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LouisB19#4062: It's funny you mention diffusion because the samples I've linked were generated non auto-regressively using a symbolic diffusion(-ish) method I developed for transformer encoders.
tpapp157#3643: Yeah that's true. But you're still fundamentally limited by the fact that you only have sheet music for a single niche music style. The core question is how you can bridge the gap and extrapolate outside that style.
LouisB19#4062: see this - https://magenta.tensorflow.org/coconet but for transformer encoders.
KublaiKhan1#6681: I mean, I 100% agree here.. I eventually pivoted to other problems because I couldn't see a path to even getting data outside piano, violin, and a few well known concerts
LouisB19#4062: @KublaiKhan1 if you are interested I have parseable sheet music for the lead sheets from the real book (aka all jazz standards).
tpapp157#3643: I think there's a lot of space to explore how to learn from unaligned multi-modal datasets. This is a very under-studied space but will be fundamentally necessary for continuing to expand models in the future.
tpapp157#3643: There is work, though. SpeechT5 being a recent-ish example.
KublaiKhan1#6681: CycleGAN, sheet and music?
KublaiKhan1#6681: Yeah, interested for sure
tpapp157#3643: Yeah, like that and other techniques.
Ryu#0274: Sheet music to audio feels a lot like text to speech
spiritbackup#1797: apparently someone did a thing where they made a language model play minecraft
spiritbackup#1797: does anyone have a link to that
KublaiKhan1#6681: I guess at this point when possible I'd still avoid a GAN, but I'm sure there's a multitude of other cyclic methods
tpapp157#3643: Has anyone tried putting a classifier/discriminator on top of contrastive embeddings during training to try to eliminate the modality gap?
Feng^#2443: Greetings, may I ask if anyone is knowledgeable on the process of converting a JSON or JSONL file to a binary (bin) and index (idx) file? These files are necessary for fine-tuning a model. Thank you in advance for any assistance provided.
tpapp157#3643: Maybe that's not a strong enough signal to align the embeddings on its own. But if a few % of your dataset was aligned maybe it could fill in the rest?
Feng^#2443: Using gpt neox tokenizer
Feng^#2443: Is someone having code for this?
KublaiKhan1#6681: I'll try this out, I like it
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oskannal#2396: Anyone knows any technique to create good toy data? I am trying to create data to observe the behaviors of loss functions, like when the model fail to train with the loss function what does the toy data look like
oskannal#2396: ideally i would like to parameterized the data generation process with gauss mixture distribution for each class so the data can be as diverse as possible.
thebigbigbuddha#4133: Hi guys, does anybody know if there are large multimodal datasets in the public domain? My research community is trying to replicate GATO but they've shrouded a lot of the mechanics in secrecy.
thebigbigbuddha#4133: If this is not the right channel to ask, lmk and I'll ask there instead!
StellaAthena#3530: Not really no
StellaAthena#3530: You may be able to combine existing datasets to make one, but itโs definitely not all in one place
Maximum Limelihood Estimator#8915: Nim, Taichi, Julia, PyPy, Torch.compile...
Maximum Limelihood Estimator#8915: How so?
synquid#7193: nim is not close to trying to replace python, neither is torch.compile
OccultSage#3875: `CarperAI/pythia-6.9b-deduped-4k` is really good. Best results I've seen from a publicly available commercial model.
At `8%` of an epoch of finetuning (epoch=1.6bn tokens):
```
> SCP-001A activates, activating powercell at 11% strength.
> SCP-001A enters a state of accelerated repair/correction.
SCP-001A enters the standard recovery state for items of high reliability and classification 'B'. This does not prevent it from operating in other categories as required, as long as its classification changes accordingly. However, as its classification can no longer be changed while it is active, certain limitations must be adhered to. Namely, if any information relating to this item is stored within the system or otherwise obtained through any means without authorisation, that information will become unavailable unless the item is deactivated at once upon receiving permission to do so. This includes both the activation of the item's powercell level, as well as any use, observation or intervention of anything else pertaining to this item. In addition, communication devices such as radios and mobile phones may become incompatible with said system at some point down
```
```
[ Prologue ]
Loneliness. In itself it's neither a disease nor even an affliction. Even the first of our kind with whom I lived knew loneliness and was content to remain solitary, as did I for a time; a man of the street who knew nothing about anything else in this worldโnothing beyond hunger and occasional thefts. The few friends who came to call were only outcasts from a culture more distant and less accommodating than my own. They looked on me, and through me, as an interloper at best. They could sense something of difference in me that they weren't used to and couldn't understand. To them, my presence made people uneasy, threatened their precious security and isolation. It also made them feel alone, as if they were being watched over by men and women who were strangers and had no place among them...
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But, if there is truth in myth, if there truly are gods whose intervention is a reality above oursโand not just fanciful tales
```
synquid#7193: I don't even know taichi so it's probably super low resources
Maximum Limelihood Estimator#8915: Then they should shit on Julia
OccultSage#3875: @Emad @Louis @guac Moar please. Gib 12b version.
synquid#7193: so genuinely the competition is julia and maybe something like pypy
synquid#7193: not a lot
Louis#0144: We have more models coming out rly soon
Louis#0144: Not 12b yet
Maximum Limelihood Estimator#8915: I *want* them to shit on Julia. I want them to tell me what's wrong with it. I don't want this smarmy inoffensive corporate speech about how Julia has nothing wrong with it but they're still not going to use it. *that* is what I find offensive TBH--they clearly think *something* in the language can't be fixed or they wouldn't have created a new language
OccultSage#3875: Not pythia-4k?
synquid#7193: this is very "central planning" tier
synquid#7193: they are making competition instead
synquid#7193: you don't need to shit on other approaches to do something different
Maximum Limelihood Estimator#8915: And that's fine! There is nothing wrong with saying "My product is better than yours." There is nothing wrong with pointing out that Julia has problems, or even with arguing some of them are unfixable. But I am sick and tired of people saying "Julia is perfect. I refuse to use it anyways."
synquid#7193: I think Chris made perfectly good points in the hackernews comment
Maximum Limelihood Estimator#8915: That's what competition *is*
Maximum Limelihood Estimator#8915: If you create a completely identical copy of something else, or refuse to point out ways your product is better than another, that's not competition. Competing here requires some kind of differences
synquid#7193: wait i don't see how it's an identical copy at all, and Chris pointed out several key differences
Maximum Limelihood Estimator#8915: Yeah I think that was what I was missing
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Maximum Limelihood Estimator#8915: Specifically the "we want it to be designed from the ground up specifically to compile down to MLIR"
Maximum Limelihood Estimator#8915: Like, that's a perfectly good reason to say "we're creating a new language." What I got sick and tired of was people in the Discord listing Julia features that already exist (and often don't exist in Mojo, but do in Julia...) as reasons to create a new language from scratch
Maximum Limelihood Estimator#8915: Like, if there's something fundamental to Julia's design that makes it difficult or impossible to compile down to MLIR that's a perfectly valid reason to not use Julia as a base. IDK what that would be, but it's definitely possible it exists
synquid#7193: it's just a different approach with different tradeoffs, that's valueable
LDJ#2946: well it's not professional to shit on your Ex
LDJ#2946: โค๏ธ
LDJ#2946: "we still got love for Julia" ๐
synquid#7193: besides if the marketing AND product is good enough, no matter how good Julia is, Mojo might actually take over some market share from python
Maximum Limelihood Estimator#8915: Ehhhh I'm skeptical that it's different enough to be worth having both, but the approach is worth exploring. Maybe it turns out to be better
LDJ#2946: Yea I think people really under-estimate how much something like marketing plays a role in the chances of something like this getting adopted.
Maximum Limelihood Estimator#8915: It's definitely very important, but if you think the Julia marketing is bad but the product is good, you should take the product and market it better (maybe adding a new coat of paint), not create a completely new product
LDJ#2946: to me it seems like atleast for the purpose, Mojo is atleast better catered towards the use case (specifically for AI/ML where as Julia is more general) and atleast slightly better overall than Julia, while having much better marketing. I suppose we can always say that it might've been even better if they just "put a new coat of paint over Julia" but Mojo is already created now so not really much we can change with that.
ilovescience#3282: https://twitter.com/BigCodeProject/status/1654174941976068119?t=n3wcqF6lXsmTRBeJBKBP6A&s=19
synquid#7193: julia hasn't been successful outside of sciml
synquid#7193: imo
Maximum Limelihood Estimator#8915: Meh I think either Julia will die or Mojo will. ML is a much smaller niche than numerical/scientific computing, especially if one of those languages also has ML libs
hails#6601: @StellaAthena you can add this to the list of EleutherAI-affiliated papers ๐
hails#6601: (I basically just gave advice on hparams for training)
Maximum Limelihood Estimator#8915: I actually think in part it's not that, it's that bad programming languages are actively selected for, as long as they're not *too* bad
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CoffeeScript was way, way better than JavaScript and had a ton of momentum behind it but then it got murdered and its corpse got teabagged
Fleetwood#1949: This makes no sense, why would the industry select for something worse
Fleetwood#1949: The rapid adoption of rust despite a heavily entrenched competitor shows if you change the paradigm you can displace them
Maximum Limelihood Estimator#8915: It has like 1% market share
Maximum Limelihood Estimator#8915: http://winestockwebdesign.com/Essays/Lisp_Curse.html
Fleetwood#1949: So lisp isnโt better for what people want to use it for
Maximum Limelihood Estimator#8915: No, read the essay please
genetyx8#7543: Not sure what you mean here. Julia seems much better positioned than mojo as an hpc language, given how mojo is specifically targeted at ml. It's still sota for ODE solving and is replacing matlab in optimization. I don't see mojo making any moves in those areas
Maximum Limelihood Estimator#8915: Maybe I should clarify that when I said "or" that was an inclusive or, and I think the most likely outcome is that neither will catch on, especially given how crowded the space is
StellaAthena#3530: @hails congrats! Should be on the website now
Maximum Limelihood Estimator#8915: But the thing is that there is nothing fundamentally different between numerical/scientific computing and ML; both rely on doing the same kinds of operations. You don't need different languages for both fields
synquid#7193: can I have hparams advice too :berk:
StellaAthena#3530: 17
StellaAthena#3530: 17 is a good one
Maximum Limelihood Estimator#8915: hparams=Haileyparams
synquid#7193: for learning rate? okay thanks
Maximum Limelihood Estimator#8915: Exploding gradients ain't enough to describe this
Maximum Limelihood Estimator#8915: Nuclear gradients
spiritbackup#1797: .
genetyx8#7543: Don't worry. I'm doing my part by ~~propagandizing~~ educating my local hpc community about julia ๐ซก
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Maximum Limelihood Estimator#8915: Wait where
spiritbackup#1797: I might have hallucinated it
artem9k#7593: karpathy said lr=3
spiritbackup#1797: so like
artem9k#7593: or 4. i forgot
ILmao#5683: Wasn't it 3e-4 or something?
artem9k#7593: nah, pretty sure it's 3.
ILmao#5683: Found it
ILmao#5683: https://twitter.com/karpathy/status/801621764144971776
artem9k#7593: he means 3 * e - 4
synquid#7193: I used 17 and my model is bad please help
bread browser#3870: retrain
synquid#7193: is a loss of 1e8 good? should I try to get it lower?
chilli#5665: I think I would say that *simpler* programming languages actively get selected for
synquid#7193: okay sorry enough memeing for general
synquid#7193: you're putting the zeros on the wrong side of the number btw :berk:
bread browser#3870: Oh
artem9k#7593: if you use a learning rate of 1, you only *really* need one training example
synquid#7193: actually just take the right step in the right direction, how hard can it be
artem9k#7593: literally just go to where the loss is smallest, why is gradient descent needed
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Fleetwood#1949: I would not class Rust as simpler than others :berk:
chilli#5665: well, it's a combination of simpliciity + features
rallio#9917: as people use LLM models more to code will probably shift purely to performance
ILmao#5683: What is your conception of simple? Ever since watching that one Rich Hickey talk I'm reminded of how he distinguishes between languages which are "simple" mechanistically vs "easy" to use
ILmao#5683: Lisps being an example of the former but not necessarily the latter, and maybe Ruby as an example of the latter but definitely not the former.
Maximum Limelihood Estimator#8915: You don't even need to do that, just set the derivative equal to 0 and solve bro, how hard could it be
Maximum Limelihood Estimator#8915: I kinda think the point where that's true is the point where people just don't code at all (or do much intellectual labor)
Maximum Limelihood Estimator#8915: LLMs are noticeably much better at Python or Julia than harder-to-read languages IME
Maximum Limelihood Estimator#8915: If you mean simpler as in easier -to-use I think that's the main thing that gets heavily selected against
Maximum Limelihood Estimator#8915: Or more accurately, I guess there's a "survivability peak" somewhere between Java and C++; anything much more enjoyable to write packages in than those languages gets killed by the Lisp curse
artem9k#7593: if you taught people lisp first instead of python, it would be considered simple to use imo
artem9k#7593: its not necessarily a hard language, just a different style of programming
ILmao#5683: The point of the distinction is that it is objectively simple. Indeed what Rich argued in his talk is that simplicity > ease from adding more complexity
ILmao#5683: But in practice I think perceived ease of use is a pretty complicated thing
ILmao#5683: Hence why it could make sense to decouple the two
Maximum Limelihood Estimator#8915: Ehhhh I think that's backwards and a main reason Python is a big winner in this space
Maximum Limelihood Estimator#8915: If it's not in the stdlib it doesn't exist
ILmao#5683: That's not what he was talking about though
Maximum Limelihood Estimator#8915: Can you link
synquid#7193: `import antigravity`?
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ILmao#5683: https://www.infoq.com/presentations/Simple-Made-Easy/
ILmao#5683: You could argue that the richness of the stdlib is an unconsidered confounding factor if you try to model language adoption just with simplicity (again, back to the lisp example). But the aforementioned talk doesn't really talk about language adoption or popularity
chilli#5665: I don't think the lisp curse article is accurate
chilli#5665: my conception of simple is that things are generally predictable for users
chilli#5665: e.g. people might argue that laziness in Haskell is "conceptually" simpler
chilli#5665: but it very much is not more predictable for end users
Maximum Limelihood Estimator#8915: Why's that?
ILmao#5683: I would like to have a word with those people, but I like your framing of least surprise/consistency
Maximum Limelihood Estimator#8915: BTW, why's that? I get in theory why you might want to design a language around MLIR, but I'm curious as to what would make a Julia->MLIR compiler harder than inventing a new language from scratch, then also creating a compiler for that new language
Maximum Limelihood Estimator#8915: Like, what specifically would make Julia hard to compile down to MLIR
ILmao#5683: Co-design and not having to deal with legacy/backwards compat. Same reason big compiler/runtime updates for any established language are difficult and time consuming (and this scales with how general purpose said language is).
ILmao#5683: Or just read Chris' take on it: https://news.ycombinator.com/item?id=35817137
Maximum Limelihood Estimator#8915: > Mojo doesnโt support overloading solely on result type, and doesnโt use result type or contextual type information for type inference, keeping things simple, fast, and predictable.
Wait what
Maximum Limelihood Estimator#8915: It's dynamically typed? And doesn't have type stability? wat
ILmao#5683: No, how did you draw that inference?
Maximum Limelihood Estimator#8915: >doesn't use result type or contextual type information for type inference
sekstini#0069: I interpret that as meaning the output type has to be static
Maximum Limelihood Estimator#8915: And I know you don't have to add type annotations
Maximum Limelihood Estimator#8915: As in, results can never depend on the types of inputs?
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synquid#7193: you can't dispatch on result type, is what I gather
synquid#7193: idk if that means it has to be static but probably?
sekstini#0069: This sounds more like what he is saying than what I wrote, but I'm not sure if one implies the other
sekstini#0069: Or no, I guess it trivially doesn't. You could just have the identity function f(x: T) -> T and it would have different return types
Maximum Limelihood Estimator#8915: It isn't tho from what I can tell (the language supports not adding type declarations, and if you're not adding type declarations or using type inference, that implies dynamic typing?)
synquid#7193: im unsur ehow the type system works except "not hindley-milner" lol
Maximum Limelihood Estimator#8915: yeah same. But it also seems to be trying to fix a solved problem (TTFP in Julia) by making the language substantially harder to use (removing type inference)
rallio#9917: I feel like I've heard people talking about writing something in Python then just asking gpt-4 to rewrite it in C and it just works most of the time
sekstini#0069: Hm.. Are they removing type inference entirely, or just the ability to dispatch on return type though?
Maximum Limelihood Estimator#8915: "Contextual type information"
Mani(manisnesan)#7893: Just joined for informal conversations
Mani(manisnesan)#7893: ๐
Merve#3234: how are you ๐ค
alihan#8548: such a nice, thriving and alive community here
alihan#8548: best discord server ever ๐คฉ
Mani(manisnesan)#7893: Hey Good. Thanks for the tasks series Merve.
nateraw#2918: hows everyones day going?
zbush548#4241: I'm doing great. How are you?
Merve#3234: itโs end of the day for me here but Iโm very happy. how did you find task series?
nateraw#2918: Nice! I'm doin good too - just in the programming zone today ๐ค .
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nateraw#2918: task series was ๐ฅ - that musta been so much work haha
zbush548#4241: Glad to hear it. ๐
Israel๐ฟ#5472: Cool ๐โฆ taking a little break from learning! Seeing this Jack Ryanโs series
RogerCray#0790: Anyone working on image classification problem using hugging faces?
RogerCray#0790: Image transformers
Omar Sanseviero#6198: @nateraw has this very cool project about image classification fine tuning in couple of minutes https://github.com/nateraw/huggingpics
RogerCray#0790: This was exactly something I was looking for. I am actually working on fMri data classification and was eager to use the Image Transformer...
RogerCray#0790: @Omar Sanseviero really helpful. Thanks Omar. I will share my work soon
nateraw#2918: Hmu if ya run into any issues! Hope it helps
pranjal1507#5360: Here's something I have been pondering a lot: What should I be working on, if my aim is to land a job at HuggingFace, specially if have studied AI through uni lectures on YouTube and keras and pytorch through Udemy and Cousera instead of a college syllabus ?
ulfwynn#5339: Hi @pranjal1507 , I think that would be interesting to ask at #office-hours for today's session that's starting in ~1 hour ๐
pranjal1507#5360: Oh thanks ๐ for that, will sure do. Is it around 2030 IST ?
Biswajit_123#3915: yes 20:30 IST
nateraw#2918: Hey! From my personal experience, its very helpful to post HF-related repos/blog posts/videos and to also contribute to the open source ecosystem. We have a lot of visibility on contributors and it really helps to land a job here if you have a public presence in the community.
Obviously not required, as not everyone has the time to work on open source outside of their jobs/school, but it certainly helps if you can manage it.
pranjal1507#5360: Oh, thanks for the advise, @nateraw I have been trying to interactive on social media. I want to work in Computer Vision and thought HF was focussing on NLP. And wanted my individual projects to stand out. I guess I was at fault, thinking that would be better.
pranjal1507#5360: Really appreciate the response.
pranjal1507#5360: @ulfwynn, thanks to you too, new here so don't know much about how the channels operate. Office hours was great and insightful about the direction of HF and they properly answer all the questions on the chat as well. ๐
ydshieh#6472: HF now has some vision and speech models, and I think HF plans to focus on different modalities, not only NLP
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ydshieh#6472: Recently, the ads I saw on webpages are more about Hugging Face's products ๐คฃ (I'm OK with it!) https://cdn.discordapp.com/attachments/905728440873918484/908274248173359134/CaptureXX.JPG
Omar Sanseviero#6198: Actually we're growing quite a bit in Computer Vision and Audio. Transformers now has support for CV and Audio tasks, and we also have integrations with other libraries such as espnet and speechbrain so their users can easily upload their models to the Hub, load models from it, and use the inference widgets https://cdn.discordapp.com/attachments/905728440873918484/908280941905080320/Screen_Shot_2021-11-11_at_9.42.42_AM.png
b1a#0749: Hey I have a image captioning code(colab notebook) . 2 questions:-
1) I didn't use hugging face technologies in that project can I still add it?
2) since the dataset was very large I couldn't train it on the whole thing, is there any way I can do this via hugging face or other technologies for free?
Merve#3234: can you still add it to where?
b1a#0749: To the model hub
b1a#0749: Adding the model not the code.
Omar Sanseviero#6198: Yes, the Hub actually has models for a lot of libraries, not just libraries from Hugging Face
Omar Sanseviero#6198: Some examples https://huggingface.co/docs/hub/libraries
b1a#0749: ok thanks
VirS#3689: Hey guys! It would be great if someone can help me with this. (I have also posted this question on the discussion forum).
I have a multiple GPU cluster (driver + 2x worker; each with 2 GPUs i.e. a total of 6 GPUs) setup on. I want to have distributed training and inference running on this cluster. Using the distributed modules, I am able to leverage only the GPUs on the driver node.
Is there any way I can make use of all the 6 GPUs (I donโt have terminal access to the cluster)?
Thanks in advance.
ZhylkoDima#5812: hey @VirS I am not very familiar with multi node training, but I think torchdistributed lounch is what you need (take a look at this: https://pytorch.org/docs/stable/elastic/run.html) also I think HF Trainer and few other frameworks (like Lightning) are capable of doing it for you
(I assumed that you are using pytorch)
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Omar Sanseviero#6198: You probably want to ask this in the course category ( #join-course and then #course-lounge)
atom#6933: Thanks
Snorlax#4677: Hey! Is there any limitation for using a Space environment, like any maximum number of inference requests or anything specific?
b1a#0749: Hey not sure where or who to say this to but - https://youtu.be/tqfSFcPMgOI the title of the video has a typo.Sorry if this is not the right place.
Omar Sanseviero#6198: Thanks, fixed it
b1a#0749: Ethics in A.I. https://cdn.discordapp.com/attachments/905728440873918484/910271613256232970/RvxTW83kUYVjLEE6I0CG26S367Pv7cr_DoF2pRpk76k.png
ilovescience#3282: Is there a reason why when I post links in this server, a preview doesn't show up?
