Post
1102
Just created a Gradio space for playing with the new OAI realtime voice API!
freddyaboulton/openai-realtime-voice
freddyaboulton/openai-realtime-voice
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freddyaboulton
posted
an
update
7 days ago
freddyaboulton
posted
an
update
7 days ago
Post
455
Gemini can talk 🗣️
Check out the new multimodal API from Google on @akhaliq 's anychat or my space. It's very fast and smart 🍓
https://huggingface.co/spaces/freddyaboulton/gemini-voicehttps://huggingface.co/spaces/akhaliq/anychat
Check out the new multimodal API from Google on @akhaliq 's anychat or my space. It's very fast and smart 🍓
https://huggingface.co/spaces/freddyaboulton/gemini-voicehttps://huggingface.co/spaces/akhaliq/anychat
- 1 reply
freddyaboulton
posted
an
update
12 days ago
Post
1820
Version 0.0.21 of gradio-pdf now properly loads chinese characters!
freddyaboulton
posted
an
update
13 days ago
Post
1511
Hello Llama 3.2! 🗣️🦙
Build a Siri-like coding assistant that responds to "Hello Llama" in 100 lines of python! All with Gradio, webRTC 😎
freddyaboulton/hey-llama-code-editor
Build a Siri-like coding assistant that responds to "Hello Llama" in 100 lines of python! All with Gradio, webRTC 😎
freddyaboulton/hey-llama-code-editor
freddyaboulton
posted
an
update
14 days ago
Post
1050
Just created a cookbook of real time audio/video spaces created using Gradio and WebRTC ⚡️
Use this and the [docs](https://freddyaboulton.github.io/gradio-webrtc/) to get started building the next gen of AI apps!
freddyaboulton/gradio-webrtc-cookbook-6758ba7745aeca7b1be7de0f
Use this and the [docs](https://freddyaboulton.github.io/gradio-webrtc/) to get started building the next gen of AI apps!
freddyaboulton/gradio-webrtc-cookbook-6758ba7745aeca7b1be7de0f
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- 2 replies
multimodalart
posted
an
update
5 months ago
Post
19803
New feature 🔥
Image models and LoRAs now have little previews 🤏
If you don't know where to start to find them, I invite you to browse cool LoRAs in the profile of some amazing fine-tuners: @artificialguybr , @alvdansen , @DoctorDiffusion , @e-n-v-y , @KappaNeuro @ostris
Image models and LoRAs now have little previews 🤏
If you don't know where to start to find them, I invite you to browse cool LoRAs in the profile of some amazing fine-tuners: @artificialguybr , @alvdansen , @DoctorDiffusion , @e-n-v-y , @KappaNeuro @ostris
- 2 replies
freddyaboulton
posted
an
update
6 months ago
Post
1503
@dwancin
Can you please reset your toggle component's space? It's stuck for some reason. Happy to help
dwancin/gradio_toggle
dwancin/gradio_toggle
multimodalart
posted
an
update
7 months ago
Post
25181
The first open Stable Diffusion 3-like architecture model is JUST out 💣 - but it is not SD3! 🤔
It is Tencent-Hunyuan/HunyuanDiT by Tencent, a 1.5B parameter DiT (diffusion transformer) text-to-image model 🖼️✨, trained with multi-lingual CLIP + multi-lingual T5 text-encoders for english 🤝 chinese understanding
Try it out by yourself here ▶️ https://huggingface.co/spaces/multimodalart/HunyuanDiT
(a bit too slow as the model is chunky and the research code isn't super optimized for inference speed yet)
In the paper they claim to be SOTA open source based on human preference evaluation!
It is Tencent-Hunyuan/HunyuanDiT by Tencent, a 1.5B parameter DiT (diffusion transformer) text-to-image model 🖼️✨, trained with multi-lingual CLIP + multi-lingual T5 text-encoders for english 🤝 chinese understanding
Try it out by yourself here ▶️ https://huggingface.co/spaces/multimodalart/HunyuanDiT
(a bit too slow as the model is chunky and the research code isn't super optimized for inference speed yet)
In the paper they claim to be SOTA open source based on human preference evaluation!
freddyaboulton
posted
an
update
9 months ago
Post
3659
We just released gradio version 4.26.0 ! We *highly* recommend you upgrade your apps to this version to bring in these nice changes:
🎥 Introducing the API recorder. Any gradio app running 4.26.0 and above will have an "API Recorder" that will record your interactions with the app and auto-generate the corresponding python or js code needed to recreate those actions programmatically. It's very neat!
📝 Enhanced markdown rendering in gr.Chatbot
🐢 Fix for slow load times on spaces as well as the UI locking up on rapid generations
See the full changelog of goodies here: https://www.gradio.app/changelog#4-26-0
🎥 Introducing the API recorder. Any gradio app running 4.26.0 and above will have an "API Recorder" that will record your interactions with the app and auto-generate the corresponding python or js code needed to recreate those actions programmatically. It's very neat!