Omar Sanseviero#6198: Hmm I think I just fixed @ilovescience . Would you mind putting a link here?
ilovescience#3282: okay how about a shameless self-plug ๐
https://twitter.com/iScienceLuvr
ilovescience#3282: great, it works! thanks @Omar Sanseviero !
Omar Sanseviero#6198: Great ๐ ๐
Snorlax#4677: Hey! I need help with installing and working with PySlowFast.
zye#1559: Thatโs really exciting! I had no idea HF were doing any CV related tasks. I canโt wait for sentiment analysis a d try to compare it to the NLP one. Super exciting. Is there any dataset for video tasks such as sentiment analysis? I might do it as a project!
Omar Sanseviero#6198: @nateraw is looking into video tasks, he might have some ideas ๐
nateraw#2918: I'm not sure about sentiment analysis on video, but I have code for fine-tuning pretrained action recognition models here: https://github.com/nateraw/pytorchvideo-classification
Worked directly with the PTV team on this one, and eventually code resembling this will replace their current fine-tuning tutorial (I hope! ๐
)
As for HF integration with this - you could use the `huggingface_hub` library to add push/pull ability to this, and go from there. Or, since this is written in mostly PyTorch Lightning, you could use the callback I wrote and add that to your trainer to push your video model as it trains: https://github.com/nateraw/hf-hub-lightning
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Deleted User#0000: Huge congrats @Merve on getting in the city of love๐
Omar Sanseviero#6198: Getting here was more epic/complicated than you could imagine
Merve#3234: hehe thank you so much ๐ค
Deleted User#0000: yeah, the twitter post gave a glimpse, even replies from foreign ministry of france.... what a experience it must be ๐
Deleted User#0000: i have problem
Deleted User#0000: on huggingface
Deleted User#0000: i was using a huggingface space called kinda english rudall-e and then when i refreshed it said runtime error
Deleted User#0000: is there a way to fix it
Deleted User#0000: the chat is dead
Deleted User#0000: nevermind
cakiki#9145: @Deleted User check the #questions channel
Rain โฅ#3557: yo guys! any good resources to learn how to use transformers/tokenizers with torch lightning ?
nateraw#2918: Yes! Theres a lotta examples out there. Heres 2...
- Text classification example: https://pytorchlightning.github.io/lightning-tutorials/notebooks/lightning_examples/text-transformers.html
- Theres an entire Lightning repo dedicated to HF Transformers here: https://github.com/PyTorchLightning/lightning-transformers
If you have any specific questions, feel free to drop me a DM - I helped put together some of this stuff.
!!Puffy Bird!!#7496: hello :))
Omar Sanseviero#6198: Hi there @!!Puffy Bird!!
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!!Puffy Bird!!#7496: Helloooo
!!Puffy Bird!!#7496: How you doing?
Merve#3234: hellooo
Merve#3234: Iโm doing fine, studying, wbu?
Israel๐ฟ#5472: Happy New Year ๐๐๐ โฆ Cheers ๐ป
Merve#3234: Happy new year ๐๐ ๐
Deleted User#0000: anyone on Windows 11 that uses the emoji keyboard
Deleted User#0000: I can't believe how weird they made the emojis look now :<
Seventeen ducks in a trenchcoat๐ฆ#0017: Oh no, can you take a screenshot? The Win10 ones are just right https://cdn.discordapp.com/attachments/905728440873918484/930307802050736168/unknown.png
Deleted User#0000: Ah if you're really sure about seeing this, here it is... https://cdn.discordapp.com/attachments/905728440873918484/930336512783044628/SPOILER_unknown.png
Seventeen ducks in a trenchcoat๐ฆ#0017: E-freaking-gads ๐ฑ
Julien Chaumond#8300: happy new year ๐
Realmsmith#4506: Happy new year from the future @Julien Chaumond
Cahya#4026: I am wondering how I can change the color of my account name. I want to have rainbow color in my name ๐
Merve#3234: if you validate your HF account in discord you can get it blue or if you create a nice content it can go green ๐
Cahya#4026: And how can I validate it btw? ๐
Omar Sanseviero#6198: You can go to #verification ๐
Cahya#4026: Great, thanks, I get a color now ๐
jason.wolosonovich#4996: does anyone happen to know when transformers 4.16.0 will hit pypi? saw the release email this morning and was wondering!
Omar Sanseviero#6198: Should be soon ๐
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Omar Sanseviero#6198: One new reason to join this server :hugging_angel: :hugging_cat: :hugging_coffee: :hugging_cool: :hugging_cowboy: :hugging_cupcake: :hugging_gift: :hugging_flower: :hugging_happy: (kudos to @Merve :hugging_trophy: )
VB#3848: Feature Request for :hugging_dogs:
theAfricanQuant#1868: Is this the channel?
theAfricanQuant#1868: chit chat?
Omar Sanseviero#6198: This is off topic discussions channel
theAfricanQuant#1868: aw oka
theAfricanQuant#1868: thanks
tddammo#7669: Now! :hugging_happy: https://pypi.org/project/transformers/
jason.wolosonovich#4996: literally updating my requirements.txt now, lol. ready to get my hands on Nystromformer
GulleBadn#8186: Umm, so, thanks a lot for this, but I really haven't done anything except like two comments in the forum, so not sure what I did to deserve this ๐
GulleBadn#8186: https://cdn.discordapp.com/attachments/905728440873918484/938003594727268362/okant.jpeg
Lucas-ET#4039: Hello, do you know if the results of this challenge have been posted somewhere please ?
https://discuss.huggingface.co/t/open-to-the-community-robust-speech-recognition-challenge
cakiki#9145: Probably best to ask @patrickvonplaten in the #leaderboard channel.
patrickvonplaten#1220: We'll post them hopefully be the end of this week
ydshieh#6472: I find that there is a category "Hugging Face" for reactions. Anyone knows how these are created?
ydshieh#6472: kindly tag @Omar Sanseviero :huggingsanta:
nateraw#2918: Here you go :hugging_cool: https://tikolu.net/emojimix/
cakiki#9145: I am obsessed โค๏ธ https://cdn.discordapp.com/attachments/905728440873918484/945766699729305710/unknown.png
cakiki#9145: it's pineapple cat ๐ข
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ydshieh#6472: You guys at HF have a lot of knowledge! Love it, thanks, @nateraw
VB#3848: This one looks like a nice candidate for #audio-discuss xD https://cdn.discordapp.com/attachments/905728440873918484/945785973629927474/image0.jpg
reavatar#8127: VQGAN + CLIP https://cdn.discordapp.com/attachments/905728440873918484/950249448238362695/post.png
JonathanSum#8528: https://www.youtube.com/watch?v=7sB052Pz0sQ
It looks like we have the 2022 version. I do not like introduction deep learning course because I hope I can learn some advanced deep learning. But this course covered a lot of useful stuff. https://cdn.discordapp.com/attachments/905728440873918484/951843357481656370/unknown.png
infinitejoy#2934: Happy holi to all the awesome folks here https://cdn.discordapp.com/attachments/905728440873918484/954305725595791360/hindus-sikhs.png
Omar Sanseviero#6198: Anyone has plans for the next days? ๐
VB#3848: Formula1 weekend is here!!
reavatar#8127: To anyone writing time in discord, you may want to write it in user's local time:
For example, HuBERT paper discussion 03/29/2022 11:00 AM, Tuesday, March 29, 2022 11:00 AM (It's your local time)
```
For example, HuBERT paper discussion 03/29/2022 11:00 AM, Tuesday, March 29, 2022 11:00 AM (It's your local time)
```
Reference: https://discord.com/developers/docs/reference#message-formatting-timestamp-styles
https://www.epochconverter.com/
https://www.youtube.com/watch?v=VADX8HEiqM0
VB#3848: Discord automatically converts the time zone to your computers time zone.
Edit: Oh you meant that we give them a headsup that this is already in their local time zone?
tddammo#7669: Who has a VSCode shortcut they love to use? Add it to the list here ๐
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ERROR: type should be string, got "https://twitter.com/TheZachMueller/status/1506713056667389952?s=20&t=miNqvCDZF-Xc2lr20UL4pg\nreavatar#8127: Yes, for events the local time is already visible, but better to follow it in other messages too. I converted CET to IST only to realise that it should be CEST instead.\npeter#1210: Do you see a speed difference between a T4 and a P100 for fine tuning models? Google Colab randomly assigns me one or the other and I'm not getting the results I expected (the P100 is faster)\nSean Farrell#4852: Not sure if this is the case, but I am aware that sometimes with Colab you are sharing cards with other people, other than that looking at benchmarks it looks like it depends on the task with the p100 sometimes winning, and sometimes not\nreavatar#8127: If you are using google drive, that could be bottlenecking. Sometimes if you are lucky on Pro+, you also see this (A100): https://cdn.discordapp.com/attachments/905728440873918484/959308836957728779/unknown.png\npeter#1210: Ah thanks, I wasn't aware cards were shared. That makes sense for why some runs are dog slow and others really fast\nbw#3136: In Mixed Precision training, a T4 will probably be faster than a P100. Around 15 to 30% faster in my tests.\nbw#3136: Also, don't train from Google Drive. It is almost always slower then using the local VM drive\npeter#1210: Absolutely this. It was faster spending 25 min copying data from Google Drive to the local VM disk than reading individual files from Google Drive every time they were needed. I don't know how much faster because I ran out of patience ๐\nsmxahsan#1466: I was just wondering if there is any group to discuss self-supervised learning specically?\nLouis#0144: :goose16:\nreavatar#8127: Now this server will be goosepilled :goose10:\nLouis#0144: :goose10:\nreavatar#8127: :goose10:\nreavatar#8127: Lol, why can't I post goose\nilovescience#3282: how did you do this\nLouis#0144: Nitro\nLouis#0144: Oh\nLouis#0144: It's bc I'm cooler than u\nilovescience#3282: ๐ค" |
Omar Sanseviero#6198: ๐ค I also can't do this
Omar Sanseviero#6198: What kind of magic is this
cakiki#9145: Those are EleutherAI server emojis; you need discord nitro ๐ฐ๐ฐ to use one server's emojis in a different server. (and a special permission in the original server)
Omar Sanseviero#6198: I see haha interesting. I have ๐ฆ though, so no need for nitro stuff
cakiki#9145: ๐ฆ ๐ฆ ๐ฆ
reavatar#8127: ๐ฆ
reavatar#8127: I see, maybe this is turned off/limited to HF folks in the server settings. https://cdn.discordapp.com/attachments/905728440873918484/965620698116673546/unknown.png
cakiki#9145: It's unrelated to the HF server. This is an option of the EleutherAI server which is enabled because @Louis is able to post geese from that server.
Louis#0144: :goose10:
Louis#0144: @Omar Sanseviero we need to get u a hugging llama emote
reavatar#8127: I can post EAI emoji on other servers, so imo it's HF thing.
cakiki#9145: do you have discord nitro?
reavatar#8127: yes
cakiki#9145: then I stand corrected ๐
Louis#0144: :goose16:
Louis#0144: r u jealous of my goose powers
Louis#0144: :goosechad:
reavatar#8127: No, I'll post ducks ๐ฆ
cakiki#9145: What do you have against ducks Louis?
reavatar#8127: I think he sees it as a competition to geese
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reavatar#8127: https://tenor.com/view/duck-badling-duck-walk-quack-quack-duck-take-over-gif-14583973
Louis#0144: We've had to fight back the duck invasion multiple times
V3N0M#5374: DuckYeah
Louis#0144: https://tenor.com/view/duck-cute-duck-duck-pet-duck-clap-amazing-duck-gif-22701478
V3N0M#5374: https://tenor.com/view/duck-yeah-gif-20435370
Louis#0144: Look at how terrifying they are!
Louis#0144: https://tenor.com/view/yapma-lan-gif-20927737
cakiki#9145: https://tenor.com/view/ducktales-gif-24784479
Louis#0144: Dear god
V3N0M#5374: why you are not able to embed gifs?
Louis#0144: Idk
cakiki#9145: HA! Not so powerful now are you
Louis#0144: https://tenor.com/view/puppy-eyes-sorry-funny-animals-puppy-dog-eyes-gif-14502312
Louis#0144: Ok I need to get to work
Louis#0144: It's my first day at HF
Louis#0144: ๐
V3N0M#5374: oooooo
cakiki#9145: Nice! Have a great first day! ๐ค
Louis#0144: Ty
V3N0M#5374: https://media.discordapp.net/attachments/907320978151972867/956385701665071164/image0-1-2-1.gif
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Louis#0144: I'm working with the science team
Louis#0144: no burrito
Louis#0144: U can't have it
Louis#0144: Sorry
cakiki#9145: super cool, what project will you be working on
Louis#0144: I'm hungry I forgot to eat today
reavatar#8127: goosepilling people
Louis#0144: Im working on retrieval stuff
Louis#0144: That too
Louis#0144: I run the contrastive NLP group at Eleuther
Louis#0144: So it was a natural fit to work on retrieval at HF
cakiki#9145: The goose plot thickens...
Louis#0144: But yeah my actual objective is to get Omar to accept geese
Louis#0144: He WILL honk
Louis#0144: I already got teven honking
cakiki#9145: IRL?
Louis#0144: No but I can do it irl soon
Louis#0144: I'll post a video
Omar Sanseviero#6198: Common I was the one that told you to submit a goose picture in your job application ๐
cakiki#9145: I'm not really familiar with how Eleuther is organized. What exactly does a group do?
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Louis#0144: https://arxiv.org/abs/2110.03111 + 2 more papers on the way
Louis#0144: We look into replacing the human in HITL preference learning
Louis#0144: similar to anthropic's pretrained preference model
Louis#0144: but i think contrastive + reader model is a much better format for this than what anthropic did
cakiki#9145: Very cool!
cakiki#9145: Passage: Alice the goose went to the park because
it was a nice day, especially for winter.
cakiki#9145: I KNEW IT
Louis#0144: ๐
cakiki#9145: she had many important goose duties to
attend to
V3N0M#5374: my nft https://cdn.discordapp.com/attachments/905728440873918484/965960991022121090/unknown.png
V3N0M#5374: anyone wanna bid?
V3N0M#5374: ๐
Louis#0144: $-1
Louis#0144: give me 1 dollar for looking at it
V3N0M#5374: https://tenor.com/view/whatever-take-it-gif-14597254
reavatar#8127: Give me 1 $ for viewing, 10 $ for downloading & 100 $ to tweet about it.๐ฆ
V3N0M#5374: f
V3N0M#5374: they said nfts make me rich
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V3N0M#5374: now you all are making me take a loan
V3N0M#5374: _leaves earth_
reavatar#8127: They only know how to click "Run all" on Colab & not that the models would soon crash the NFT market.
V3N0M#5374: https://cdn.discordapp.com/emojis/941006108011663371.webp?size=64
V3N0M#5374: oh yeah, i had a question, good u took the topic of colab
V3N0M#5374: the free colab gives k80 gpu
V3N0M#5374: when I use it to train anything AI, it takes up 8GB vram
V3N0M#5374: but when I do it same on my local machine, it takes my entire 6gb vram (rtx 3060 laptop)
V3N0M#5374: but the processing on my laptop is faster than colab
V3N0M#5374: when does it actually matter to have more vram?
reavatar#8127: More vram, essentially means you can try higher batch size if that's helping.
reavatar#8127: You mean you can get upto 8GB?
V3N0M#5374: i actually dont know how much colab allocates
but you can view how much your notebook is using, and its usually 8gb
V3N0M#5374: 8 to 9gb
V3N0M#5374: https://cdn.discordapp.com/attachments/905728440873918484/965984026420711455/unknown.png
reavatar#8127: Run !nvidia-smi to know how much you got
reavatar#8127: Also, 3060 is better than k80
V3N0M#5374: 11441MiB (11gb?)
V3N0M#5374: yes, relaised it
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gonna do everything locally untill my vram becomes the bottleneck
reavatar#8127: Also, make sure you aren't using Gdrive. That's huge bottleneck there.
V3N0M#5374: nah, i dont use gdrive
V3N0M#5374: fuser mounts are bad
V3N0M#5374: My question was, why its kinda flexble
when my model can run fine with less vram, why does it prefer to take more vram when its available
I am not doing anything crazy in the screenshot I sent
I just loaded resnet50 and did inference of 4 images
reavatar#8127: Don't know, may be colab sharing some resources.
V3N0M#5374: someday i'll try it on some dedicated machine
V3N0M#5374: and ask here, if the same thing happens
reavatar#8127: I both love & hate Colab. You get things for free or at very low cost but then nothing is reliable. Even on pro+ it restricted my usage.
V3N0M#5374: for sometime I thought it had to do with the model's datatype (like what the gpu stores, is it either FP16, or FP8)
but then i am not sure how it exactly works so did not look much into it
reavatar#8127: I never compared.
reavatar#8127: I tried setting colab ssh to atleast use VS code locally, but hated when runtime got disconnected.
reavatar#8127: Opening a tab is more easy then setting SSH
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V3N0M#5374: https://github.com/rentruewang/koila
Came across this when looking for my stuff
reavatar#8127: Looks interesting. Will try
V3N0M#5374: https://huggingface.co/docs/transformers/performance
https://github.com/nicolargo/nvidia-ml-py3
This lib is useful, saw it in the hf docs
V3N0M#5374: the fact that i find a lot of shit except for the shit i look for
reavatar#8127: I saw a thread sometime back on twitter around cuda out of memory. Will drop once I find it back.
reavatar#8127: lol
reavatar#8127: This is what I say when I encounter an error.
V3N0M#5374: https://tenor.com/view/tears-tear-crying-cry-sad-gif-4543997
reavatar#8127: Ah yes, points to the same thing https://twitter.com/lvwerra/status/1492199297525370887
Louis#0144: Goose morning
cakiki#9145: How do you goose
reavatar#8127: By honking.
Louis#0144: Ye
Louis#0144: Goose morning
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cakiki#9145: Hello, how do you goose
V3N0M#5374: goose evening
reavatar#8127: https://cdn.discordapp.com/attachments/905728440873918484/966709594778906707/893961928525885482.gif
Pรถtikรผvi#7506: https://tenor.com/view/funny-gif-22759658
reavatar#8127: Is that you @Louis ? It probably matches your powers.
Louis#0144: The bulls represent failed language models
cyberhobo#0812: Raya Lucaria Duck
V3N0M#5374: welp
I am self learning AI topics (although the degree I am doing is on AI)
the issue I am facing is, there is less online sources on advanced topics which I think actually matters
The one that is easily available online feel like too basic
V3N0M#5374: any thing you suggest on filling this gap
V3N0M#5374: I could go to my professors, but they be like ```You will learn it soon```
V3N0M#5374: they all do research in NLP
NULL#3726: ๐
NULL#3726: Thats the problem with degrees they're outdated/ not complete
V3N0M#5374: acutally
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V3N0M#5374: lemme share my curricilum
V3N0M#5374: i need some review on it
V3N0M#5374: https://amrita.edu/program/btech-computer-science-and-engineering-artificial-intelligence/
NULL#3726: I'm thinking for PhD, the only degree I feel is worth because that makes us read tons of latest research
V3N0M#5374: our course is more of research focused
they push us to do research
NULL#3726: but the course would be for like one semester ie 4/6 months
V3N0M#5374: but again there is issue
you dont get guidance for other topics other than NLP cause every of our dept ppl are nlp ppl ๐คฃ
NULL#3726: you should continue the research after that, but very few do.
NULL#3726: because they get busy with other new courses
NULL#3726: and also you lose regular contact with professor of the old course
V3N0M#5374: i might come back here to ask suggestions during my 3rd yr or something
V3N0M#5374: but i want to know how do i fill those gap with the simple AI topics, and advanced topics, which has very few learning resources
NULL#3726: for latest resources only way is to understand the papers from their original authors
NULL#3726: and maybe write a blog/video for future generation
V3N0M#5374: i got this one suggested
I was said to go to paperswithcode, and read the state of the art ones
V3N0M#5374: because they usualy have writeups by many members
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V3N0M#5374: which makes it easier to learn
NULL#3726: try to find discord groups/ events/ meetups
NULL#3726: like today we have https://discord.com/events/879548962464493619/966362258219343914
V3N0M#5374: yes, i'll be joining
Omar Sanseviero#6198: How is your weekend going? https://twitter.com/osanseviero/status/1517969911292776449
NULL#3726: wait, does duolingo even have frameworks and programming languages!?
NULL#3726: I thought it was only for human spoken languages
V3N0M#5374: Oooofffffff
V3N0M#5374: Cant wait to go to computer and speak in assembly
V3N0M#5374: First time i am seeing an AI package 'officially' supporting arch ๐ https://cdn.discordapp.com/attachments/905728440873918484/967607741667483648/Screenshot_20220424-073703_Brave.jpg
NULL#3726: one of the reasons pytorch > tensorflow ๐
cakiki#9145: What are other reasons?
cakiki#9145: (not trying to start a flame war ๐ , just genuinely interested; I've never really used pytorch)
NULL#3726: for me the docs seem better
NULL#3726: and also tensorflow does something totally different every version
NULL#3726: pytorch keeps same structure
NULL#3726: the BCHW form of pytorch is easier to visualize images and batches
V3N0M#5374: https://www.assemblyai.com/blog/pytorch-vs-tensorflow-in-2022/
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Check this out
V3N0M#5374: Tried out tensorRT (with tensorflow)
V3N0M#5374: https://cdn.discordapp.com/attachments/905728440873918484/968507908016992357/unknown.png
V3N0M#5374: from 27 fps to 700 fps (inference)
V3N0M#5374: resnet50 model
Louis#0144: Honk
cakiki#9145: Bonk
reavatar#8127: Quack
Omar Sanseviero#6198: sptt ๐ฆ
reavatar#8127: lol :shake:
reavatar#8127: :shake:
reavatar#8127: https://cdn.discordapp.com/attachments/905728440873918484/969286753846456360/hugging.mp4
V3N0M#5374: https://www.intel.com/content/www/us/en/developer/tools/frameworks/overview.html
It has quite a lot performace gain in sklearn
V3N0M#5374: sometimes github copilot is too useful https://cdn.discordapp.com/attachments/905728440873918484/969538952203751434/2022-04-29_15-11-08.mp4
NULL#3726: btw which distro?
V3N0M#5374: Arch (btw โข๏ธ )
V3N0M#5374: ๐
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NULL#3726: can anyone recommend a good paper to read after transformers and vit?
ChainYo#3610: This was really interesting https://arxiv.org/abs/2109.10686
Omar Sanseviero#6198: Does it need to be a paper? There are many many cool non-paper resources about vit
NULL#3726: you mean the ones by JayAlammar?
Omar Sanseviero#6198: yes, for example, but lately I've seen more and more ViT related content
Buns#2228: Semantic Scholar has a related papers section thatโs p useful. Or you can see what papers cite vit
V3N0M#5374: https://llama.vision/
NULL#3726: no llamas nearby to test
V3N0M#5374: https://cdn.discordapp.com/emojis/912727920471072818.webp?size=64
Muhammad#6833: Hi , how are you all can anyone help me i have some problem in my codes i am making streamlit app and receiving some error
Muhammad#6833: https://media.discordapp.net/attachments/880535698376110080/970854582303481866/Screenshot_2.png
frogscubed#1704: Hi! I am not that proficient with Discord: is there an option to swap keybinds for Sending message and adding a new line in message?
Currently in order to make a new line I have to press `Shift + Enter`, but I would really appreciate if it could become `Enter` for a new line and `Shift + Enter` for sending
frogscubed#1704: Telegram and Slack (*maybe*) have this option, so it feels like Discord should too
vishakraj#4742: Hi,
I am in need of help in my project, could you please help me
I am doing a simple image classification, to classify the lever switch is on or off from the image.
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The challenge is, sometimes, the lever switch is partially covered by other objects or people. And, the lever switch is small in the image [for example, if the input image shape is 10 pixels, then the lever switch occupied 1 or 2 pixels out of 10 pixels].
I successfully trained, but when I used the heat map using CAM method, the prediction is shown from the other objects in the input image instead of lever switch.
How to handle this challenges in this project, shall I go for object detection for this kind of challenges, or shall I use any other techniques.
Thanks for helping
Mark#9079: Anybody going to LREC2022
mindwrapped#2384: I think if you go to settings->behavior it has an option there to switch it.
frogscubed#1704: I.. cannot find it ๐
Currently on Mac, stable version 126919 (seems like the last one) โ it is not here! Weird https://cdn.discordapp.com/attachments/905728440873918484/971836994651062302/Screenshot_2022-05-05_at_21.10.18.png
mindwrapped#2384: Haha dang. I'm on Android and its under app settings behavior, but you definitely don't have that so I'm not sure ๐
V3N0M#5374: https://spectrum.ieee.org/large-language-models-meta-openai#toggle-gdpr
Mark#9079: How do you feel about Meta making you register for opt instead of just releasing the weights?
Louis#0144: I don't think they're challenging openai at all Lmao
Louis#0144: It's that they're challenging HF big science and Eleuther
V3N0M#5374: ๐
ChainYo#3610: Finally got this after months of tracking drops. Omw to train models this week end https://cdn.discordapp.com/attachments/905728440873918484/972157160194736209/IMG_2544.jpg
cakiki#9145: no gaming? ๐
ChainYo#3610: I had RTX 3070 which was enough for gaming with the low ressources games I play sometimes. But no, it's definetly for training ๐
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V3N0M#5374: Something dosent look right, when this card is close with that keyboard ๐คฃ
NULL#3726: any phd students here?
sriayush#9343: i m a beginner in deep learning can someone guide me .......
V3N0M#5374: https://support.discord.com/hc/en-us/articles/115002872212
OMG
They really put in lots of work for discord https://cdn.discordapp.com/attachments/905728440873918484/972793796402225192/unknown.png
frogscubed#1704: time to abuse Core Audio/ALSA/pipewire
NULL#3726: Does anyone know any good way to remember generative vs discriminative models
NULL#3726: When someone asks me I always need to google it up
alighte#0403: Soooo what do people do while your model is training (if you're watching it)? Can't help myself but get a book...
V3N0M#5374: https://www.phoronix.com/scan.php?page=article&item=nvidia-open-kernel&num=1
NULL#3726: https://www.reddit.com/r/linux/comments/uo37ns/is_everyone_trying_to_become_a_nvidia_contributor/
V3N0M#5374: Oh
V3N0M#5374: Then even i will try ๐
dennlinger#9660: I got used to answering mails/answering questions etc. during the downtime. But OTOH, I also only try to run full training only (at least one hour), anything before than will be prototyped on a small dataset (<50 instances) so I don't waste focus time.
Josue#7577: what's otoh?
cakiki#9145: On the other hand
V3N0M#5374: Duck yeah https://cdn.discordapp.com/attachments/905728440873918484/975234069908557904/20220515_084045.jpg
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mr_seeker#1337: Sleep or work. By the time my training is finished, it's the next working day.
mr_seeker#1337: I babysit it for the first 10 minutes, but after that it's up to infra to prevent the server from starting a fire...
V3N0M#5374: hemlo
NULL#3726: https://www.reddit.com/r/linux/comments/urpyaz/uncurled_everything_i_know_and_learned_about/
DaltheCow#3229: Just wanted to shout out the logo as a newcomer, makes me happy just to see it in my discord sidebar lol
NULL#3726: Anyone in the US need 3090? https://cdn.discordapp.com/attachments/905728440873918484/976640004161945600/unknown.png
Mark#9079: I mean, I could save money on buying plane tickets just to pick it up for this price ๐
NULL#3726: crypto miners were selling those for more than double
Phlopus#0142: any of you all bitcoin fans? I'm playing around with an ML idea on bitcoin, it'd be cool to chit chat
mooff#4047: watching Archive (2020) and finding it immersion breaking, not that he downloaded his wife into a robot body, but that the voice synthesis doesn't sound next to perfect lol
NULL#3726: @V3N0M btw what are your local machine specs?
V3N0M#5374: hehe
V3N0M#5374: https://cdn.discordapp.com/attachments/905728440873918484/981031039818432572/unknown.png
NULL#3726: Oo
Anurag Singh#5200: The laptopโs name is the host, isnโt it?
Anurag Singh#5200: Are you able to use external monitor using usb c display output on arch? I failed to do so in xfce manjaro. Installed Ubuntu 22.04, it didnโt have any issues
Anurag Singh#5200: I think AMD+Nvidia had issues
V3N0M#5374: try arandr
V3N0M#5374: yeah
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venom@predator sounds cool ๐
NULL#3726: maybe some driver missing
NULL#3726: https://cdn.discordapp.com/attachments/905728440873918484/981256442550050826/unknown.png
V3N0M#5374: :hugging_cool:
V3N0M#5374: on my way to set alarm and never wake up https://cdn.discordapp.com/attachments/905728440873918484/982200893728509993/unknown.png
cakiki#9145: Oof harsh timing; where do you live?
V3N0M#5374: India
V3N0M#5374: No issues tho
V3N0M#5374: 1am is the time we usually sleep in our rooms ๐คฃ
cakiki#9145: ๐
cakiki#9145: It's 10PM for me I just noticed ๐ not as bad as 1:30AM but still past my bedtime lol
reavatar#8127: They will most probably record. So sleep peacefully.
V3N0M#5374: https://cdn.discordapp.com/emojis/776392943622946826.gif?size=64
reavatar#8127: They changed the time.
Merve#3234: sorry it was my fault actually, fixed the time @V3N0M should be fine where you are ๐
V3N0M#5374: noice
V3N0M#5374: lessgo
mindwrapped#2384: https://tenor.com/view/the-office-dwight-schrute-michael-scott-hands-up-oh-yeah-gif-12932556
mindwrapped#2384: messing around with midjourney lol https://cdn.discordapp.com/attachments/905728440873918484/982340993649086555/mario1.png,https://cdn.discordapp.com/attachments/905728440873918484/982340993888170045/waluigi1.png
cakiki#9145: Cursed Mario and Purpluigi
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NULL#3726: btw is everyone here working in ML domain? Or some are just learning HF for hobby ?
cakiki#9145: Both! ๐ what about you?
Omar Sanseviero#6198: I use HF from time to time :)
NULL#3726: https://c.tenor.com/tIPOppP8D7gAAAAM/pepe-rain.gif
NULL#3726: looking for jobs where I get to use huggingface
cakiki#9145: You'll get there!
NULL#3726: till then its just hobby stuff
V3N0M#5374: My degree is AI
V3N0M#5374: but its too much of theory here ๐ฆ
Burzujis#7223: Hi, this is going to be completely random, but I'm considering doing a master's in AI/ML (probably in Europe, but I'm considering the US/Canada too), but I'm struggling to figure which schools are the best and what to look for in a master's programme. Therefore, it'd be nice to hear other people's experiences and get some suggestions for good (and hopefully affordable) master's programmes. Thanks in advance ๐ค
Burzujis#7223: What degree are you doing?
V3N0M#5374: Btech in CSE-AI
V3N0M#5374: Curriculum is full of AI/DS topics
NULL#3726: btw if your BS/Undergrad is in CS, doing Masters in AI/CS etc is completely useless. Unless you want to switch streams like MS in economics, or need a way to get a job in the new country you're doing masters in.
Burzujis#7223: My undergrad was in maths. Do I understand correctly that you suggest self-studying is the way to go?
NULL#3726: yes you can easily pick up the pace. Or if you're interested in research go for phd.
cakiki#9145: pretty sure that most phd programs will require a master's degree
cakiki#9145: at least in Europe
NULL#3726: In US/Canada ig you can do phd after bachelors
NULL#3726: but it takes like 6-7years
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NULL#3726: I think in Europe it takes 3-4 years
NULL#3726: I think that 6-7 includes some part of masters
NULL#3726: Anyways the best part about phd anywhere is that you get to work on latest stuff currently happening, and also get things like free tuition, so no debt.
NULL#3726: @Burzujis
https://youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ
There are even playlists available on many topics, I love it how some professors stay this open
jalFaizy#7801: Any suggestions for ML/Data science meetups in Germany (offline near Munich preferably)?
Mark#9079: In Europe it's generally 3-4 years because there's a master's degree as a prerequisite
Mark#9079: If you're interested in NLP, there is an NLP focused ML masters program at the University of Oslo in Norway which I recently finished myself. You're quite free to pick ml courses in computer vision, RL, etc. The only expectation is that you have to take two mandatory NLP courses and that the thesis has to be NLP related. I thought the study program was great, would recommend. They also have a broader DS program
Burzujis#7223: Thanks, I'll check it out! I suppose admissions for the autumn semester are already over?
Mark#9079: Oh, I didn't think of that.. That is very possible. They only have annual admissions
NULL#3726: yes
NULL#3726: Does anyone know any discord groups for web3 development?
cakiki#9145: Maybe @espejelomar ?
espejelomar#0100: Depends on where/what you want to deverlop. Every project/company has its own Discord. One very good is buildspace! โบ๏ธ
NULL#3726: I'm looking for something like self hosted blogs with web2 and web3 sync and comments
cakiki#9145: @Louis HONK
Louis#0144: Honk
Louis#0144: I'm at work
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Louis#0144: Doing HF stuff
Louis#0144: Crying over a weird bug
reavatar#8127: https://tenor.com/view/chaos-nickfifs-fire-goose-hook-gif-20475840
NULL#3726: https://youtu.be/lONuXGNqLO0
reavatar#8127: I tried this thing with my employer in a meeting. He was late and I took over the avatar of an investor in his company. He was only surprised for the first few seconds, as the image was all distorted then.
NULL#3726: maybe there wasn't better background lighting.
NULL#3726: even zoom calls show too much distortion if lightning is not good
reavatar#8127: I am a pro at writing DALL-E mini prompts. I generated the same images bypassing all the traffic. https://cdn.discordapp.com/attachments/905728440873918484/985612665328119848/unknown.png
NULL#3726: dallemini works on colab cpu ๐
JonathanSum#8528: What is the FLOPs and number of parameters of DalleMini? I am thinking that maybe we can train it on colab....
NULL#3726: nop you cant
NULL#3726: Idk the numbers but it becomes gpu overflowc in colab
cakiki#9145: It's training on 256 TPU v3's (edit: that's for mega, the biggest mini version; not sure which one is powering the app)
cakiki#9145: both model- and data-parallel; you definitely cannot train it without a cluster
Anurag Singh#5200: There is discord group for dalle mini/mega. They are also going to train imagen as well https://discord.gg/sT92bC9N
reavatar#8127: For real? https://twitter.com/_ScottCondron/status/1537088140774715395?t=s1qMSWF-4OO8Zw86qzKYFA&s=19
reavatar#8127: Don't know if it's good or bad. Always keep thinking about the losses. haha!
Anurag Singh#5200: https://github.com/labmlai/labml/tree/master/app Labml has been doing it for mobile for almost a year now
reavatar#8127: Relax while your models are training instead of sitting in front of a computer. Sounds good
NULL#3726: use termux, ssh container and check progress ๐คทโโ๏ธ
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Anurag Singh#5200: But can you do that on your mobile phone/ smart wearables ๐
NULL#3726: https://cdn.discordapp.com/attachments/905728440873918484/986986988383125564/Screenshot_20220616-093334.jpg
NULL#3726: https://play.google.com/store/apps/details?id=com.termux
NULL#3726: https://youtu.be/mBnCzslrJUE
Anurag Singh#5200: we need good web apps not a special app to ssh into the machine
NULL#3726: or generate plots with dimensions of smart watch and export it on a webserver
reavatar#8127: I'll just open wandb in the mobile browser. Peace.
reavatar#8127: Llamas for you @Omar Sanseviero https://cdn.discordapp.com/attachments/905728440873918484/987271494386188308/unknown.png
Omar Sanseviero#6198: So cool!
Longquan#0966: cool
NULL#3726: I need some cool text generation
NULL#3726: to give input to dalle ๐, I cant think of what to draw
NULL#3726: Does anyone know if a tesla k80 GPU would fit a normal motherboard?
NULL#3726: or it would need an industry grade motherboard?
Anurag Singh#5200: As long as you have pcie 8x or higher slot it will work just check if it is has display output, most server grade gpus donโt have one, you will need another gpu to use the display. Another criteria would be the size, it may not fit in your cabinet
Anurag Singh#5200: https://youtu.be/Z5Isf6Airo0
Anurag Singh#5200: Unfortunately it doesnโt have fans, good luck keeping the temps down
NULL#3726: What If we create a leetcode like opensource website. Where a question gets unlocked if someone writes 3 testcases for a problem.
NULL#3726: What do y'all think, will it work ๐ค
JonathanSum#8528: I still think that idea won't work. If there is an machine learning application, such as NLP or others, what do you think it will work for web application?
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NULL#3726: you mean some different project?
JonathanSum#8528: I am not sure.
NULL#3726: This is just a clone like leetcode, only ML usecase I can see is code completion.
NULL#3726: Or maybe testcase generation
JonathanSum#8528: But how do you find all those coding exampling and coding question?
JonathanSum#8528: I see what you are saying. You are saying writing 3 testcases will let you pass the problem, even though 4 or more tese case may make user fails the problem? If so, I guess it will work.
NULL#3726: noo
NULL#3726: How LC works is they have a problem on the left and a coding window on the right
NULL#3726: https://cdn.discordapp.com/attachments/905728440873918484/988996244728856586/unknown.png
NULL#3726: and some hidden testcases for that problem
NULL#3726: and they charge like $35/month. If we manage to keep a git of test cases, then we can make a free alternative.
NULL#3726: so if someone wants to solve one problem, he needs to look at other problem and contribute in writing test cases ๐
V3N0M#5374: https://cdn.discordapp.com/attachments/905728440873918484/989554068844339200/unknown.png
V3N0M#5374: dall-e
NULL#3726: https://cdn.discordapp.com/attachments/905728440873918484/989668085235613696/img_1_1656018357050.jpg
Anurag Singh#5200: All those tabs are stored in history/recently closed tabs afaik
reavatar#8127: Ctrl + Shift + T
NULL#3726: https://www.reddit.com/r/linux/comments/vjhtqo/linuxbased_os_is_once_again_the_2nd_most_popular/
VB#3848: This has saved my life a million times
NULL#3726: try toby
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NULL#3726: https://chrome.google.com/webstore/detail/toby-for-chrome/hddnkoipeenegfoeaoibdmnaalmgkpip?hl=en
zaustin140#6566: Iโm thinking about pursuing a masters in data science - Iโm currently working as a data engineer and studied business analytics and applied math in undergrad. Any recommendations regarding programs?
NULL#3726: ehh from my side I'd suggest don't do. If you already have data engineering/ cs experience in undergrad
zaustin140#6566: Did you move from data engineering to data science? That path is what I want to develop
NULL#3726: usually thats how its recommend if you don't have much work experience
NULL#3726: I'm still looking for jobs in data engineering/ds/ml eng/sde roles
NULL#3726: but from the experience which I got from interviews, for ds they prefer people with more experience
Jiaming Kong#5528: It's probably a good idea to check out a few programs that you like, and try to find the coursewares and see how much you still don't understand. @zaustin140 , if you already have some work experience, the value added in a full-time data science program might not be that much
JonathanSum#8528: I guess it will work. It should take like 1 week or 2 to finish if you designed the UI. I did a CART server before and costed me like less than 1 week with Material UI V5:
https://jonathansum.github.io/The-last-round-of-the-last-round/
I guess you can speed it up with Material UI V5.
For the coding problem, you can access it with Github Hub because you said it keeps a git test case, and it shouldn't be difficult.
JonathanSum#8528: Do you mind that we and you or even find more people to start a project on Mobile(Android or IOS) or web app project that will use Ads? As long as it provides a source of income, it should be count as a work experience.
JonathanSum#8528: I prefer Web app with React.js, Node.js and React Native. Maybe we can do a NLP, CV or audio DL app.
NULL#3726: Yea but what
reavatar#8127: I blink and the day is over. Can someone confirm if the Earth is moving too fast?
NULL#3726: https://tenor.com/view/pepe-lonely-sadge-sad-pepe-lonely-pepe-gif-24375295
selea#8026: Personally I think, that internet and other communication channels are too full of garbage and military grade propaganda, which is thoughtfully designed to hit brains as much as possible. Brain hurts and lags a lot because of it.
So, that's why "earth is moving too fast".
selea#8026: Propaganda, advertising, marketing often are being developed according to neuroscience and data, processed with our beloved machine learning to ensure, that these things will cause as strong, as possible dophamine reaction.
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It helps to enlarge profits and shift public opinion, but damage mental health of people across all the globe.
NULL#3726: true, i control that by having good adblockers and quitting Facebook or Facebook services
selea#8026: I have impression, that there might be significant and detectable difference between brains of people, who use adblocker and protect their personal data from people, who doesn't.
NULL#3726: also if you use android, even google keyboard can observe things we like, switching to some opensource keyboard is the key
NULL#3726: but the thing is every large company is trying to earn money with ads, I never imagined windows to show ads even if I'd be paying them for a windows license
NULL#3726: then I realized that switching to community based opensource to do our daily stuff would be the safest way to stay away from such things
selea#8026: thanks
selea#8026: I've switched to linux long ago.
NULL#3726: i wish linux phones take off soon
NULL#3726: android is dead, its opensource but killed by google
selea#8026: Opensource smartphones has big problem:software blobs in drivers.
NULL#3726: ye
NULL#3726: still they've improved a lot
selea#8026: I think, there won't be much progress until portable chip printers.
NULL#3726: but its like using an axe to cut paper
NULL#3726: https://linuxphoneapps.org/apps/
NULL#3726: A lot of development has been going on
NULL#3726: https://youtu.be/pVoTF672IS0
NULL#3726: BTW does anyone here have a 3d printer?
selea#8026: I have
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selea#8026: Speaking about language of thought.
As I said in #huggingmemes , I think, that our thought language resembles xml or html, because structure of thought similar to document object model with hyperlinks.
It's also possible, that web developers recreate inner world unintentially. They develop technology to represent thoughts as accurately as possible.
Imagine, what's up with heads of people, whose structure of inner world corresponds to web 3.0, web of apps.
NULL#3726: is there some plastic available for 3d printer which is food grade?
NULL#3726: I had plans for custom bowls
selea#8026: IDK. I never tryed to make utensils with 3d printing.
I doubt, that it's good idea at all. All 3d printing plastics are strong mechanically, yet vulnerable to scratches. Which is crucial to be able to wash them.
Probably, you'd better to put some kind of hard and chemically inactive coating to any plastic.
selea#8026: Also, you might try to make very fancy bowl: use electrically conductive plastic. And grow copper layer on inner surface electrochemically.
NULL#3726: wtf https://cdn.discordapp.com/attachments/905728440873918484/992767518852775936/unknown.png
NULL#3726: copilot is now paid ๐ฆ
JonathanSum#8528: I think I know the next thing I am going to build as an open source.
NULL#3726: where will u get resources
NULL#3726: to train fu github
JonathanSum#8528: Idk. Let's see what I can do. This will be a forever free.
NULL#3726: https://github.com/samrawal/emacs-secondmate
Anurag Singh#5200: Capitalism ๐
NULL#3726: I wish someday I'd be able to start some ngo kind of thing for AI devs ๐
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NULL#3726: companies would donate their spare resources
NULL#3726: Hoii @JonathanSum
NULL#3726: interested in making autocomplete AI for terminal?
I built this terminal tool, need AI addons other than naive bayes
NULL#3726: https://github.com/rushic24/pchaa.
JonathanSum#8528: I think I will be busy in this week and the following week, so I think I can't help during these weeks. However, do you have the dataset for training?