📝 Enhanced markdown rendering in gr.Chatbot
🐢 Fix for slow load times on spaces as well as the UI locking up on rapid generations
See the full changelog of goodies here: https://www.gradio.app/changelog#4-26-0
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- 1 reply
freddyaboulton
posted
an
update
9 months ago
Post
2431
Gradio 4.25.0 is out with some nice improvements and bug fixes!
🧹 Automatic deletion of gr.State variables stored in the server. Never run out of RAM again. Also adds an unload event you can run when a user closes their browser tab.
😴 Lazy example caching. You can set cache_examples="lazy" to cache examples when they're first requested as opposed to before the server launches. This can cut down the server's start-up time drastically.
🔊 Fixes a bug with streaming audio outputs
🤖 Improvements to gr.ChatInterface like pasting images directly from the clipboard.
See the rest of the changelog here: https://www.gradio.app/changelog#4-25-0
🧹 Automatic deletion of gr.State variables stored in the server. Never run out of RAM again. Also adds an unload event you can run when a user closes their browser tab.
😴 Lazy example caching. You can set cache_examples="lazy" to cache examples when they're first requested as opposed to before the server launches. This can cut down the server's start-up time drastically.
🔊 Fixes a bug with streaming audio outputs
🤖 Improvements to gr.ChatInterface like pasting images directly from the clipboard.
See the rest of the changelog here: https://www.gradio.app/changelog#4-25-0
freddyaboulton
posted
an
update
9 months ago
Post
1690
Tips for saving disk space with Gradio 💾
Try these out with gradio 4.22.0 ! Code snippet attached.
1. Set delete_cache. The delete_cache parameter will periodically delete files from gradio's cache that are older than a given age. Setting it will also delete all files created by that app when the app shuts down. It is a tuple of two ints, (frequency, age) expressed in seconds. So delete_cache=(3600, 3600), will delete files older than an hour every hour.
2. Use static files. Static files are not copied to the cache and are instead served directly to users of your app. This is useful for components displaying a lot of content that won't change, like a gallery with hundreds of images.
3. Set format="jpeg" for images and galleries. JPEGs take up less disk space than PNGs. This can also speed up the speed of your prediction function as they will be written to the cache faster.
Try these out with gradio 4.22.0 ! Code snippet attached.
1. Set delete_cache. The delete_cache parameter will periodically delete files from gradio's cache that are older than a given age. Setting it will also delete all files created by that app when the app shuts down. It is a tuple of two ints, (frequency, age) expressed in seconds. So delete_cache=(3600, 3600), will delete files older than an hour every hour.
2. Use static files. Static files are not copied to the cache and are instead served directly to users of your app. This is useful for components displaying a lot of content that won't change, like a gallery with hundreds of images.
3. Set format="jpeg" for images and galleries. JPEGs take up less disk space than PNGs. This can also speed up the speed of your prediction function as they will be written to the cache faster.
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- 3 replies
multimodalart
posted
an
update
10 months ago
Post
The Stable Diffusion 3 research paper broken down, including some overlooked details! 📝
Model
📏 2 base model variants mentioned: 2B and 8B sizes
📐 New architecture in all abstraction levels:
- 🔽 UNet; ⬆️ Multimodal Diffusion Transformer, bye cross attention 👋
- 🆕 Rectified flows for the diffusion process
- 🧩 Still a Latent Diffusion Model
📄 3 text-encoders: 2 CLIPs, one T5-XXL; plug-and-play: removing the larger one maintains competitiveness
🗃️ Dataset was deduplicated with SSCD which helped with memorization (no more details about the dataset tho)
Variants
🔁 A DPO fine-tuned model showed great improvement in prompt understanding and aesthetics
✏️ An Instruct Edit 2B model was trained, and learned how to do text-replacement
Results
✅ State of the art in automated evals for composition and prompt understanding
✅ Best win rate in human preference evaluation for prompt understanding, aesthetics and typography (missing some details on how many participants and the design of the experiment)
Paper: https://stabilityai-public-packages.s3.us-west-2.amazonaws.com/Stable+Diffusion+3+Paper.pdf
Model
📏 2 base model variants mentioned: 2B and 8B sizes
📐 New architecture in all abstraction levels:
- 🔽 UNet; ⬆️ Multimodal Diffusion Transformer, bye cross attention 👋
- 🆕 Rectified flows for the diffusion process
- 🧩 Still a Latent Diffusion Model
📄 3 text-encoders: 2 CLIPs, one T5-XXL; plug-and-play: removing the larger one maintains competitiveness
🗃️ Dataset was deduplicated with SSCD which helped with memorization (no more details about the dataset tho)
Variants
🔁 A DPO fine-tuned model showed great improvement in prompt understanding and aesthetics
✏️ An Instruct Edit 2B model was trained, and learned how to do text-replacement
Results
✅ State of the art in automated evals for composition and prompt understanding
✅ Best win rate in human preference evaluation for prompt understanding, aesthetics and typography (missing some details on how many participants and the design of the experiment)
Paper: https://stabilityai-public-packages.s3.us-west-2.amazonaws.com/Stable+Diffusion+3+Paper.pdf
- 3 replies
multimodalart
posted
an
update
10 months ago
Post
⚔️ The TIGERLab's Text2Image arena is here! ⚔️
TIGER-Lab/GenAI-Arena
Like https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard for LLMs: you prompt, two images emerge, vote for the best one 🏆
With enough votes this will lead to an Elo-based leaderboard for text-to-image models, go vote! 🗳️
TIGER-Lab/GenAI-Arena
TIGER-Lab/GenAI-Arena
Like https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard for LLMs: you prompt, two images emerge, vote for the best one 🏆
With enough votes this will lead to an Elo-based leaderboard for text-to-image models, go vote! 🗳️
TIGER-Lab/GenAI-Arena
multimodalart
posted
an
update
11 months ago
Post
It seems February started with a fully open source AI renaissance 🌟
Models released with fully open dataset, training code, weights ✅
LLM - allenai/olmo-suite-65aeaae8fe5b6b2122b46778 🧠
Embedding - nomic-ai/nomic-embed-text-v1 📚 (sota!)