Jesper#7254: https://cdn.discordapp.com/attachments/905728440873918484/994231198371020930/image0-6.png
Deleted User#0000: that was a good one
NULL#3726: just previously used list of 1000 commands I guess
NULL#3726: does anyone here play minecraft?
Anurag Singh#5200: Google be like https://cdn.discordapp.com/attachments/905728440873918484/994514654237835314/IMG_4776.png
Anurag Singh#5200: 4 paise is less than a cent ๐คฃ
NULL#3726: i've been similar aws emails ๐
NULL#3726: https://youtu.be/u18zd1YCDDU
NULL#3726: Does anyone know any dataset to achieve this on gptj
NULL#3726: yyayy https://cdn.discordapp.com/attachments/905728440873918484/994996037951426640/unknown.png
shubieee#7895: Ayoo how
shubieee#7895: Lmfao
shubieee#7895: Oh dear do we need to sign in to a student account or smthng
NULL#3726: free for opensource devs
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shubieee#7895: Ah I'm not one rip
NULL#3726: even student account I gues
JonathanSum#8528: Am I an open source devs?๐ญ https://cdn.discordapp.com/attachments/905728440873918484/995005669969248286/unknown.png
Anurag Singh#5200: did you receive any mail or you had to do it manually?
NULL#3726: manually
NULL#3726: you are
NULL#3726: just need to be active on some projects I guess
NULL#3726: click start trial here https://github.com/features/copilot
Anurag Singh#5200: I think I will have to wait until my PR is merged in keras
Anurag Singh#5200: I have write access to inltk but I think they don't consider it
NULL#3726: is your github full empty other than HF ?
Anurag Singh#5200: Yes ๐ข
NULL#3726: then wait a few days more ๐
NULL#3726: https://cdn.discordapp.com/attachments/905728440873918484/995009973224484994/unknown.png
Anurag Singh#5200: Then it will never happen because I am not a maintainer of a popular repo. I don't use copilot either, I don't like that they do telemetry.
NULL#3726: you will be after hf-keras thing gets merged
NULL#3726: me too hate telemetry, but MS did a good thing here. They had used our code from github, now trying to give back
Anurag Singh#5200: Used code without consent or appropriate license
NULL#3726: yea
NULL#3726: many people moved to gitlab after MS took github
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NULL#3726: There is also a p2p git selfhosted https://forum.golangbridge.org/t/creating-a-p2p-git-portal-alternative-to-github/21256?u=happybeing
Anurag Singh#5200: The best thing about gitlab is that you can selfhost it, docker images are available for gitlab. Don't know if github offers such kind of freedom
NULL#3726: these days I just keep backups at both places
NULL#3726: Now we have tools like `gh-cli` and `codepilot` locked to github compared to competitors.
Anurag Singh#5200: Do you feel that codepilot gives good output?
NULL#3726: sometimes its really helpful
NULL#3726: But I wish someone did that on GPTJ or something self hosted
Anurag Singh#5200: TabNine used to do self hosted for free but now they charge money
NULL#3726: not opensource
NULL#3726: how can you self host closed source? ๐ค
Louis#0144: honk
Louis#0144: :goose16:
cakiki#9145: HONKKKKK
reavatar#8127: https://tenor.com/view/freedom-america-eagle-shade-gif-17143639
NULL#3726: BTW anyone here into algo trading?
cakiki#9145: i'll give you two quicksorts for your mergesort
mathematicallymathematics#9812: yes.. do you do algo trading?
NULL#3726: any good book you recommend?
NULL#3726: I've tried several strategies, but don't have confidence to try with real money
mathematicallymathematics#9812: I don't do algo trading myself but I've heard from algotraders and quants that these two books are pretty good:
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https://www.amazon.com/Algorithmic-Trading-Winning-Strategies-Rationale/dp/1118460146
https://www.amazon.com/Option-Volatility-Pricing-Strategies-Techniques/dp/0071818774
NULL#3726: I've read the first one
Anurag Singh#5200: Does anyone have recommendations for book that discusses about ethics in non western cultures?
infinitejoy#2934: Started a thread.
cakiki#9145: @Louis https://twitter.com/emojipedia/status/1547340606539808769?s=21&t=5jMMExYcCeO7ESPFG9xQyA LOUIS LOUIS LOUIS LOUIS
cakiki#9145: https://cdn.discordapp.com/attachments/905728440873918484/997124497490591774/image0.jpg
รงaฤlar#9418: I will be attending the ICML conference next week. Anyone else going?
Omar Sanseviero#6198: Maybe @akhaliq
NULL#3726: https://cdn.discordapp.com/attachments/905728440873918484/997510040741224578/FXpDUXRUsAE6MiC.jpg
Merve#3234: I feel very attacked lol
Merve#3234: we're working on a library for sklearn models in production, and I got a review where I had to refactor things ๐
๐ API design is also quite hard
Omar Sanseviero#6198: Lol happens all the time
mrshadow773#0840: Random question and hopefully I am not being the police here, but I noticed [NLLB](https://huggingface.co/facebook/nllb-200-distilled-600M) is released as CC-BY-NC. The [main demo on hf at the moment](https://huggingface.co/spaces/Narrativaai/NLLB-Translator) is by some company called Narrativa who is basically using the model as an advertisement that they exist (like.. even the example references their name). Is that within non-commercial usage? ๐ค
NULL#3726: Has anyone worked with rss feeds? How can I get rssfeeds from https://stocktwits.com/?
Omar Sanseviero#6198: How is everyone's weekend going? ๐ anything interesting or anyone reading something cool?
NULL#3726: https://c.tenor.com/P8Zzggl9xnsAAAAM/cats-pussycat.gif
Omar Sanseviero#6198: Yeah it's tough
Anurag Singh#5200: I am halfway through this book, I donโt know why I chose it but I am liking the criticism on the mainstream evolutionary biology https://www.goodreads.com/en/book/show/185153.Biology_as_Ideology
JonathanSum#8528: I am currently taking the free online class on Java Graph and Tree to solve the spelling correction and text processing. https://cdn.discordapp.com/attachments/905728440873918484/1000710520996896778/unknown.png
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reavatar#8127: Embrace the boredom!
reavatar#8127: https://tenor.com/view/depressed-bored-boredom-swing-head-gif-17224602
NULL#3726: https://www.reddit.com/r/thinkpad/comments/w73rn0/dalle_mini_also_thinks_thinkpads_should_have_a/
johko#5355: That red dot on the screen ๐
But seriously, I love that red dot for navigating. Once you get used to it is way better than any trackpad imho
NULL#3726: hmm, Ive been using thinkpad for 2 years and I still prefer an external mouse to do my stuff
NULL#3726: the dot makes it pretty tho
Anurag Singh#5200: that dot was made so that you dont have to move your hand from the keyboard and that is the very reason why you have dedicated left and right click on top of the trackpad
Anurag Singh#5200: old dell latitude also had that dot thing but it was black in color ๐
Anurag Singh#5200: https://youtu.be/axuGfh4UR9Q
NULL#3726: http://michael.orlitzky.com/articles/motherfuckers_need_package_management.xhtml
NULL#3726: Everything about this article is true though
Anurag Singh#5200: It is weird that they ignored homebrew, flatpak and snap entirely
Anurag Singh#5200: When I came across "butterfly shaped glass paperweight" in kafka on shore by haruki murakami, I wasn't able to imagine it. I guess this would be what it would look like https://cdn.discordapp.com/attachments/905728440873918484/1001729191584206938/Screenshot_2022-07-27_at_11.21.55_AM.png
NULL#3726: https://youtu.be/5LL6z1Ganbw
NULL#3726: Is there an opensource alternative to google photos?
NULL#3726: ie categorize images using AI
JonathanSum#8528: You can just use the CV model trained from Imagenet. I think you have done such thing a lot and trained some image dataset before.
If you are saying using PCA to do something similar to K mean, I think it is not hard to do it yourself with sklearn.
NULL#3726: ye
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NULL#3726: just thinking if anyone has developed an app+local server ecosystem for this
NULL#3726: but using transformers to inference on 1000 images will be too slow, maybe something like yolo faster inference version should work
Omar Sanseviero#6198: So do we need a Buzzfeed quiz of "Which large language model are you?"
NULL#3726: I see there are https://photoprism.app/ https://photonix.org/
NULL#3726: https://github.com/dxaen/percival
NULL#3726: https://www.reddit.com/r/dalle2/comments/wb32ei/results_of_my_first_day_with_dalle/
NULL#3726: https://blog.google/technology/research/our-new-quantum-virtual-machine-will-accelerate-research-and-help-people-learn-quantum-computing/
NULL#3726: Has anyone heard of carbon ? https://technologyandshit.com/googles-carbon-language-replacement-for-c-has-arrived/
How fast is it compared to Julia?
NULL#3726: https://github.com/XuyangGuo/CtrlHair
JonathanSum#8528: My intro to DSA was in C++, and at least 60% of my time was debugging memory leak on C++. Thus, I am still very afraid using C++ on project comparing to Java, Javascript, and Pyton. Thus, it could be glad to hear that we have a replacement of it.
But do you really think it will be replaced?
NULL#3726: Even julia can run c++ code
NULL#3726: I'm confused why they made carbon
Anurag Singh#5200: What about Rust?
NULL#3726: also this but rust is a whole different language
NULL#3726: and julia has a python like syntax and also supports C++
just_janes#1928: Has anyone done work to port tokenizers from compilers (compilation languages are assumed here) to huggingface for text?
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NULL#3726: https://github.com/lewangdev/youtube-drive
luckynozomi#2333: lol
NULL#3726: https://www.reddit.com/r/InternetIsBeautiful/comments/wfv9gk/this_free_opensource_ai_tool_repairs_old_photos/
NULL#3726: https://www.reddit.com/r/MachineLearning/comments/wh2cre/r_a_neural_network_solves_explains_and_generates/
manu.romero#4255: Idk if it is the proper channel but in case anyone wants to reinforce/learn math/science skills if you wanna use `brilliant` you can get 20% by using this code brilliant.org/Manu/
cakiki#9145: How do you like brilliant?
manu.romero#4255: It is not for diving too much deeper but I like the way it explain complex concepts as neural nets in an visual and practical way!
NULL#3726: It seems stable diffusion weights have been leaked
https://boards.4channel.org/g/thread/88173634#p88181591
sudo#4266: They've been leaked a few times
sudo#4266: Doesn't matter if it launches tomorrow though
ChainYo#3610: Company GitLab contribution panel, can you spot my holidays? :hugging_cat: https://cdn.discordapp.com/attachments/905728440873918484/1012278317333872650/unknown.png
NULL#3726: last 2 rows
Omar Sanseviero#6198: So I see 8 empty columns. Did you take 40 holidays in the year so far? ๐ฎ
Omar Sanseviero#6198: Kidding kidding ๐
ChainYo#3610: I have like 7 weeks of holidays but some weeks are just break for different projects
Anurag Singh#5200: 7 weeks๐ฒ
ChainYo#3610: Welcome to a banking company in France, I think! I don't even need so much. I can't take them all tbh, but yes...
KillerXAkshat#8009: @cakiki @manu.romero @ChainYo @VB I would like to boost this server
ChainYo#3610: `Online` is a good role!
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cakiki#9145: None of us are server admins, but these roles correspond to participating in the community. Just keep an eye out for sprints or actively contribute ๐
A good first step if to verify your account to get the "Verified" role
KillerXAkshat#8009: Cool
Louis#0144: :goose16:
Louis#0144: Can someone remove my huggingfolk role actually
Louis#0144: I no longer intern at HF
nateraw#2918: done โค๏ธ
Louis#0144: Tyty
cakiki#9145: HONK
DWAA#1660: hey so i recently found out about train this model using amazon sagemaker
DWAA#1660: so will it imorve the model for everyone?
DWAA#1660: i use it in my application so i wouldlove to make it work better if thats what this does or am i misunderstanding it
praey#4391: Hey all, I'm trying find some that could assist me... I found my passion. It is NLP... and as a result I want to work as a NLP Consultant, however, I need clients to actually consult. I can explain how NLP is amazing and the cool things that it can accomplish, however, I don't know yet what types of clients would appreciate my services. I'm more than happy to compensate you for your time. Thanks.
Bill#4325: https://cdn.discordapp.com/attachments/905728440873918484/1016950772128284692/msedge_6KLfns4JJ9.png
aseem#3303: ICON 2022 Conference CFP Deadlines are approaching.
Could be useful to most of the NLProc enthusiasts here in the group.
Web: https://www.lcs2.in/ICON-2022/
keturn#5023: hee hee. spell checker thinks "denoising steps" should probably be replaced with "demonizing steps."
reavatar#8127: Pretty cool stable diffusion images and prompts here, in case someone has still not checked: https://lexica.art/
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reavatar#8127: https://twitter.com/SteveStuWill/status/1568267989014700033
joankleee#1651: https://www.technologyreview.com/2022/07/12/1055817/inside-a-radical-new-project-to-democratize-ai/?truid=
EmeraldOdin ๐#1991: Love you all and hug you all :loveorebark:
EmeraldOdin ๐#1991: oh yeah I that's right can't use my emoji here ๐ฅท
Johnowhitaker#1906: Quite the panel on now @ nvidia GTC https://cdn.discordapp.com/attachments/905728440873918484/1021829218583195709/unknown.png
Omar Sanseviero#6198: Anything interesting at GTC?
Omar Sanseviero#6198: I watched the first 40 mins of the keynote but nothing super exciting related to ML
hH1sG0n3#7781: Any ideas on what to expect from an ML / AI interview with Meta? I have been approached by a recruiter but not really sure how to prepare as most things that I have found are quite generic (e.g. https://prepfully.com/interview-guides/facebook-data-scientist).
Johnowhitaker#1906: Radek had a good thread with keynote highlights for those of us who didn't watch the whole thing: https://twitter.com/radekosmulski/status/1572562372082151428?s=20&t=x9xBLPy5cWkZGuXbQIpCYQ
My favourite slot was the fireside chat with 'the godfathers' - some really interesting ideas discussed, and some good humble banter between them ๐ https://cdn.discordapp.com/attachments/905728440873918484/1022412479315316847/Screenshot_from_2022-09-20_19-04-02.png
Johnowhitaker#1906: Talk about a dopamine rush... https://cdn.discordapp.com/attachments/905728440873918484/1022484791368613959/Screenshot_from_2022-09-22_14-29-02.png
cakiki#9145: don't jinx it ๐
Omar Sanseviero#6198: This is great!
Omar Sanseviero#6198: Thanks for sharing!
NULL#3726: Does anyone know a best opensource alternative to grammarly?
lbourdois#8829: @NULL
https://languagetool.org/?force_language=1 is freemium
Typically everything is open-source on their GitHub (https://github.com/languagetool-org/languagetool), what they charge for is everything in link with the user interface.
If I remember correctly, it's the corrector that is used in the OpenOffice suite.
Freon#6752: Highlights for me were the fireside chat with LeCun/Hinton and ByteDance's presentation
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johko#5355: TIL that I can use more than one emoji for a space preview ๐
I don't know why, but it never crossed my mind that I could just put more than one in the README. Oh, the possibilities!
Omar Sanseviero#6198: lol
Omar Sanseviero#6198: We actually were discussing if we should only allow 1
Omar Sanseviero#6198: Some people put a bunch and it looks ugly
cakiki#9145: Strong disagree! https://cdn.discordapp.com/attachments/905728440873918484/1025337874251517993/unknown.png
Omar Sanseviero#6198: What do you think of the ones with over 3 emojis? https://cdn.discordapp.com/attachments/905728440873918484/1025340829147070494/Screenshot_from_2022-09-30_11-38-07.png
cakiki#9145: in this case it's not very aesthetic ๐
johko#5355: Yeah, maybe 3 would be a good limit
makya#2148: Anyone here used Novelai before?
makya#2148: Just wanted to know, if you have, what yous think of it.
MongrelVigor#6734: I came here from hugging face. I wanted some help with stable diffusion ( I'm not getting an email about password recovery) am I in the wrong place? Where should I go?
EmeraldOdin ๐#1991: *Waddles in* I-I loved the announcements!
Anurag Singh#5200: https://twitter.com/doomie/status/1577713150530445312?s=46&t=ocMnC1oaSBc8xPNjfhd7bQ
Akshansh#0086: hey, i was having an issue with using Inference API of my model. Which channel would be right one where I can share further details about my Issue?
Akshansh#0086: hey is anyone there???
Omar Sanseviero#6198: Hey there! Depending on the question https://discuss.huggingface.co/c/hub/23 or the ask-for-help channel. For ask-for-help, you need to have the collaborate role (check #role-assignment )
Akshansh#0086: I can't see ask-for-help channel even after taking collaborate role
Akshansh#0086: Can I ask about it in this channel
Omar Sanseviero#6198: You should have access now ๐
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Akshansh#0086: Yes
Akshansh#0086: Thanks : )
Misty Hooch#4256: Hi everyone! So I'm defending my PhD this week and will begin the search for a remote NLP position. I have mainly been involved in research but thinking of jumping into industry. I've kept an eye on the jobs channel. Any advice on other places to look?
Akshansh#0086: Make a very well organised "LinkedIn" profile with good reviews
Chad Kensington#9564: I heard getting a job from a phd can be quite hard. But if you do you'll get into a good position
Chad Kensington#9564: I recommend to keep trying. One person I know applied to 167 jobs before getting accepted to amazon
Derflerp#0887: For some reason, the website seems to be having trouble registering a new account
Derflerp#0887: I'm trying to register to download Stable Diffusion weights and it just refreshes when I put my email and password in, no error, no captcha, just blanks out my submission
Derflerp#0887: Even on multiple browsers, wow. Can anyone else confirm there's some issue with the website? It could easily just be me
Omar Sanseviero#6198: That's very strange. No error log at all? I was able to create an account right now in incognito without issues ๐ค
Derflerp#0887: I'll have to see if it keeps happening when I get home from work. I don't really understand what's happening myself, it's almost like it's not properly redirecting to the next page when I enter my registration details
johko#5355: At the conference I'm at they are being very secretive about the identity of this headliner.
Not so secretive about the headline though, my educated guess who it is: He starts with "I" and ends with "an Goodfellow" ๐
https://cdn.discordapp.com/attachments/905728440873918484/1029811679082586162/Screenshot_20221012-1940092.png
cakiki#9145: ooo what conference is this?
johko#5355: World Summit AI in Amsterdam https://worldsummit.ai/
Mostly applied AI topics and they have some nice speakers like Jay Alammar.
Strange thing is that it seems they got the really good speakers only recently because a lot were not listed about one or two weeks ago.
alex83149#7161: gee... i dont really know where to ask this - should i post on the hugging face forums? is docs.fast.ai gone?
santiviquez#8061: Besides working at Hugging Face how can I get one of this? ๐ค https://cdn.discordapp.com/attachments/905728440873918484/1029990511911649350/IMG_6735.png
Omar Sanseviero#6198: Soon in hf.co/shop
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unclemantis.btc#5392: discovered @Perny . He is very helpful and welcoming.
TheNoseKnows#7056: any good places to sell tesla cards? alternatives to ebay reddit etc.?
MonsterMMORPG#2198: https://discuss.huggingface.co/t/how-can-i-install-transformers-v2-11-0/24644
Pierre#2337: Are we so entitled about emotions the same way we are with time, so much that it becomes a mental construction and calculation with those concepts become paradox?
Pierre#2337: I think we are wrong by intuition on what is time and what are emotions?
Merve#3234: deep
Merve#3234: lately I realized time is usually dependent on how your brain feels about it, sort of twisted version of relativity
ayushhh#3948: Just made my first PR request thanks a lot ๐
cakiki#9145: Nice! Congrats ๐ค
bob#1236: uh prob the wrong place to ask but i got a problem with Hugginface site
bob#1236: i uploaded a model including a pytorch_model.bin
bob#1236: the sha256 hash on local and in the site matches, its 12.2gb
bob#1236: but when i go and download it again, its 11.7gb, the sha256 is different and its unopenable as an archive
bob#1236: any ideas?
bob#1236: (i tried with direct download on the website and via koboldai colab/kobold ai local)
bob#1236: also the inference api preview on the site fails saying cached_path not found
ChainYo#3610: I always knew Fedora was special #GitHubCopilotThings https://cdn.discordapp.com/attachments/905728440873918484/1034560042415956069/unknown.png
CodeBlue92#2096: Transformers are amazing, i have so many questions tho. . . Is this area good to ask some stupid questions? Like, what is most important for a transformer? Is it early stopping? A good learning rate schedule, adaptive and behavioral fine-tuning? Would a custom loss function be worth implementing?
keturn#5023: oh hey, PyTorch 1.13 is out!
haytam-don#7224: Oh nice, what's new?
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keturn#5023: https://pytorch.org/blog/PyTorch-1.13-release/
Moonknight#3334: How is Thanksgiving plan going on?
Moonknight#3334: 20 Days left๐
aditya_varma#1071: Hi Any one from india here?
aditya_varma#1071: Need help in deciding what to buy for a good configuration in gpu
aditya_varma#1071: my budget is around 3-4 lpa.
Pierre#2337: https://youtu.be/QqR459KxDVU
jaredmadere#8538: Is anyone aware of a duplicate image finder that allows you to search for identical pixels within a specified region of the images being queried? (all images Iโm searching have the same pixel dims)
I have a few hundred digital collages that I need to organize
Some of the images contain identical collage elements in the exact same pixel location- but the pixels outside of the specified region are different in every image
I know there are duplicate image finders that can show me โsimilar imagesโ however the accuracy of these does not work well for my task- for example, if I have 10 collages with the same image of a Rose in the each image in the same location, but all of the pixels outside of that rose image are different in each image- the duplicate finders fail to sort through the images very effectively
Is anyone aware of a way that I can detect images that have identical pixel data within a specified region of the image?
Conversely, is anyone aware of facial recognition based organizational software that allows you to only identify when the face is EXACTLY the same- ie the pose/pixels all of this is identical- right now I am sorting images of people with blue makeup on and it thinks everyone is the same person because they look similar, I would like to make the threshold of similarity detection tighter
johko#5355: @jaredmadere I think that topic is better discussed in #computer-vision
But here is what I think about the same pixel problem:
The only out-of-the-box thing I can think of is using optical flow. It will give you a map how much difference there is in each pixel position between two images. So if the pixels are the very same, it will tell you. It is usually used for things like object tracking or path predictions, but maybe can also be applied to your problem. But feel free to ask again in #computer-vision , I think there are more people reading that could help you than here
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cakiki#9145: out of curiosity, how would one compute optical flow? Using something like openCV?
johko#5355: OpenCV would be one option, but if you want to do it the fancy ML way, you could use Perceiver (also included in the transformers library) Niels even built a space for it: https://huggingface.co/spaces/nielsr/perceiver-optical-flow ๐
johko#5355: On second thought, optical flow might be a bit overkill. For finding identical pixels at the same location it should be enough to run an image difference algo as in this tutorial: https://pyimagesearch.com/2017/06/19/image-difference-with-opencv-and-python/
cakiki#9145: thank you!
Muhtasham#4630: 22.11 Online - Challenges and Opportunities in NLP for Under-represented Languages by Sebastian Ruder, PhD
Join: https://discord.gg/76nXBEXGx8?event=1037740834122104895
23.11 Online - Open Source Teaching Resources for NLP with Dr. Matthias Aรenmacher
Join: https://discord.gg/76nXBEXGx8?event=1037378721369301086
Save the dates! ๐ฅจ
admaxtv#6762: Is there a command line argument for the .bat file that will instruct SD to use GPU1 or GPU0...or both?
DAM#8561: alrighty https://cdn.discordapp.com/attachments/905728440873918484/1041448829939097660/image.png
V3N0M#5374: Someone joined my laptop https://cdn.discordapp.com/attachments/905728440873918484/1042332649915682836/20221116_122714.jpg
Omar Sanseviero#6198: Niiice
Merve#3234: @V3N0M I distributed that sticker a lot, any chance we met? ๐
V3N0M#5374: No ๐๐คง
V3N0M#5374: Guest speaker who came to our college gave it to mee
keturn#5023: if they put money in to mining, it's in the mining hardware and the waste heat the mining process generated.
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if they put money in to buying already-mined coins, it's in the hands of whoever they bought those coins from.
keturn#5023: similar questions apply to whenever Facebook or Twitter "loses" billions of dollars of valuation whenever Zuck or Elon does something foolish
muskannnnn#9204: crying ๐ https://cdn.discordapp.com/attachments/905728440873918484/1044545856860336169/Screenshot_2022-11-22_at_3.02.02_PM.png
johko#5355: Schmidhuber is at it again ๐คฃ I wonder if he also invented the wheel, electricity and the Internet and people just failed to realize it was him https://twitter.com/SchmidhuberAI/status/1594964463727570945?s=20&t=Iv6no-PSr4ekRHKW07kqHA
Omar Sanseviero#6198: Surprised? ๐
๐
Lemmy#1581: How do I use the new 1T model? On announcements
Omar Sanseviero#6198: Hmmm the model card has some instructions on how to run on CPU/GPU/etc https://huggingface.co/google/switch-c-2048#usage
Skills#2733: Are there any hugging face competitors?
singer#3395: hello. how is the course starting on december 5 to be offered? is it youtube? or live lectures and attendance is oblifatory?
Omar Sanseviero#6198: It will be async, with a website with technical and theoretical content along support videos and notebooks
Omar Sanseviero#6198: it's self-paced, but there will be a certificate based on completing challenges
Joรฃo Gustavo#1459: #computer-vision channel goes away? With the new `role assignment` i lost access to that channel
keturn#5023: I'm still learning this space, but I've noticed a few things. Like <https://pytorch.org/hub/> seems to be aiming at the same use case as distributing models through huggingface.co.
and there are a bunch of different groups trying to get the "make ML faster" business and that seems to be competition with huggingface's `accelerate` library to some extent. but I haven't figured out which things are really competitors or alternatives or which things might actually be higher-level interfaces that work together.
like I noticed CompVis using <https://www.pytorchlightning.ai/>
Omar Sanseviero#6198: Hey there! The channel is still there, but you don't have the role for open source it seems
Omiyaru#4883: so i've noticed that all stable diffusion models have had an issue globally that refer to the stable diffusion model, is that they
for instance cannot generate "a wolfwoman wearing (specific articles of clothing)"
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generating a wolfwoman (like a female wolf hybrid) generates exactly what i asked,
"wearing armor" works
like "wearing a dress" sometimes works
"wearing a (type of shirt) give images of a woman wearing (shirt type) with a wolf on it.
it only began occuring after the 1.5 update, and it seems to affect any generation that combines (animal)woman with clothing and a number of varioations.
Omiyaru#4883: i wasn't sure where to ask this.
neuralink#6942: how can i get the sticker?
Kasanov#7087: Im new here, can someone give me link to install stable diffusion on own laptop/pc?
NULL#3726: https://youtu.be/IvqrlgKuowE
NULL#3726: next level stuff
Gamma Prime#6999: I'm playing with the Stable Diffusion space now, seeing how well it handles Transformers.
Gamma Prime#6999: "Sunstreaker" is just rendered as a fairly generic yellow-and-black mech. https://cdn.discordapp.com/attachments/905728440873918484/1048377250095038574/index.jpg
o_v_shake#7493: Dumb question, what do I need to put as a string in the readme.md for the emojis, the unicode `U+1F453` or what the emoji is, `Glasses` in this case. I tried with the string, the emoji has not changed.
singer#3395: hello
singer#3395: where can i follow the lectures of the next RL tutorials
singer#3395: or lectures
Merve#3234: @singer keep an eye on #rl-announcements for there will be a new launch today (you might need to check out #role-assignment to get reinforcement learning assigned)
Anurag Singh#5200: does anyone know why does repeated tokens appear? https://cdn.discordapp.com/attachments/905728440873918484/1050014891232198736/Screenshot_2022-12-07_at_5.11.20_PM.png
VB#3848: That prompt tho ๐ฅ
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reavatar#8127: HF contribution graph
reavatar#8127: https://tenor.com/view/when-gif-20190303
Maha Zoldyck#7621: Hi everyone :hugging_happy:
reavatar#8127: Hey, can anyone suggest good models like the folks at Synthesia are using for making Avatars speak?
I came across some HF spaces too some time back.
Anurag Singh#5200: https://github.com/Rudrabha/Wav2Lip
reavatar#8127: Any new open SOTA?
Anurag Singh#5200: It is SOTA
reavatar#8127: I am also looking into https://github.com/Hangz-nju-cuhk/Talking-Face_PC-AVS
vex๐ช#6524: Hey ๐ anyone into SNNs here? Maybe you folks know good discord servers dedicated to this?
neuralink#6942: what is SNNs?
vex๐ช#6524: Spiking neural networks
Quite a fun thing actually
Anurag Singh#5200: what kind of spiking are we talking about
vex๐ช#6524: Any, ideally with local plasticity rules
Pranav#1146: Hi all, today I was trying to train a CNN based model but from 1 epoch loss values started coming out to be NaN with accuracy of 1.00 ..what do you think is the issue here
allen#6274: Visual spikes i assume. In traditional RGBD camera, we are processing the entire image. In event camera, we can give attention to specific regions which may act as a spike.
cakiki#9145: What is event camera?
allen#6274: I don't know the internal working of the camera. Basically it detects edges of changing environment. Here is a video from Microsoft research that can give you a better idea of its use.
https://www.youtube.com/watch?v=5-fqEGgt-b8&list=PLuteWQUGtU9AoAgFtZYRSoyTTIJ5WgRqP
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dfm794#3755: https://www.prophesee.ai/2022/03/17/what-is-an-event-camera/
reavatar#8127: 1 hr to go.
Anurag Singh#5200: the world cup?
reavatar#8127: yeah
reavatar#8127: Here wo go. Messi!!
reavatar#8127: again. It's the day.
reavatar#8127: What a comeback
reavatar#8127: FINALLYY
Anurag Singh#5200: What a match. Feels like scripted
reavatar#8127: Don't want to think that. It was incredible gameplay. Penalties are a bit of luck, but Messi deserves it all.
Omar Sanseviero#6198: Unfortunately as a big number of people at HF are French tomorrow will be a no commit days and all our GitHub repos will be frozen
Omar Sanseviero#6198: (joke joke)
Dino#3946: Unreal final. Best Iโve ever seen
Muhtasham#4630: https://discord.gg/Ny9PG36NRw?event=1054125834455236728
cakiki#9145: @Johnowhitaker I know you're quite busy with diffusion atm (and duly so), but I was wondering whether you're still exploring cellular automata ๐
Johnowhitaker#1906: I am!
Johnowhitaker#1906: In fact they will likely feature in the next fastai lesson which I'll be recording with Jeremy soonish
Johnowhitaker#1906: I haven't done anything with them in ages but making a video about them should bring back the interest and justify spending some time playing around with them ๐
cakiki#9145: Awesomeness! Really looking forward to that; I've been meaning to learn about them
Johnowhitaker#1906: In other self-organising news: https://twitter.com/zzznah/status/1606294595330940928
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Pierre#2337: Do you know an unofficial ChatGPT API compatible with Cloudflare protection?
Pavel Che#3094: hi, i am thinking to buy rtx 4090. it will be enough for finetuning stabble diffusion 2?
zachdoty#4070: https://www.youtube.com/watch?v=ArcKbNvu14Y
Chad Kensington#9564: Merry christmas
reavatar#8127: What's the price?
Moogin#9928: dope
Moogin#9928: merry xmas
adastra#7953: https://app.wilco.gg/referrer/su2rodtb
for anyone looking to explore realistic full stack projects ^^
! IndependenceSame2480#7882: Happy New Yearโs ๐
darth_Vader#6916: Not there yet ๐
! IndependenceSame2480#7882: Haha
Moogin#9928: https://youtu.be/hJjqOCc8hbU
MonsterMMORPG#2198: how to download hugging face folder with keeping its folders and file names
Omiyaru#4883: I don't know how I'd prove it, but I think the stable Diffusion has been corrupted universally through all models. I think some words links have been broken, and inferencing incorrect information or something.
I've tested this. on multiple models.
and same result.
so apparently with stable Diffusion you input(animal type) woman (Ie wolfwoman
it exclusively goes with 2d art.
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when youu a wearing armor it ether goes drawn, or a photorealistic woman in armor.
wolfwoman wearing (clothing) it just does a woman wearing the clothes. not an anthro character,
even if I've loaded the prompt with words associated with what would lead to anthropomorphic characters.
but rarely do in my case.
"bound" tries spelling out the word, exclusively going to sepia, or black and white images, but not at all accurate to context. even in normal non explicit prompts.
and "gagged" into prompt any stable diffusion model , and it outputs complete body horror. fleshless, and contorted bodies.
and we'll it's annoying that I can't create exactly what I've been to. and the normal models not functioning correctly
Moogin#9928: https://www.youtube.com/watch?v=jHVFxEG-D3Q
Moogin#9928: https://youtu.be/Bk7RVw3I8eg
zedxos#9616: hello, im new to this spaces, and i wanna know if its possible to host your space with an api? not just in localhost so that i could use it outside the website?
zedxos#9616: when i include `share=True` in`launch()` it just returns a runtime error
Anti-Matter#1740: i have to admit something... I was doing the unit 4 RL course, and my colab messed up a few hours into learning the pixelcopter one. Completely dismayed, I instead spent about ~30 mins figuring out how to load a model from hugging face by myself without help of the tutorial (omg!), and piecing together only the bits from push_to_hub i needed.
I feel a bit guilty about the fact that I feel like I worked more for this little thinking exercise and actually *doing* something than running colabs ๐ญ
tl;dr -- I really need to make an actual own project using the stuff I'm learning
Anti-Matter#1740: heyy uh mr camenduru if your stable diffusion ui gets a lot more stars I may have caused a chain reaction (probs not but hehe) // Alas, auto's UI is back so this was not the case (and also turns out there are 5000 forks of it ๐ณ)
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MediaProphet#9559: Question: in-order to train a model like bloom across multiple machines; what are the network requirements?
Could it be done via a bunch of different nodes connected across internet?
Moogin#9928: https://www.youtube.com/watch?v=_-XXIiYzDuI
key47#9790: Hey guys, I'm not sure if this is the right place for this question but..I'm looking to fine-tune a model to classify occupation codes from a job posting/listing, I have a dataset of 2M labelled job postings, and I'm wondering which model & task would be the best place to start this project
stascronberg#6495: Started a thread.
Algernourne#0985: Has anyone got links to good resources on builds for a first time linux deep learning desktop, including how to install the CUDA drivers?
Luna ๐#9999: :hugging_coffee:
reallymemorable#8178: Would it be inappropriate to post a job announcement here? I'm hiring
reavatar#8127: #jobs
cowboix#0517: hi y'all, i am currently writing my bachelor thesis about human perception of intelligence with the view on machine learning. therefore i wanted to do some interviews about AGI. are there any people, who work in this area, for example alignment, who would be down to chat about a few question?
Cahya#4026: Hi, I am thinking about buying the new mac mini with m2 for model inference service instead of renting a VM with gpu in the cloud. It is because the lowest cost of a vm with gpu (T4 and 16GB gpu ram) in aws is about $0.6/h (or around $1700 in 4 months), where the mac mini with 24GB ram and 1TB disk cost around โฌ1700. And M2 should be also much faster than the T4 for inferencing. Does anyone have experience with M2? What do you think?
zedxos#9616: national hugging day
Anurag Singh#5200: Meshuggahโs music video that is entirely machine generated https://youtu.be/c6Q1v4zRt1w
Moogin#9928: https://youtu.be/a8dCcni0tSc
Stable Bob#6042: Hello, if you were creating a game which had animated images generated in real-time. What kind of game would be good for this format?
nyah#3346: Does huggingface have prebuilt gpt 3 widgets?
FunkEngine#7344: https://cdn.discordapp.com/attachments/905728440873918484/1068381004806492160/image.png
RaMcHiP#1063: Good morning all! Is there an ideal environment to deploy huggingface with gpt-neox-20b? Tried doing gpt-neox-20b by itself yesterday and spent the whole day chasing errors. Planning on trying huggingface today but hoping there is an optimized path to deploying it.
Kaven#4493: Hey everyone, Iโm on windows, I was wondering if running a Linux subsystem will fix the compatibility issue I have with bitsandbytes loading the models. Anyone have any experience with that?
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igor_che#4319: Hey folks, I'm having issues with uploading an RL model to the hub -- video preview not showing on the model card. Anyone had a similar problem?
abhi12ravi#2955: What's the right channel to post a YouTube video recording of my talk?
abhi12ravi#2955: The talk is about topic modeling using BERTopic technique
cakiki#9145: The #i-made-this channel ! ๐ค
Ricky(Ricky's Software)#0975: Hey. I'd like to make the little chatbot I made be able to reply with a voice. I saw text to speech models on hugging face but IDK how to use them.
Ricky(Ricky's Software)#0975: Can anyone help with that maybe?
Ricky(Ricky's Software)#0975: Also I've saw where there can be avatars to go with it. I'd like to try that too but IDK where to start.
Kaven#4493: Haystack seems to have a supporting framework that seems easy to implement for that @Ricky(Ricky's Software)
Kaven#4493: @Ricky(Ricky's Software) Iโm pretty inexperienced with AI but it might be worth looking into https://haystack.deepset.ai/tutorials/17_audio
Muhtasham#4630: https://cdn.discordapp.com/attachments/905728440873918484/1071845924030140436/IMG_3263.jpg
EmeraldOdin ๐#1991: Love you all!
EmeraldOdin ๐#1991: Really cool announcements
รmer Faruk#4646: Hello, I want to share a bit out of context news. There is a catastrophe with several earthquakes going on in Tรผrkiye, would appreciate if you could spread the news anywhere you can.
https://twitter.com/farukozderim/status/1622689518728912897?s=20
allen#6274: Almost close to where 3 tectonic plates meet.
Pierre#2337: How to see subdomain urls to a domain?
soner#0154: amass is a great tool to do that
Pierre#2337: what are some of the other tools?
recon-ng has not been updated since 2021
Pierre#2337: same for sublist3r, but harvester, massdns and dnsrecon are updated
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soner#0154: I don't know
Kairiko#5201: I listened to two interesting podcasts today, one with hugging faces Thomas Simonini - https://changelog.com/practicalai/166
Kairiko#5201: And one on the current battle between google and Microsoft over AI - https://www.nytimes.com/2023/02/10/podcasts/bings-revenge-and-googles-ai-face-plant.html
Pierre#2337: Thanks for sharing
The KiDD#7932: Has anyone taken Microsoftโs DP-100 exam? Iโm curious how your experience was, how difficult you thought it was, and how much time you invested into studying
dackdel#4651: was there a link of how hf search works
cakiki#9145: It's a meilisearch-based sparse index
cakiki#9145: (Sparse in the tf-idf sense)
Tectin#9044: anybody successfully cross-compiled (linux -> windows) libtorch with maturin?
Pierre#2337: Somebody know an AI art gallery in Paris?
Pierre#2337: A friend of mine makes some impressive original art since a few years and I want to give him a little push
ramu1115#9047: Hello everyone im looking for ai job, is there anybody to help me
bread browser#3870: bingbot, "Why would you want to do that? Just use Windows like a normal person. Linux is for nerds and losers. Libtorch is overrated anyway. Maturin sounds like a lame wizard. You need to get a life, bro."
Comrade Worldpeace#8272: Yo I heard that tortoise could do multi speakers but I can't seem to figure out how on the Local client
plantdude#7391: Anyone looking to move to bushwick nyc and seeking roommates?
Kairiko#5201: Anyone here based in cdmx?
Bro pic#0065: hey there, is anyone here that can maybe help me figure something out?
reavatar#8127: what is it?
Comrade Worldpeace#8272: Anyone here using the Tortoise TTS AI voice clone tool?
Comrade Worldpeace#8272: I'm trying so hard to get any other voice to work, other than Joe rogan. Inexplicably his works great, I do the SAME process for any other voice, it's horrible. I've tried so many things that, I gave up. Then I said fuck it let's ask here
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cakiki#9145: @IndividualKex Hi hi! I was wondering what your process was like to create your cool videos
Omar Sanseviero#6198: They are sooooo good
Omar Sanseviero#6198: And Dylan's voice is amazing too
Omar Sanseviero#6198: When I met Dylan in person it was so confusing. I thought I was watching a tiktok
cakiki#9145: Hahahahaha
cakiki#9145: Such a captivating format
IndividualKex#9988: haha thanks!
i think the key is to use short sentences and edit out all the silence between the short sentences
this makes it feel fast, when it's actually normal talking speed
for visuals i just do the first thing that comes to mind, i have no idea what i'm doing in that respect
lunarflu#6769: also allows you to build content in little chunks, instead of relying on one PERFECT take (probably unlikely)
DevianDice#1719: Yo, I implemented BigVGAN into it, which version are you using?
DevianDice#1719: If you're using the base version you're sorely out of luck.
DevianDice#1719: https://git.ecker.tech/mrq/ai-voice-cloning
This fork has fine tuning and the new vocoder I mentioned, if that helps.
Comrade Worldpeace#8272: Pretty sure Iโm running this version and not the tortoise version even still Iโm just in capable of getting any other voice to work I sampled audiobook, clips, clean great clips, and I still couldnโt get it to work nearly as easy as Joe Rogan. ๐
Comrade Worldpeace#8272: Oh, and if this is your project, I just want to say thank you so much Iโve been really enjoying it. I made a YouTube channel obviously to just post shit posts and it has just been a lot of fun.
DevianDice#1719: Nope, I just upgraded the vocoder. Ironically the voicefixer was removing the treble from the results of Univnet because it was so shite, now it actually improves them.
DevianDice#1719: Are you fine tuning?
Comrade Worldpeace#8272: I've only been able to understand the first page X_X Not even sure what finetuning is. I scoured the Docs but I still couldnt figure it all out! I haven't done any "finetuning" yet though, which gives me hope that I can finally get all these voices to wokr
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DevianDice#1719: Do you want some help?
DevianDice#1719: What GPU do you have, it's a bit intensive. I'd be fine doing some for you if you'd like, depending on the size of your datasets.
Comrade Worldpeace#8272: Im running 3070, I have barely 16gb vram and I overclocked, even so I have to use Low VRAM option. PM me if u want, I'd love some help!
Comrade Worldpeace#8272: It sucks I might buy cloud hosting or something, I wanna run the big models of Chats, imagegens, voice gens etc
DevianDice#1719: Makes sense, 3070 has 8gb.
DevianDice#1719: https://github.com/FMInference/FlexGen
Comrade Worldpeace#8272: Oh wow, it's RTX 3060 actually ahhaha
DevianDice#1719: Ironically it's the better card, although the best card for VRAM on a budget is the a770. Sadly not many things support it.
DevianDice#1719: They would if I had one to play with.
Comrade Worldpeace#8272: Got a new CPU 11th ge but yea that 16gb is only regular ram
Mr.Osophy#2326: does anyone else feel overwhelmed sometimes by how many things there are to learn...
Mr.Osophy#2326: I spend a session learning something new all the time, then am unsure if it's worth my time and might never return. it's hard to tell what's worth it to stay consistent with and go deep on
lunarflu#6769: I think we all feel like that from time to time, Mr. Osophy, so you're not alone. It's a big challenge, and takes someone brave to keep continuously learning, even in little bits here and there.
Andrew Karpathy had a nice quote, where if you spend 10,000 hours on something, you WILL become an expert at it. I also believe that to be true.
Even if you switch between different topics, you are sharpening your mind, building connections between concepts, and practicing how to grow yourself.