And it's literally February 1st - can't wait to see what else the community will bring 👀
Models released with fully open dataset, training code, weights ✅
LLM - allenai/olmo-suite-65aeaae8fe5b6b2122b46778 🧠
Embedding - nomic-ai/nomic-embed-text-v1 📚 (sota!)
And it's literally February 1st - can't wait to see what else the community will bring 👀
freddyaboulton
posted
an
update
11 months ago
Post
New in Gradio 4.16.0 - Galleries as Input 🖼️
Now your users can upload multiple images as input to your AI application and view them in a slick gallery!
Attached is a demo of how this new feature can be used in a photomaker-type application: TencentARC/PhotoMaker
Shout out @abidlabs and @akhaliq who proposed this feature after seeing some of the workarounds gradio developers were using in the wild to upload multiple images.
The gradio team works hard to stay up to date with the latest trends in AI! If there's something missing from the library, file an issue on github! https://github.com/gradio-app/gradio/issues
Now your users can upload multiple images as input to your AI application and view them in a slick gallery!
Attached is a demo of how this new feature can be used in a photomaker-type application: TencentARC/PhotoMaker
Shout out @abidlabs and @akhaliq who proposed this feature after seeing some of the workarounds gradio developers were using in the wild to upload multiple images.
The gradio team works hard to stay up to date with the latest trends in AI! If there's something missing from the library, file an issue on github! https://github.com/gradio-app/gradio/issues
- 2 replies
freddyaboulton
posted
an
update
11 months ago
Post
Making gradio's auto-reload leaner and more robust 💪
Auto-reload is one of the coolest (and maybe underrated) features of gradio in my opinion. It automatically detects changes in your python app file and hot swaps your backend and frontend without restarting the server. I may be biased, but that's a way nicer experience than most other reload mode features out there.
This is all possible due to novel use of python's built in importlib module. Since this is a non-standard use of the module, our users have encountered some rough edges in the wild.
I'm happy to announce two improvements that will be out in the next release of gradio. They were both made possible by collaboration in the open source community.
1. First, gradio's reload mode now works with the
2. Second, gradio's reload mode now consumes an order of magnitude less CPU. Depending on how many files are in your source directory, you may see between 2x to 10x less CPU utilization. Thanks to @velaia for filing the issue and @abidlabs for the review!
More improvements to reload mode are planned. Stay tuned!
Auto-reload is one of the coolest (and maybe underrated) features of gradio in my opinion. It automatically detects changes in your python app file and hot swaps your backend and frontend without restarting the server. I may be biased, but that's a way nicer experience than most other reload mode features out there.
This is all possible due to novel use of python's built in importlib module. Since this is a non-standard use of the module, our users have encountered some rough edges in the wild.
I'm happy to announce two improvements that will be out in the next release of gradio. They were both made possible by collaboration in the open source community.
1. First, gradio's reload mode now works with the
python-dotenv library. Getting to the bottom of this one took a lot of sleuthing by our users and the fix got merged and released into the python-dotenv package last night! Thanks to
@theskumar
, maintainer of python-dotenv, for all the help. 2. Second, gradio's reload mode now consumes an order of magnitude less CPU. Depending on how many files are in your source directory, you may see between 2x to 10x less CPU utilization. Thanks to @velaia for filing the issue and @abidlabs for the review!
More improvements to reload mode are planned. Stay tuned!
multimodalart
authored
2
papers
about 1 year ago
multimodalart
authored
a
paper
over 1 year ago
freddyaboulton
updated
a
Space
about 2 years ago