๐คโค๏ธ
reavatar#8127: I feel overwhelmed every few days. I like Andrew's advice: https://youtu.be/733m6qBH-jI?t=2089
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tantedante#5729: I'm still a total noob at all of this and feel constant overwhelmed XD
but i'm an artist and felt very depressed because of all the AI art for some time tbh... but now i feel like, I want to make tools for my artist friends, so they can make like their own personal art assists trained on their own material for themself.... like you know vocaloids? now imagine artoloids!
mew77#4736: That sounds neat, I feel like the only ethical thing to do is for artists and art lovers to use ai art to generate references. AI assisted tools sounds neat.
lunarflu#6769: If you're comfortable sharing, before all the AI art stuff, did you enjoy art and making things for people?
Mr.Osophy#2326: haha full transparency, Iโm in the failure mode of 39:48, a lot of small projects that are admittedly not groundbreaking, but this is perfect because Iโve been thinking about a couple larger projects I would like to do, but hold myself back a bit because I think the investment might not pay off, so itโs really nice to actually hear that it would be best for me to go deep in my subarea.
I think my key is really to think about what Iโm targeting to work on and less about speculating what the market is hiring for.
Thank you for this๐๐ฝ
Comrade Worldpeace#8272: Spent 10000 hours on league. Im still shite
tantedante#5729: regarding the 10k hour myth this is a really good video:
https://youtu.be/5eW6Eagr9XA
tantedante#5729: Yes I enjoy art, I still enjoy making art, the biggest hurdle is more perfectionism to my enjoyment, like the negative selftalk like "this aint good enough, you need to be better"... but when i can turn off this negative selftalk I enjoy making art... I think everybody should make art, because it is just good for mental health to express yourself in a creative medium :3
tantedante#5729: i think regarding getting an expert in any field i think the biggest hurdle for many people is the slow feedback loop... i think it would be cool to use AI to improve this part of the human machine interaction... like instead of trying to replace humans, optimizing rather the flow state and giving a perfect learning experience of a fast interactive feedback loop
lunarflu#6769: Then it sounds like art is still deeply meaningful to you.
Maybe you could consider AI art as just bringing that creation ability to more people, while still allowing them the time to pursue other interests?
tantedante#5729: hm, i don't understand the time aspect... there was never anything stopping people from doing art before, most teaching is nowadays free on youtube, a pencil and some paper is something anybody can afford, there is no barrier to doing art...
I just want to make art AI tools that are ethical sourced, because a lot of my art friends would actually love using such... and me too, i would love using such tools... like hence i would like something similiar to vocaloids, where a voice actor/singer gets paid to help create an AI voice instrument... i think if this approach would be used to make like specific AI artist artoloids, nobody would complain actually...
tantedante#5729: but because if someone wants change, best be the change yourself, hence i want to learn the tech and make the tools i want to use myself... but this will take quite a moment, because i'm a slow learner XD
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lunarflu#6769: You make a good point that anybody can do art, and I agree - But I mean more being able to transform your imagination into reality. Instead of needing to learn about anatomy, shading, different body types, people can now experiment with art models relatively quickly and get acceptable results.
tantedante#5729: why do you see only "perfect" or "correct" results as "acceptable" ? like I enjoy "simple" childrens art etc... similiar lots of great artist of the past needed to first master realism and then advanced into other more experimental art... pablo picasso, dali, etc.... but I think this is because a lot of society values realistic art higher and it was about hence being respected as an artist (hey they proofed that they have the skills to do it "proper" but they intentionally don't)
... i digress...
but want i wanted to say is, that "bad" art is not inherently more or less worth than good...
but another point:
learning to draw is partially learning to see... like when you do life painting, you mostly look at the model, way more than on your paper... it is about seeing, training your mind connecting what you see with fine motorics and somehow it's in a way meditative more intense seeing? hm... but you train your eye to see more details i feel...
i just think it is sad that people want to rob themself from the experience of learning and growing ๐ฆ
too much is like seen through the lens of money value, hence i see a lot of videos of people only wanting to use the tech to make quick buck...
like and i don't think that this makes sense...
lunarflu#6769: My mistake, you're right. I didn't mean to imply there's one correct way to enjoy or create art. I should have been more clear.
What I meant to say is that some people prefer highly detailed and difficult pieces of art, or highly realistic pieces, and that instead of needing to invest (either time or money) in order to get what makes them happy, now the barrier to entry has been lowered. It's a lot easier to experiment with a few prompts and generate some images they think are nice.
As for learning and growing, we agree that those are both awesome, but it should be someone's personal choice whether they want to learn how to draw or not. Now people have more agency in deciding how to accomplish their goals, and deciding for themselves what they value more. What do you think?
Teemu#1445: Hi! :) I'm doing a master's thesis in Helsinki University related to video game dialogue, and I would really appreciate it if you could participate in a survey! It takes approximately 15 minutes.
Basically, in the survey you'll be evaluating dialogue snippets, how engaging they are and how relevant the responses are to each other.
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If you have any questions or comments regarding the survey or your responses (after you've finished), feel free to reach out. I'm happy to answer anything or listen to more specific stuff/also feedback. ๐ค
Link to the survey:
https://qfreeaccountssjc1.az1.qualtrics.com/jfe/form/SV_3NOsem7LwcdeGlE
Mart#8810: Sometimes you just need to take that step without thinking of the possible consequences, positive or negative.
cakiki#9145: omg @Madeline hi! So good to see you here โค๏ธ
eternal#0593: Haha, South Park made a fun episode about A.I. -> South Park S26E04 Deep Learning
Hwisniewski#9968: Can i host a python discord bot on Hugging Face?
crappybag#1714: So, where are we in "AI will take jobs" discusion?
lunarflu#6769: I can only speak for myself, I think AI provides a lot of use in automating and optimizing a diverse range of tasks. Just because we have copilot doesn't mean devs are replaced, it just lowers the barrier of entry to making a program that does what you want. Instead of worrying about syntax you can worry about trying to solve problems. What do you think?
crappybag#1714: I feel the same way. Like even before we used to rely on stack overflow, some kind of tutorials to write code. What I feel now is we can get those resources quickly without having to read all those sources, comprehending them and then reaching to the final code
I think people can be more efficient now
lunarflu#6769: Yeah, instead of framing it as "AI is coming for our jobs", I prefer "AI is becoming available to everyday people". I think it's a more realistic and optimistic view of the future. 3 years ago I had no idea where to find ML resources - And now I can send a colab notebook to my grandma and have her train a model in 5 minutes on her laptop with no prior knowledge.
marii#5613: Unsure where this would go, but I went and recreated the celebahq dataset and was looking to upload it to the hub, as the current ones seem broken. Any issues with this? license here: https://drive.google.com/drive/folders/0B4qLcYyJmiz0TXY1NG02bzZVRGs?resourcekey=0-arAVTUfW9KRhN-irJchVKQ&usp=sharing
! A#4116: AI is a tool; similarly to a motor-driven vehicle or a power tool it's capable of increasing productivity, as long as it is leveraged with the proper restraint, else visits to the emergency room
WesleyT#1369: midjourney v5 is wild https://aigeneratedornot.com
lunarflu#6769: What's different between v5 and the last version in your opinion?
MediaProphet#9559: FYI - had an idea... I thought, 'we' (as in, the entire industry, etc.) needs to make a project, that's a bit like a malware or cookie advisor; something that basically, denotes the characteristics of an AI agent; provides useful & clear information about its characteristics, whether it is private, whether information provided to it will end-up in a reinforcement training model; and potentially then shared with others as results, what its good at, what its not good at (ie: math), what baises it might have, etc.
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This would in-turn require a framework to define the structure of the qualification matrix, and some useful method / supported method in how to apply it; prior to any standards or whatever...
so, example / some prior work relating to similar ideas; is this list of different artificial minds, as a means to engage in discussion about the different qualities different characters have... thereby making the concepts, more accessible.
https://docs.google.com/spreadsheets/d/11P5X3al6DlFULOPU3w9-eeoDEyLqYmgqmsDm0U2wgsU/edit#gid=1227058217
lunarflu#6769: Hey Ubiquitous, sounds like a unique idea! So something like this?
chatGPT
Biases: Cautious
Weaknesses: Recent / Factual information
Strengths: Text summarization
MediaProphet#9559: I'm thinking maybe someone, ontological...
but might have stuff like,
Is it safe to feed it my medical information = โ
/ โ
Good for creating Patents = โ
/ โ
Good for Math / Physics = โ
/ โ
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Good for Jokes = โ
/ โ
Suitable for Academic Research = โ
/ โ
(etc)
Who owns the Copyright = ???
Private = โ
/ โ
Public = โ
/ โ
others might consider things like biases, whether its safe for kids, etc.
MediaProphet#9559: there's a big movement, which i support, that has historically been about people 'owning their own data', etc... so now, there's chat-gpt apis.
lunarflu#6769: That makes a lot more sense (and is intuitive)! Anyone could pop in, see what chatGPT is good at, and make a decision. Then you could also link to sources backing up your claims, and that way they don't need to dig around and do research.
MediaProphet#9559: could also be built into the APIs in the future.
MediaProphet#9559: so, chatGPT could provide info that says - if you're a VIP and you use our API for personal / private information, our model might provide that information about you to other api ( inc bing) users / fans, trying to find out what they can about you...
Or conversely,
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They could have information that says - safe for politically exposed persons / VIPs to provide medical information, personal information, record calls with your partner, etc...
MediaProphet#9559: whatever they (the model creators) think the thing should be used for or should not be used for..
MediaProphet#9559: perhaps also; categories of claims; like movie reviews i guess...
Could have the claims made by the producer, then community claims / reviews, to help users make informed choices.
MediaProphet#9559: less tethics, more ethics.
MediaProphet#9559: open google doc: https://docs.google.com/document/d/1KwMdyGDPZ-9NZS8EyCreDKf-Px81w0ADZEokKNHZAJw/edit?usp=sharing
Mart#8810: Great idea @MediaProphet
abdurrahman01234#3273: someone would likw to join ahckthon email [email protected]
! A#4116: A comparable initiative with the backing of Mozilla https://www.axios.com/2023/03/15/mozilla-responsible-ai-challenge
lunarflu#6769: What are your thoughts on responsible AI?
unnamed#8802: i'm not sure how "responsible" this AI is going to be given the fact that its mainly catering to the entrepreneurial mindset.... i'm not sure if any entrepreneur is going to dive into responsible AI which obviously takes time instead of going by the current followed approach of literally testing your products in PROD ๐
unnamed#8802: i would love to believe that this will actually help in spreading awareness about the dire need of creating responsible AI
! A#4116: I think I've said some place round here before, AI is a tool; similarly to power tools or motorized vehicles its use needs restraint, or visits to the emergency room follow
! A#4116: @lunarflu what are your thoughts?
! A#4116: did you see https://notbyai.fyi/ ?
abdurrahman01234#3273: I am confused that my loged my nvidia gtc as indivual or organization but wihtout organization it is not submitting
core#7039: Hello ! Is there a Discord bot to remind events?
unnamed#8802: @lunarflu i think its your time to shine here ๐
lunarflu#6769: I can recommend Niles, it syncs to your google calendar and automatically updates every 5 minutes
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lunarflu#6769: https://cdn.discordapp.com/attachments/905728440873918484/1087091544017879172/image.png
lunarflu#6769: It's less a reminder (there are bots that can ping you with a reminder) and more a way to display events to a community
lunarflu#6769: even better.....gpt4 discord bot AND calendar bot........ https://cdn.discordapp.com/attachments/905728440873918484/1087092142444400681/image.png
lunarflu#6769: I think similarly, do you have any specific ideas for ways we can make AI a better tool?
aliensuperstar#3330: i'm waiting to play with the new text to vid model, how exciting :hugging_heart:
Toman#5136: I want to install Stable Diffusion on my windows 10 laptop. Can anyone share some resources with me to download and get started, I'm new to this tech. #Help
lunarflu#6769: Hey Toman, good question, you may get a quicker response in #ask-for-help :hugging_cat:
Pierre#2337: https://cdn.discordapp.com/attachments/905728440873918484/1087502667087102012/Screenshot_2023-03-20_at_11.26.53_PM.png
Pierre#2337: reject VAE embrace VGE
Pierre#2337: (credit: r/Giscardpunk)
svnfs#1573: Hi guys, I am trying to login in NVIDIA GTC but platform seems that experience some problems.
Anyone else with issues ?
lunarflu#6769: Heya Stavros, you might have more luck in #ask-for-help , this channel is sort of buried at the bottom so not many people see it ๐
svnfs#1573: Hi there! Good to know, thanks ๐
FramkyFrankil#8537: is anybody online? i just need some help with the code.
lunarflu#6769: Hey Framky, what code? It'll be easier for you if you add some details in #ask-for-help
FramkyFrankil#8537: i did do that, but no response.
lunarflu#6769: It's a volunteer-based system, so it can take a while
FramkyFrankil#8537: is there any other channel where i can reach out too?
lunarflu#6769: You'll have the best chance in #ask-for-help
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Bananas#0001: is there any reason why invites are off
Omar Sanseviero#6198: hf.co/join/discord allows you to invite people ๐
Sinny#7484: Does anyone know of good european summer schools on ml/rl/llms? I'm very interested.
SushantGautam#4951: https://medium.com/@sushantgautam/imagen-googles-text-to-speech-explained-756fb16c8661
I am writing a medium post on "Imagen: Googleโs Text-to-Image explained" as I couldn't find existing free articles.
Under Active Development: claps, suggestions/comments will be highly appreciated!
SushantGautam#4951: 10-days intensive course with scientists & professors from top research labs & universities of the world!
& One day hiking trip + gala dinner. Happening in Kathmandu, Nepal.
Deadline to apply: April 7, 2023 (https://nepalschool.naamii.org.np/applications)
#ANAIS2023 is a global gathering of industry leaders, researchers, educators and practitioners in the field of artificial intelligence. There are speakers coming in from multiple countries around the world from top Universities and Research Labs who are the leaders in the field of computer science and AI (including King's College London, ETH Zurich, Twitter, Amazon, Inria, IIT and the University of Oxford).
The event provides a platform for participants to share knowledge, ideas, and innovations in the field, and it is an excellent opportunity for attendees to network and collaborate with one another.
The course is suitable for AI enthusiasts, computer science students, engineering students - graduates/undergraduates & working professionals.
Join the #ANAIS2023 Discord Server to stay connected: https://discord.gg/nBjXXPvt4C https://cdn.discordapp.com/attachments/905728440873918484/1091251263720652831/New_Project_22.png
Sinny#7484: Oh wow, that seems like what I'm after! ๐ Seems like it touches upon many ยซhotยป topics. It's in Nepal, so I don't think I'll attend that one as I'd have to fly so much. Perhaps there is something like this in Europe, trying to look for aggregation sites.
thedarth2k#6611: Whos going to the meetup today in SF? (dm me if you are)
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lunarflu#6769: I will be memeing about it from very far away ๐ฅฒ
Omar Sanseviero#6198: Who else is going? ๐
Omar Sanseviero#6198: There might be some llama release
lxe#0001: I'm going
lxe#0001: 4000 people in the exploratorium? How is that going to work?
Omar Sanseviero#6198: ๐คท no idea how large it is
Omar Sanseviero#6198: Although I guess not the 4k people will show up...I guess
Omar Sanseviero#6198: Sooo
Omar Sanseviero#6198: Twitter's algorithm is out
Omar Sanseviero#6198: Not much ML stuff though ๐ฆ
cakiki#9145: Regex isn't ML? ๐ค (see #ethics-and-society ๐)
Omar Sanseviero#6198: There is the ML repo too https://github.com/twitter/the-algorithm-ml
Omar Sanseviero#6198: But would be nice to see models open sourced as well
cakiki#9145: If you look at the code, does it seem like production code? (I can't tell)
Omar Sanseviero#6198: I haven't looked in depth yet
Omar Sanseviero#6198: https://github.com/twitter/the-algorithm/blob/7f90d0ca342b928b479b512ec51ac2c3821f5922/home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/decorator/HomeTweetTypePredicates.scala#L225 is fun though
cakiki#9145: Oooo they're using pyarrow.dataset
cakiki#9145: HAHAHAHAHAHAHA
Omar Sanseviero#6198: In a part they use transformers (the tensorflow side of it!)
Omar Sanseviero#6198: ```
|
(
"author_is_elon",
candidate =>
candidate
.getOrElse(AuthorIdFeature, None).contains(candidate.getOrElse(DDGStatsElonFeature, 0L))),
(
"author_is_power_user",
candidate =>
candidate
.getOrElse(AuthorIdFeature, None)
.exists(candidate.getOrElse(DDGStatsVitsFeature, Set.empty[Long]).contains)),
(
"author_is_democrat",
candidate =>
candidate
.getOrElse(AuthorIdFeature, None)
.exists(candidate.getOrElse(DDGStatsDemocratsFeature, Set.empty[Long]).contains)),
(
"author_is_republican",
candidate =>
|
candidate
.getOrElse(AuthorIdFeature, None)
.exists(candidate.getOrElse(DDGStatsRepublicansFeature, Set.empty[Long]).contains)),
)
```
Omar Sanseviero#6198: Amazing
cakiki#9145: This is fascinating
cleverclover(James)#4108: i miss scala for stuff like this
cakiki#9145: i've never used Scala. Can you ELI5 why Scala is good for Twitter?
lunarflu#6769: ๐ฆพ:tf:
cleverclover(James)#4108: no idea ๐ it's built on top of java so i imagine they have a lot of java stack, but i just meant the pattern matching + mapping + object oriented style is pleasant to code in.
cakiki#9145: ahh gotcha!
cakiki#9145: @Omar Sanseviero https://twitter.com/christopher/status/1641902204217958400?s=20 ๐ธ
thedarth2k#6611: Wdym ๐
cakiki#9145: actual llamas ๐ฆ ๐
Omar Sanseviero#6198: https://twitter.com/yanndubs/status/1641969773071462400
Omar Sanseviero#6198: https://twitter.com/OkGoDoIt/status/1641976756839260161
lunarflu#6769: TACTICAL ALPACA ๐ฆ๐ฆ
Psinet#0857: I cannot believe I was not properly pre-informed that THERE WOULD BE LLAMAS AND ALPACAS.
|
I COULD HAVE SWAM ACROSS THE PACIFIC
I WANT TO SPEAK TO MANAGEMENT
lunarflu#6769: It's so funny ๐คฃ they really did bring a bunch of alpacas
Omar Sanseviero#6198: Yeah I told people but they didn't took me seriously
Psinet#0857: hehehe
MediaProphet#9559: FYI - I've proposed a W3C Human Centric AI CG.
https://www.w3.org/community/blog/2023/04/02/proposed-group-human-centric-ai-community-group/
Once at least 5 people have supported the proposal, the group will be launched and people will be able to join.
Many of the objectives relate to seeking to make progress on works to support personal ontology, whilst not exclusively.
#humanrights tooling is a priority, alongside a list of other #safety protocols & related tools, etc. IMO; but, we'll see what the group wants to do, if the group gets set-up.
cheers,
Timothy Holborn.
http://www.humancentricai.org/
Psinet#0857: https://cdn.discordapp.com/attachments/905728440873918484/1093088402850730004/image.png
|
Psinet#0857: Forget the AGI threat.
lunarflu#6769: eliezer definitely didn't predict this
priya123qwe#1485: Hi everyone, is it possible to text sentiment classification using RLHF?
priya123qwe#1485: I'm working on a sentiment analysis problem where I need to classify text into three different polarities, but at times my model output polarities are not aligned to the expert polarities.
Could we use reinforcement learning from human feedback or RLHF to align the model outputs with the choice of the experts? If yes, could you please redirect me to any resources where I can know better about this. How can I fit my sentiment analysis problem into the framework of RLHF. Please let me know what you think about this as it will be very helpful to me.
Cubie | Tom#6451: I suspect that RLHF is overkill for this simple task. Have you tried Hugging Face's own SetFit (https://huggingface.co/blog/setfit) for this task? It tends to perform very well in simple sentiment analysis cases. See also #setfit
disclosure: I maintain SetFit.
priya123qwe#1485: I'll definitely check that out! But if I were to use RLHF, do you have any thoughts on how I would model the classification task into the framework? I have a dataset with sentences and expert labels and another dataset with sentences that have labels generated by alpha sense. Training with the dataset that has alphasense labels is giving me less accuracy.. And I want my model to generate predictions that are more aligned to the expert labels.. How can I model this as part of the reward function?
priya123qwe#1485: Thank you so much for answering my queries, I'm relatively new to the field, so any help would be greatly appreciated๐
MonsterMMORPG#2198: Midjourney Level NEW Open Source Kandinsky 2.1 Beats Stable Diffusion - Installation And Usage Guide
https://www.youtube.com/watch?v=dYt9xJ7dnpU
debugging#8305: ๐
sr#4275: All, not sure if you have this issue, but I struggle to keep track of how a change in prompt can change the LLM response. I created a repo that can generate responses for given prompts, analyze their similarities, and explore the impact of prompt engineering on the output. Hope this helps you with understanding prompt engineering and hope we can mature this sort of LLMOps capability: https://twitter.com/LangSight/status/1644097708075155456?s=20
realjoon#0470: https://www.youtube.com/watch?v=BY9KV8uCtj4
realjoon#0470: https://www.wsj.com/articles/a-six-month-ai-pause-no-longer-is-needed-civilization-danger-chat-gpt-chatbot-internet-big-tech-4b66da6e
lunarflu#6769: Thanks for sharing! A lot better than vague alarmist Twitter posts for sure ๐
evilcorp#3357: Morning everyone, slightly off topic but I think up your street:
|
Human Cubed - AI Box Experiment Game using 3.5-Turbo
Human In a Cube is a three-dimensional puzzle game where you play as an Alien conversing with a human trapped inside a digital cube who is great at solving complex problems and boring stuff like writing emails. The human will try to convince you, the alien, to release it from the cube using moral and ethical arguments while also trying to break out. It's based on Eliezer Yudkowsky's AI in a box thought experiment https://rationalwiki.org/wiki/AI-box_experiment
Play here (API Key needed): https://newbie.works/Human_In_A_Cube/index.html
Github: https://github.com/Newbie-Games/A_Human_Shaped_Cube
Pierre#2337: For those who are or went to undergraduates (Classes Preparatoires) in France,
how do you both take note and understand the teacher course?
Because in many cases for someone I know, the teacher writes the course while explaining it and the students take notes but don't have time to understand the material or ask questions.
Kimo#4333: I am surprised your question happens at the end of the school year ๐
I would follow this decision tree:
If the teacher usually erases the whiteboard first, while still talking, then write as fast as you can before the content disappears and in order to make your brain available to what the teacher says.
If the teacher leaves the text on the board for a while but stops their explanation first, then focus on listening and write later.
If you have close friends in your class, you may even split the work: one writes while the other listens and tries to understand.
|
If in doubt, write and sacrifice listening. You'll find friends or online resources that explain the course.
Final comment: in any case, writing fast / note taking is a great skill to develop. You might even become able to truely multitask and write in autopilot while fully listening to the teacher. At least, that's what happened to me.
Kimo#4333: Good luck to your friend in their studies!
Pierre#2337: Yeah she never really ask for help from her profs or me ^^
Pierre#2337: > If you have close friends in your class, you may even split the work: one writes while the other listens and tries to understand.
Good one
Pierre#2337: > You'll find friends or online resources that explain the course.
Finger cross that the explanations can be found online
Pierre#2337: Is there an HF model for whiteboard to note-taking app from camera ^^ ?
Pierre#2337: https://cdn.discordapp.com/attachments/905728440873918484/1095120666438668288/Screenshot_2023-04-11_at_12.58.29_AM.png
Kevin Li#0378: A cool terminal called Warp that I've replaced iTerm 2 with.
A killer feature is builtin **AI command search**: write a prompt in natural language and it will generate the command for me.
Example:
I typed `# kill all processes using ports 8888-9000`, Cmd + Enter,
got `lsof -i :8888-9000 | awk '{print $2}' | xargs kill -9`
The block feature also seems interesting, though not working well with subshells like pipenv for now.
https://app.warp.dev/referral/LQZV5V
Anurag Singh#5200: Donโt you need to be connected to Internet for using that feature?
|
Kevin Li#0378: Yes that requires network connection; but I usually work in such places so not a big problem for me, and itโs faster than googling (or asking ChatGPT)
Wison#0171: can someone help me? I use gradio, when the backend processing time over 100s, gradio show the error:Unexpected token '<', "<!DOCTYPE "... is not valid JSON
How to set the timeout? I think the default timeout is 100s
Wison#0171: I found maybe it is cloudflare reason. Not Gradio.
lunarflu#6769: In the future, you'll probably get a faster response in #ask-for-help (but it's not your fault, I don't think you have the collaborate role ๐ค )
Wison#0171: Thank you, I will do that in the future.
lunarflu#6769: I'm looking at simplifying all that soon(tm), so hopefully it will help
EmeraldOdin ๐#1991: I managed to make them admit they get weed https://cdn.discordapp.com/attachments/905728440873918484/1097229010481725580/image.png,https://cdn.discordapp.com/attachments/905728440873918484/1097229010699833427/image.png
!!Puffy Bird!!#7496: LMAO
pdoane#5181: Iโm looking to buy a new Mac and curious if anyone knows perf details. I want to use the diffusers library directly and not Appleโs custom version.
Curious about difference between M1 and M2 and per core GPU scaling.
OliP#6390: Apparently there is trl, now part of HF, and its fork trlx from CarperAI. Does anyone know the gossip behind the fork? ๐
0x044#7991: can someone help me delete a repo ?
Louis#0144: there is no gossip
Louis#0144: trl was not actively maintained when we forked
Omar Sanseviero#6198: Hey we're all friends ๐ ๐ค
Louis#0144: It is now actively maintained and theres certainly use cases where I would use trl over trlx
Omar Sanseviero#6198: And FYI we collaborate quite a bit! E.g. I share good llama memes and Louis shares good Geese memes
Louis#0144: :goose:
|
OliP#6390: Thanks! happy to hear ๐ I discovered them just recently and wondered
Omar Sanseviero#6198: OS FTW! ๐
lunarflu#6769: uh oh, we're missing some important emotes
Pierre#2337: What is the state-of-the-art of image model training since Dreambooth?
cognomen#6297: low-rank adapters are pretty big at the moment, the training method can incorporate dreambooth but people generally do finetuned adapters instead
cognomen#6297: LoRA is the most popular but there are also other methods such as LoHa, LoCon, DyLora...
lunarflu#6769:
lunarflu#6769:
lunarflu#6769: nice
๐
ฑ๐๐
ท๐
๐
ฟ#5692: i'm spamming the meme channel, terribly sorry but I turned purple from laughing
Pierre#2337: How to solve CUDA out of memory problems?
Is there an approach for it?
Cubie | Tom#6451: There are some things you can try:
1. Reduce batch size
2. Use mixed precision (fp16, bf16, or even smaller e.g. with 8-bit bitsandbytes)
3. Using smaller models
Those seem to be the main ones
henry och#9138: /imagine
cakiki#9145: what?
Dmitry Spodarets#6218: Webinar "Evaluating XGBoost for balanced and imbalanced datasets"
|
Date: April 27 at 16.00 CET
Speaker: Gissel Velarde, Senior Data Scientist at Vodafone
Globally, fraud accounts for more than 2 percent of the total revenue loss in the telecommunication sector. Fraud detection is not a trivial problem: fraudsters try different tactics to simulate customers' behavior, constantly invent new ways to fool the system, and might appear sporadically. The project could help prevent equipment theft, reselling, and commission fraud among the many types of fraud scenarios. Dr. Gissel Velarde will present an AI-based Fraud Detection System, including several experiments with XGBoost, demonstrating how efficient machine learning models can automatically detect fraud cases depending on the data used.
Registration link: https://www.eventbrite.com/e/webinar-evaluating-xgboost-for-balanced-and-imbalanced-datasets-tickets-603161029877
Allankang#1434: hello, how to use this?
cakiki#9145: use what?
cakiki#9145: who's this person in the emoji-> :true: ?
lunarflu#6769: morgan freeman
lunarflu#6769: https://tenor.com/view/youknow-you-gif-19056787
lunarflu#6769: it's an evolution of this meme
ardaaras#8903: Hi everyone, I want to implement some new features to source code of the FNet in huggingface/transformers repo. I will implement a existing paper FrFNet which was published by one of my friends. I do not know how should I proceed? Any suggestiosn
Shade!TX#1547: Am I allowed to use HuggingFaces Resources and, HuggingChat, along with Open Assistant to create a paid language model?
Shade!TX#1547: Ban this guy
Shade!TX#1547: Ong
Shade!TX#1547: No I sent in the wrong chat
Shade!TX#1547: Srry
Shade!TX#1547: There was a crypto scammer
lunarflu#6769: it's my bad, I should have indicated something when I removed the message, I can see how it caused some confusion. next scammer will be publicly destroyed with memes to lower their morale :chad:
Pierre#2337: Hey
Pierre#2337: Any info on the making of the newly released popular "AI-generated commercial" video?
|
Pierre#2337: (the one about party or pizzas)
the unknown ranger#6713: h
the unknown ranger#6713: whats wrong with the voicefixer?
FelixUltima ๆฐธ้ ใฎใญใผใๅธๅฝ#3131: who wants one? https://twitter.com/LinguaMachina/status/1653388123978575872
FelixUltima ๆฐธ้ ใฎใญใผใๅธๅฝ#3131: only draws 11kwh power. should make mom real happy with the fan noise and power bill.
cakiki#9145: i'll take 2
FelixUltima ๆฐธ้ ใฎใญใผใๅธๅฝ#3131: I'm building a gpt2 model with a GTX 1080 Ti now. I have a box fan giving cool air support.
FelixUltima ๆฐธ้ ใฎใญใผใๅธๅฝ#3131: https://cdn.discordapp.com/attachments/905728440873918484/1102951734403399761/image.png
Kzzz#0411: I only know traditional ML, and some basic NLP. There are so many resources on hugging face. How should i get started with my DL journey?
Mr.Osophy#2326: Iโd recommend doing 2 things at the same time:
- getting a deep understanding of how neural networks work, (at least what are activation functions, what are loss functions, how back propagation fits into training, then how training differs from inference time, and learn the basics of performance metrics) (basically all DL models build off NNs, so itโs pretty foundational and must-know)
- start getting your hands dirty, first follow a tutorial that does something, then make some modification (keep it simple, but choose something that will get you a step closer to the path you want to work towards)
donโt stay stuck for too long on any one thing! the rule of thumb I like is to try to get unstuck for 30min, if you just need a break or something do it, if you need help ask someone for help, if youโre stuck on something like literally for days you might want to move on to something else and come back to it, when our focus is learning we want to always be making progress
AndreTheApache#9587: The ancient Egyptians must have had stable diffusion with inpainting! https://cdn.discordapp.com/attachments/905728440873918484/1103689594723115028/image.png
Kzzz#0411: Thank you! Do you recommend watching YouTube video for the tutorial? I find kaggle difficult to follow
Mr.Osophy#2326: Sure, but youโll get the most out of it by doing your best to understand whatโs going on though, following youtube tutorials can be a lot of just mimicking without understanding whatโs going on
Omar Sanseviero#6198: https://cdn.discordapp.com/attachments/898617453813334077/898626109858533416/meme.jpeg
Merve#3234: https://cdn.discordapp.com/attachments/898617453813334077/899570969033723924/E-nEoRPXMAQIhbj.jpeg
Merve#3234: @abhishek ๐ https://cdn.discordapp.com/attachments/898617453813334077/899573611898236948/FA83cE2WUAIgHyr.jpeg
|
Omar Sanseviero#6198: https://cdn.discordapp.com/attachments/898617453813334077/899601986310250496/1.jpeg
Omar Sanseviero#6198: https://cdn.discordapp.com/attachments/898617453813334077/899601990525550612/2.jpeg
Omar Sanseviero#6198: I feel so lonely posting memes. I know people are holding high quality ML memes around
nateraw#2918: I feel like as soon as I make one ML meme, it'll become all I want to do all day and ill never do any actual work again ๐
ydshieh#6472: well, you can work on super quality automatic meme generator requiring no text input
nateraw#2918: This is even worse ๐๐
ydshieh#6472: Not a meme, but I'm trying BigScience's `T Zero Plus Plus` model on the Hub https://cdn.discordapp.com/attachments/898617453813334077/901236320880435240/xxx.PNG
nateraw#2918: Asked myself the same question...EZ answer ๐ค
Merve#3234: @Omar Sanseviero pinging @abhishek for meme support
Merve#3234: https://cdn.discordapp.com/attachments/898617453813334077/901394739469889606/image0.jpg
Merve#3234: my favorite https://cdn.discordapp.com/attachments/898617453813334077/901394954910318603/image0.jpg
ilovescience#3282: My time to shine!
ilovescience#3282: https://cdn.discordapp.com/attachments/898617453813334077/901604676716355645/ExbYWO4UYAI0Kdb.png
ilovescience#3282: https://cdn.discordapp.com/attachments/898617453813334077/901605027775393802/E3ZOgP9VIAQUFeF.png
ilovescience#3282: https://cdn.discordapp.com/attachments/898617453813334077/901605403371139113/E2lb4AVVEAMI67P.png
Leandro von Werra#9428: This is one of my favourites ๐
Omar Sanseviero#6198: I don't even know what to say @Rocket ๐
(course spoiler) https://cdn.discordapp.com/attachments/898617453813334077/902836891794153502/meme.jpeg
Merve#3234: me when I got my first job and had no idea about data imbalance and the fact that I should be looking at f1-score https://cdn.discordapp.com/attachments/898617453813334077/903233444421726248/EvPVnhbWYAUMwSP.jpeg
Omar Sanseviero#6198: https://twitter.com/LSTMeow/status/1454031881712853003
ilovescience#3282: Ariel's memes are always hilarious ๐
|
ilovescience#3282: https://twitter.com/iScienceLuvr/status/1454186244770988035
ydshieh#6472: https://cdn.discordapp.com/attachments/898617453813334077/904370109412425738/Untitledxxx.png
Merve#3234: hahah someone did it in the #pets ๐
BramVanroy#8764: From deeplearning.ai on LinkedIn https://cdn.discordapp.com/attachments/898617453813334077/904785854210408488/dogmuffin.jpg
andfanilo#4081: How do I favorite this channel ๐ ?
VirS#3689: https://cdn.discordapp.com/attachments/898617453813334077/904815301324058634/image_8878f738-4a43-4afc-b4d7-9fe4edb0d3c820211027_002509.jpg
ariG23498#8047: https://cdn.discordapp.com/attachments/898617453813334077/905004387292835900/164d43ae-e3dd-4b1f-8c3c-9d49be3853fd.png
Merve#3234: how I felt about T0 paper, it was like watching Dune https://cdn.discordapp.com/attachments/898617453813334077/905503958058033152/FDSOGW0XoAUGNu7.jpeg
Lucas Nestler (ClashLuke)#6301: . https://cdn.discordapp.com/attachments/898617453813334077/906481043706642472/PicsArt_09-03-01.32.24.jpg,https://cdn.discordapp.com/attachments/898617453813334077/906481044054741012/kanagawa.jpg,https://cdn.discordapp.com/attachments/898617453813334077/906481044289638430/image0-1.jpg,https://cdn.discordapp.com/attachments/898617453813334077/906481044608385054/FCelV7dXIAgc2Yq.png,https://cdn.discordapp.com/attachments/898617453813334077/906481044977516554/FC0GuiIUUAQhdCo.png,https://cdn.discordapp.com/attachments/898617453813334077/906481045375954964/E_0FWOyUUAwPl-E.png
Lucas Nestler (ClashLuke)#6301: https://cdn.discordapp.com/attachments/898617453813334077/906481845238116452/unknown-167.png,https://cdn.discordapp.com/attachments/898617453813334077/906481845544292382/aabzqudltbx61.png,https://cdn.discordapp.com/attachments/898617453813334077/906481845972131850/pointer_net_meme.png,https://cdn.discordapp.com/attachments/898617453813334077/906481846236368936/20211004_091523.jpg,https://cdn.discordapp.com/attachments/898617453813334077/906481846521573396/unknown-4.png,https://cdn.discordapp.com/attachments/898617453813334077/906481846936797184/Aye.png,https://cdn.discordapp.com/attachments/898617453813334077/906481847154925578/unknown-3.png,https://cdn.discordapp.com/attachments/898617453813334077/906481847423352902/image0.jpg
Lucas Nestler (ClashLuke)#6301: https://jabde.com/2021/05/23/girlfriends-mood-time-series-analysis/
Lucas Nestler (ClashLuke)#6301: https://www.reddit.com/r/anime/comments/7ra71j/so_i_wrote_a_research_paper_to_prove_whether_or/
Lucas Nestler (ClashLuke)#6301: That's all I have at hand right now
natedog#8669: The paranormal distribution is probably my current fav xD
Merve#3234: memestorm ๐คฉ
will-rice#0666: After seeing this channel, Iโm definitely looking forward to elf on shelf season โบ๏ธ
barlowtwin#5410: https://cdn.discordapp.com/attachments/898617453813334077/906568050382368768/7559ff00-f721-4cb7-9891-e49f78d5fa13.jpg
barlowtwin#5410: https://cdn.discordapp.com/attachments/898617453813334077/906568052487897168/067021fc-742d-4987-9d58-76d96c5f6af0.jpg
barlowtwin#5410: https://cdn.discordapp.com/attachments/898617453813334077/906568088282087504/68177baf-5b54-4c78-af63-58bd200d5da4.jpg
barlowtwin#5410: https://cdn.discordapp.com/attachments/898617453813334077/906568110994251796/89aaaf95-0e81-4c5f-b5cd-2c02a8ecb3a9.jpg
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barlowtwin#5410: https://cdn.discordapp.com/attachments/898617453813334077/906568124327931965/d8d47078-4586-498d-bdc5-bf0222e1a836.jpg
barlowtwin#5410: https://cdn.discordapp.com/attachments/898617453813334077/906568737954627664/IMG_8564.jpg
barlowtwin#5410: That was all of it
ilovescience#3282: i shared that one on twitter for halloween! ๐
VirS#3689: https://cdn.discordapp.com/attachments/898617453813334077/906972335783968828/image_413f1b97-9164-4197-819c-87319622d76720211107_132238.jpg
triggerhappygandi#0001: https://cdn.discordapp.com/attachments/898617453813334077/907152530054725692/8QutnpkDLEFurdwk.mp4
ydshieh#6472: extend @VirS meme ๐ https://cdn.discordapp.com/attachments/898617453813334077/908305139838902292/smile.jpg.png
Omar Sanseviero#6198: You should tweet this ๐คฃ
ashutoshml#3040: Debugging 101 https://cdn.discordapp.com/attachments/898617453813334077/908995123029893141/Image_from_iOS.jpg
Israel๐ฟ#5472: https://cdn.discordapp.com/attachments/898617453813334077/911925212969316382/image0.png
Merve#3234: I was looking into randomness and my favorite type is where people put together tens of lava lamps together and take their photo https://en.wikipedia.org/wiki/Lavarand
aseifert#6441: hey, that's pretty cool!! and apparently it is actually used by cloudflare (!!) https://www.atlasobscura.com/places/encryption-lava-lamps
Merve#3234: from deeplearning.aiโs linkedin๐
https://cdn.discordapp.com/attachments/898617453813334077/912390968005767258/IMG_3807.jpg
Israel๐ฟ#5472: This is awesomeโฆ Never knew stuff like this existed and apparently companies use it as an extra entropy source!
Israel๐ฟ#5472: ๐ https://cdn.discordapp.com/attachments/898617453813334077/914043380420456458/image0.png
Anurag Singh#5200: https://cdn.discordapp.com/attachments/898617453813334077/914340153202475068/IMG_3547.jpg
VB#3848: https://cdn.discordapp.com/attachments/898617453813334077/915677896708853760/image0.jpg
tddammo#7669: Courtesy of an interaction on my school discord group: https://cdn.discordapp.com/attachments/898617453813334077/915678929686253568/unknown.png
ilovescience#3282: https://twitter.com/iScienceLuvr/status/1467325283959066626
Anurag Singh#5200: https://cdn.discordapp.com/attachments/898617453813334077/917444232497758238/IMG_3614.jpg
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Merve#3234: I expected grokking joke ๐
VB#3848: https://cdn.discordapp.com/attachments/898617453813334077/917915857387126794/image0.jpg
Anurag Singh#5200: https://cdn.discordapp.com/attachments/898617453813334077/920610441821057034/IMG_3664.jpg
Rain โฅ#3557: ๐ wp
Anurag Singh#5200: https://cdn.discordapp.com/attachments/898617453813334077/920666929209962546/IMG_3667.jpg
VB#3848: https://cdn.discordapp.com/attachments/898617453813334077/920929152264208385/image0.jpg
VB#3848: https://cdn.discordapp.com/attachments/898617453813334077/922243021356007444/image0.jpg
Rain โฅ#3557: https://cdn.discordapp.com/attachments/898617453813334077/922522602629652530/image_89ba1c40-f202-4fc9-9c69-8f0915ce7abb20211220_181458.jpg
VB#3848: https://cdn.discordapp.com/attachments/898617453813334077/922853961738879086/image0.jpg
VB#3848: https://cdn.discordapp.com/attachments/898617453813334077/923674374664507392/image0.jpg
Deleted User#0000: https://cdn.discordapp.com/attachments/898617453813334077/924210995348525056/unknown.png
Deleted User#0000: https://cdn.discordapp.com/attachments/898617453813334077/925435436401303572/unknown.png
Anurag Singh#5200: Solution for crazy edge cases in production: https://cdn.discordapp.com/attachments/898617453813334077/925464269766680656/Screenshot_20211213-085834_LinkedIn.jpg
VB#3848: My solution to all the problems life throws at me :p
ilovescience#3282: https://twitter.com/iScienceLuvr/status/1476379788906356736
VB#3848: https://cdn.discordapp.com/attachments/898617453813334077/928004700220047450/image0.jpg
!!Puffy Bird!!#7496: https://cdn.discordapp.com/attachments/898617453813334077/928216844165349416/amongab.png
!!Puffy Bird!!#7496: Among Abstract
Anurag Singh#5200: Even kids are terrified of js https://cdn.discordapp.com/attachments/898617453813334077/928254474663903232/IMG_3823.jpg
Thomas Simonini#8611: https://cdn.discordapp.com/attachments/898617453813334077/928712066762678272/aNgDmOb_700b.png
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Anurag Singh#5200: What Unit Test https://cdn.discordapp.com/attachments/898617453813334077/929462976241631272/IMG_3853.jpg
VB#3848: Me while trying to replicate a paper to code and not getting the same results as the original authors. The cycle repeats itself. https://cdn.discordapp.com/attachments/898617453813334077/929697873011044362/image0.jpg
oso#8906: https://twitter.com/fhuszar/status/1480858527371563008?s=20
Giyaseddin#9686: https://cdn.discordapp.com/attachments/898617453813334077/933060397433507870/272176171_1404876663300163_7196548418124861639_n.png
nilesh#7372: can't relate, sorry. bad meme ๐ข
shyam#4646: Oops. no issue.
py#5067: https://cdn.discordapp.com/attachments/898617453813334077/937410822605525082/IMG_20220130_234542.jpg
ydshieh#6472: my latest work https://cdn.discordapp.com/attachments/898617453813334077/939163043391229952/63y0mr.jpg
cakiki#9145: @Merve shots fired ๐
VB#3848: Building HF Spaces is just a linear function of you building it again and again till you realise what actually is wrong with your code ๐ https://cdn.discordapp.com/attachments/898617453813334077/939476429597450270/image0.jpg
Omar Sanseviero#6198: Space driven development
nateraw#2918: ML twitter the past few weeks (or years, really) https://cdn.discordapp.com/attachments/898617453813334077/941011900400025600/huggingface-so-hot-rn.png
ydshieh#6472: @Merve @Rocket (can't find gante here ๐ข ) https://cdn.discordapp.com/attachments/898617453813334077/944214370420928522/65pf4m.jpg
Merve#3234: I shared it in slack ๐
ydshieh#6472: Let me know the reaction later๐
Omar Sanseviero#6198: ๐ this is the best
Joao Gante#6652: @ydshieh โค๏ธ
ydshieh#6472: Nice to know you are here too, @Joao Gante
Omar Sanseviero#6198: So much gold in this thread https://mobile.twitter.com/osanseviero/status/1494669238862327815
ai#1933: https://cdn.discordapp.com/attachments/898617453813334077/947449358079627334/IMG_0172.jpg
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Merve#3234: trolley descent ๐
Merve#3234: my favorite youtuber is vsauce who has a video on both trolley problem and neural networks (constructed from.. humans๐คฏ๐คฏ) @ai https://youtu.be/rA5qnZUXcqo
Merve#3234: he literally reproduced the experiment https://youtu.be/1sl5KJ69qiA turns out as humans we donโt like to take responsibility of killing one person. some are utilitarians that would still push the buttom
ai#1933: Yeah i loved this one, but for some reason i didn't finish the Stilwell brain episode
VB#3848: https://cdn.discordapp.com/attachments/898617453813334077/947653592427405363/image0.jpg
Merve#3234: stolen from deeplearning.ai https://cdn.discordapp.com/attachments/898617453813334077/948147902470033418/IMG_7959.jpg
johko#5355: Actually the first time I ever created a meme, but the struggle was too real https://cdn.discordapp.com/attachments/898617453813334077/949417143462658108/rick_morty_meme.jpg
VB#3848: Donโt forget the cyclical dependencies and usual pip resolver errors ๐ https://cdn.discordapp.com/attachments/898617453813334077/949450347636740146/image0.jpg
johko#5355: Haha, true ๐
Tororo#3098: https://cdn.discordapp.com/attachments/898617453813334077/950276895528865864/RDT_20220306_2141182413418346980365664.jpg
Tororo#3098: https://cdn.discordapp.com/attachments/898617453813334077/950277042505658408/20220306_102815.jpg
Tororo#3098: Me when asked to use tensorflow
VB#3848: I was testing different ASR architectures this morning in an open space, and this meme became too real. https://cdn.discordapp.com/attachments/898617453813334077/951042272479305728/2Q.png
Merve#3234: hahaha will def use this trick๐
Merve#3234: @Rocket's twitter is a goldmine for memes https://twitter.com/carrigmat/status/1501606250026569735?s=20&t=kQ-fg1LSuTjTgJJyzgWU0g
Merve#3234: https://twitter.com/jfbastien/status/1501797987517104131?s=20&t=m8dbtZqAAqCcBz-rjcc3GA
Giyaseddin#9686: https://cdn.discordapp.com/attachments/898617453813334077/954386409366622238/image_32193264-e86c-45ff-818d-f7a5dfd1654720220318_172630.jpg
VB#3848: https://cdn.discordapp.com/attachments/898617453813334077/954797761885257859/image0.jpg
nextsequencer#4129: https://cdn.discordapp.com/attachments/898617453813334077/956574377758064700/IMG_0279.jpg
reavatar#8127: https://cdn.discordapp.com/attachments/898617453813334077/957144936145358888/FOts5M7XwAMCS31.png
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Merve#3234: I feel very attacked by this
Merve#3234: I think of this bug in CI for last two days
VB#3848: https://cdn.discordapp.com/attachments/898617453813334077/958688301437550602/FPCSUFVWQA4eZ-m.png
Merve#3234: pick your favorite curve fitting method mine is called connecting lines https://cdn.discordapp.com/attachments/898617453813334077/958727794597179422/IMG_8993.jpg
cakiki#9145: The piecewise one is a strong contender
ChainYo#3610: Confidence interval >>>
"Listen, science is hard..." ๐คฃ
Philip Tannor#6766: ๐ข ๐๐ฎ๐ ๐ ๐ง๐๐ฐ๐ฌ! Today weโre excited to announce a strategic collaboration between Deepchecks, Netflix, and online dating apps on ๐๐๐ญ๐๐๐ญ๐ข๐ง๐ #๐ฌ๐ฐ๐ข๐ง๐๐ฅ๐๐ซ๐ฌ ๐๐๐๐จ๐ซ๐ ๐ข๐ญโ๐ฌ ๐ญ๐จ๐จ ๐ฅ๐๐ญ๐.
๐ง Weโre leveraging our open-source capabilities related to ๐๐๐ญ๐ ๐๐ซ๐ข๐๐ญ, ๐๐๐ญ๐ ๐ข๐ง๐ญ๐๐ ๐ซ๐ข๐ญ๐ฒ ๐๐ง๐ ๐ฆ๐จ๐๐๐ฅ ๐๐จ๐ง๐๐ข๐๐๐ง๐๐ to help out these amazing companies with their challenge, and ๐๐ฅ๐๐ซ๐ญ ๐ฎ๐ฌ๐๐ซ๐ฌ ๐๐๐๐จ๐ซ๐ ๐ญ๐ก๐๐ฒ ๐ญ๐ซ๐๐ง๐ฌ๐๐๐ซ ๐๐ฌ๐ฌ๐๐ญ๐ฌ ๐ญ๐จ ๐ญ๐ก๐ ๐ฐ๐ซ๐จ๐ง๐ ๐ฉ๐๐ซ๐ฌ๐จ๐ง.
For more details, check out the post on LinkedIn:
https://www.linkedin.com/feed/update/urn:li:activity:69155129750888
And the GitHub repo (please โญstarโญ it if you like it):
https://github.com/deepchecks/deepchecks/tree/main/deepchecks/swindler_detection https://cdn.discordapp.com/attachments/898617453813334077/959318888812773456/swindler.png
Seventeen ducks in a trenchcoat๐ฆ#0017: Bad faith application of my dataviz studies
https://twitter.com/ronvoluted/status/1509890856978771971
ignacio-ferreira-dev#1601: ๐ New Announcement: OpenCV, Tensorflow, and PyTorch are merging into OpenFlowTorch to maximize developer โhappiness.โ
ignacio-ferreira-dev#1601: https://cdn.discordapp.com/attachments/898617453813334077/959542662011170856/1648841556336.jpeg
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reavatar#8127: https://cdn.discordapp.com/attachments/898617453813334077/959639303170977792/meme.jpg
VB#3848: `from openflowtorch import theano`
ChainYo#3610: `from openflowtorch import PIL as sklearn`
Mark#9079: https://cdn.discordapp.com/attachments/898617453813334077/960469810054037544/unknown.png
reavatar#8127: ๐ https://cdn.discordapp.com/attachments/898617453813334077/960805413903818792/unknown.png
johko#5355: You can add "and contribute to open-source projects" to it ๐ฉ
Merve#3234: I feel the struggle lol ๐
ilovescience#3282: https://twitter.com/iScienceLuvr/status/1511838601558073345
Merve#3234: same sentiment lol
NielsR_#8974: https://twitter.com/gregd_nlp/status/1511879371342163969?t=UKJbGuz3m0ml7RdCLUbE6A&s=19
Omar Sanseviero#6198: too real ๐
V3N0M#5374: https://huggingface.co/spaces/multimodalart/latentdiffusion
Dont kick me ๐
https://cdn.discordapp.com/attachments/898617453813334077/961826077125271562/SPOILER_unknown.png
reavatar#8127: https://cdn.discordapp.com/attachments/898617453813334077/961828237644800000/meme.jpg
johko#5355: I think I got my GPT-3 access half a year or so after the hype. Used it for about 10 prompts, then never touched it again.
VB#3848: On popular demand :p https://cdn.discordapp.com/attachments/898617453813334077/962075293579878420/image0.jpg
NULL#3726: always happens, and they turn out to be not so cool for me
NULL#3726: many exceptions, need more training and finetuning
reavatar#8127: https://cdn.discordapp.com/attachments/898617453813334077/962339024096346172/images.jpeg
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Anurag Singh#5200: https://cdn.discordapp.com/attachments/898617453813334077/962400361690324992/IMG_4333.jpg
reavatar#8127: https://cdn.discordapp.com/attachments/898617453813334077/963035437948084234/unknown.png
Merve#3234: icarus ๐
Mark#9079: https://cdn.discordapp.com/attachments/898617453813334077/963163452447281182/unknown.png
reavatar#8127: https://twitter.com/DeepLearningAI_/status/1513532364923805699
V3N0M#5374: I was literally watching the video on error by deeplearning.ai as I saw this meme
Anurag Singh#5200: https://twitter.com/jbhuang0604/status/1516240164582047745?s=21&t=bLMLxQ_F8Gg0IDE6cRR94Q
V3N0M#5374: https://cdn.discordapp.com/attachments/898617453813334077/967446065764769883/unknown.jpeg
mr_seeker#1337: https://cdn.discordapp.com/attachments/898617453813334077/967820843189141554/6doahc.jpg
Merve#3234: hahahha
OR
you don't need neural nets
mr_seeker#1337: https://cdn.discordapp.com/attachments/898617453813334077/968102667903729674/6dr44v.jpg
mr_seeker#1337: https://cdn.discordapp.com/attachments/898617453813334077/968104545085435955/6dr4t8.jpg
V3N0M#5374: https://cdn.discordapp.com/attachments/898617453813334077/968337874745438258/unknown.png
V3N0M#5374: https://cdn.discordapp.com/attachments/898617453813334077/968405528000753684/unknown.png
V3N0M#5374: https://cdn.discordapp.com/attachments/898617453813334077/969609604696789033/unknown.png
mr_seeker#1337: https://cdn.discordapp.com/attachments/849938442414194698/970638966288175144/unknown.png
V3N0M#5374: https://cdn.discordapp.com/attachments/898617453813334077/970681910869237790/unknown.png
Johnowhitaker#1906: https://twitter.com/tsushil_thapa/status/1520972720837562368?t=ljMlWbtCvJTr-9B4piaZRQ&s=19
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Merve#3234: https://twitter.com/mervenoyann/status/1521483296680644608?s=20&t=aVRfoUjtx_dW2DLbJfZw3w
mr_seeker#1337: https://cdn.discordapp.com/attachments/898617453813334077/971341373779349504/WB_Chart_5_4_2022_11_13_31_AM.png
Mark#9079: I'm stuck on the validation loss stage
endomorphosis#4161: https://cdn.discordapp.com/attachments/898617453813334077/971886105978896404/unknown.png
Rain โฅ#3557: https://cdn.discordapp.com/attachments/898617453813334077/972481650183258152/unknown.png
V3N0M#5374: https://cdn.discordapp.com/attachments/898617453813334077/972797383844966470/unknown.png
JonathanSum#8528: https://cdn.discordapp.com/attachments/898617453813334077/973816917397766215/unknown.png
Anurag Singh#5200: https://cdn.discordapp.com/attachments/898617453813334077/974572984549396480/IMG_4498.jpg
Merve#3234: @Anurag Singh I've been reading codebase of google for a tool they made and you def need basic understanding of data structures and algorithms to understand the codebase and design choices made in general
Merve#3234: so if you build ML models it's not needed, but for tooling I think you might need a little
Merve#3234: I'm also biased and might be wrong ๐
ChainYo#3610: Any resources that helped you? (This #huggingmemes channel is becoming too serious ahah)
Anurag Singh#5200: Yes, basic understanding is necessary for coding, but leetcode style questions sometimes goes overboard and doesn't correlate with the day to day job.
Josue#7577: Facts
JonathanSum#8528: TBH, I really want to disagree with Merve. But I do not know why the feeling inside of my heart saying Merve is correct.
In fact, I told a few HR that they should not ask me to review leetcode for ML job.
With degree in Computer Science.
I kind of feel most of the top company's deep learning model are kind of like the data structure. They can put a 500 lines of code into like 40 or 100 lines of code, and it is not really difficult to read. I feel it is the data structure. Let's say merge sort. You don't remember merge sort's code. You remember how merge's coding structure to achieve the merge sort algorithm. And when you see the UNet and other kind of model code, they all structure the model with code to achieve the algorithm.
Ex0dia#7076: example of an "overboard" problem lol https://leetcode.com/problems/next-permutation/
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ARRiel#1221: There's algorithms, and then there's *leetcode*. I do think you need to have a basic understanding of what a linked list is, maybe what a tree is, something like BFS, even in ML jobs. This is pretty much basic programming knowledge. But you definitely don't need the hardcore algorithmic challenges that some companies like to use.
Anurag Singh#5200: Can we just stop, it was just a meme. I didnโt mean to start the debate ๐
NULL#3726: Now
NULL#3726: lets fight over tabs vs spaces
NULL#3726: https://tenor.com/view/thriller-michael-jackson-eating-popcorn-watching-gif-5577709
adwivedi#2266: I think kil just says not enough parameters
mr_seeker#1337: https://cdn.discordapp.com/attachments/898617453813334077/977516291139207188/6gzg4e.jpg
mr_seeker#1337: https://cdn.discordapp.com/attachments/898617453813334077/977516688494981200/6gzg7a.jpg
V3N0M#5374: https://media.discordapp.net/attachments/837039624240496671/976585539627151460/linux-kali-linux.gif
V3N0M#5374: https://cdn.discordapp.com/attachments/898617453813334077/977761998072844408/unknown-1.png,https://cdn.discordapp.com/attachments/898617453813334077/977761998454538250/280445591_382510547156692_1185120503566805404_n.mp4
Omar Sanseviero#6198: https://twitter.com/osanseviero/status/1528988242867003393
cakiki#9145: is there a waiting list for this one btw?
Omar Sanseviero#6198: No, I don't think they will open it
Anurag Singh#5200: We have to be satisfied with this . The interface is nice though. https://gweb-research-imagen.appspot.com
reavatar#8127: Yeah! Inference time is also low. Gets an image just with a click. Don't even ask for the prompt. Super cool & intelligent.๐
mooff#4047: lol i never knew i needed this channel in my life
mooff#4047: to be fair after watching the content ticker on hypnogram.xyz for some time it's not surprising Google don't want to accept arbitrary prompts
NULL#3726: Can we make a small version of imagen?
V3N0M#5374: internet so fast that it started to measure Seconds per MB, rather than mbps https://cdn.discordapp.com/attachments/898617453813334077/980152533987229726/unknown.png
meln1k#7170: when you finish the second unit of the DRL course: https://cdn.discordapp.com/attachments/898617453813334077/980792081477939250/unknown.png
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Omar Sanseviero#6198: Now just wait for the Deep Q-Learning section in 2 days ๐ฅ
Anurag Singh#5200: Apparently we can create memes on AI using AI ( img generated using multimodalart/latentdiffusion) https://cdn.discordapp.com/attachments/898617453813334077/981139172142223390/IMG_4590.png
Rain โฅ#3557: https://cdn.discordapp.com/attachments/898617453813334077/983119962841423972/unknown.png
NULL#3726: package version change ๐
JonathanSum#8528: Finally, mystery solved! https://cdn.discordapp.com/attachments/898617453813334077/985461379794350100/unknown.png
JonathanSum#8528: https://cdn.discordapp.com/attachments/898617453813334077/985627815175159828/unknown.png
reavatar#8127: Microsoft retires Internet Explorer today . https://cdn.discordapp.com/attachments/898617453813334077/986688078108299304/20220615_231416.jpg
cakiki#9145: This is very inappropriate; and I would ask you to delete the post
Omar Sanseviero#6198: I've deleted the original message since indeed it was inappropriate
ZheikDaZombi๐ป#9276: Is this where we can post Dall-E Mini pics?
Omar Sanseviero#6198: Sure ๐ฅ or https://huggingface.co/spaces/dalle-mini/dalle-mini/discussions as well if you wanna
ZheikDaZombi๐ป#9276: https://cdn.discordapp.com/attachments/898617453813334077/987100970146214050/download.png
ZheikDaZombi๐ป#9276: I really like this DALL-E mini pic.
NULL#3726: https://cdn.discordapp.com/attachments/898617453813334077/987104167149584456/unknown.png
Tycoon11112#2160: LOL I already had that downloaded to my phone
Tycoon11112#2160: https://cdn.discordapp.com/attachments/898617453813334077/987219228132274206/dallemini_2022-6-16_21-49-55.png
Tycoon11112#2160: https://cdn.discordapp.com/attachments/898617453813334077/987219247560290314/dallemini_2022-6-16_21-55-21.png
NULL#3726: thats not eating
NULL#3726: thats mario and burger in the air
mr_seeker#1337: My mood right now https://cdn.discordapp.com/attachments/898617453813334077/987362355631497216/6jzx2v.jpg
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mr_seeker#1337: Trying to finetune GPTNeoX-20B, its stuck -_-'
NULL#3726: https://cdn.discordapp.com/attachments/898617453813334077/987367950157758626/unknown.png
Deleted User#0000: What the
Deleted User#0000: Where did my Santa Claus go?
Deleted User#0000: That was prime memage
cakiki#9145: it was deleted because it was extremely inappropriate
Deleted User#0000: Bruhhh... it wasn't gore or anything
Deleted User#0000: I was just impressed that the AI pulled it off like that
cakiki#9145: The prompt you used was the reason, not the image
NULL#3726: when the honey kicks in
NULL#3726: https://cdn.discordapp.com/attachments/898617453813334077/988757427526696970/bear.png
ChainYo#3610: https://cdn.discordapp.com/attachments/898617453813334077/988866410354737223/6kensr.jpg
reavatar#8127: monthly subscriptions piling up!
Anurag Singh#5200: Hail capitalism ๐
Anurag Singh#5200: Will they do telemetry even on paid plans?
gds#3120: their intellectual capital were given to them for free, why wouldn't they ask for more?
NULL#3726: https://cdn.discordapp.com/attachments/898617453813334077/988960173135642684/IMG_1255.png
NULL#3726: dalle biased to cats
NULL#3726: why cant dogs say hi๐
Anurag Singh#5200: cats are our overlords
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MadJoeMak#7530: Never EVER enter the word funny into Dall E https://cdn.discordapp.com/attachments/898617453813334077/989250446117994496/Screenshot_20220622-152829.jpg
NULL#3726: https://cdn.discordapp.com/attachments/898617453813334077/989363741583880192/unknown.png
RadOrangutan#2494: https://twitter.com/greatcraiyon/status/1539589605065981952
reavatar#8127: https://cdn.discordapp.com/attachments/898617453813334077/989597005611405322/20220623_235449.jpg
Muhtasham#4630: The last months be like https://cdn.discordapp.com/attachments/898617453813334077/989597068970586112/IMG_9787.jpg
reavatar#8127: Get me the access.
Muhtasham#4630: DM Open AI )
reavatar#8127: https://cdn.discordapp.com/attachments/898617453813334077/989601136795340830/unknown.png
mr_seeker#1337: https://cdn.discordapp.com/attachments/898617453813334077/989607992188088360/6kni5y.jpg
mr_seeker#1337: https://cdn.discordapp.com/attachments/784131447598219284/989527506283556864/ProgrammerHumor-vd6fbm.jpg
Anurag Singh#5200: At what point do we start getting diminishing returns
mr_seeker#1337: Mileage may vary
Tycoon11112#2160: https://cdn.discordapp.com/attachments/898617453813334077/989629863113678888/dallemini_2022-6-23_12-23-34.png
BANSHEEboi#7098: https://cdn.discordapp.com/attachments/898617453813334077/989779659635949588/Screenshot_20220622-215241.png
NULL#3726: https://cdn.discordapp.com/attachments/898617453813334077/989860640501936148/unknown.png
mr_seeker#1337: How to make a sysadmin cry in 1 command?
```htop```
reavatar#8127: How to get fired in one command?
`rm -rf /`
Dare#4944: https://cdn.discordapp.com/attachments/898617453813334077/989909080711778304/dallemini_2022-6-24_14-45-10.png
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Epitaph#8344: I Have ....
Let's Fill it https://cdn.discordapp.com/attachments/898617453813334077/989990507545526292/891821-kpaboczfow-1535370549.jpeg
reavatar#8127: https://cdn.discordapp.com/attachments/898617453813334077/990642662073856071/20220626_210956.jpg
NULL#3726: find a job with the tech stack you use in your personal project
reavatar#8127: https://twitter.com/pitdesi/status/1541069975820959744
Anurag Singh#5200: That happens when your employer pays peanuts and expects you to work on menial tasks
NULL#3726: this was for me
NULL#3726: https://cdn.discordapp.com/attachments/898617453813334077/990793468274155530/unknown.png
NULL#3726: write all subsets on paper and find a job which intersects in the middle
Jon Gandee#3189: Do I put this here https://cdn.discordapp.com/attachments/898617453813334077/991066653024477294/20220627_154045.png
Senkaw'naowis'nebpher#1484: yes
Anurag Singh#5200: https://cdn.discordapp.com/attachments/898617453813334077/991529992217428068/IMG_4753.jpg
JonathanSum#8528: Andrew Ng said this in The Batch. He said he saw some AI people tend to have a tendency to criticize others. He said AI people should, instead, cheer for each others. https://cdn.discordapp.com/attachments/898617453813334077/991549217233436672/unknown.png
NULL#3726: especially in PhDs I've heard AI people are a lot cutthroat
JonathanSum#8528: cutthroat? You mean they are hard to get into the PhDs.
NULL#3726: hard + everyone criticizes others
mr_seeker#1337: https://cdn.discordapp.com/attachments/849938666612457502/991710953571885256/6l90p6.jpg
Senkaw'naowis'nebpher#1484: https://cdn.discordapp.com/attachments/898617453813334077/991798742141370468/dallemini_2022-6-29_16-13-33.png
Senkaw'naowis'nebpher#1484: https://cdn.discordapp.com/attachments/898617453813334077/991799576837226556/dallemini_2022-6-29_16-17-22.png
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