AI Indonesia Community

community

AI & ML interests

None defined yet.

INDONESIA-AI's activity

not-lainย 
posted an update 12 days ago
not-lainย 
posted an update about 2 months ago
not-lainย 
posted an update 2 months ago
view post
Post
1675
we now have more than 2000 public AI models using ModelHubMixin๐Ÿค—
not-lainย 
posted an update 2 months ago
view post
Post
4044
Published a new blogpost ๐Ÿ“–
In this blogpost I have gone through the transformers' architecture emphasizing how shapes propagate throughout each layer.
๐Ÿ”— https://huggingface.co/blog/not-lain/tensor-dims
some interesting takeaways :
not-lainย 
posted an update 4 months ago
view post
Post
2348
ever wondered how you can make an API call to a visual-question-answering model without sending an image url ๐Ÿ‘€

you can do that by converting your local image to base64 and sending it to the API.

recently I made some changes to my library "loadimg" that allows you to make converting images to base64 a breeze.
๐Ÿ”— https://github.com/not-lain/loadimg

API request example ๐Ÿ› ๏ธ:
from loadimg import load_img
from huggingface_hub import InferenceClient

# or load a local image
my_b64_img = load_img(imgPath_url_pillow_or_numpy ,output_type="base64" ) 

client = InferenceClient(api_key="hf_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx")

messages = [
	{
		"role": "user",
		"content": [
			{
				"type": "text",
				"text": "Describe this image in one sentence."
			},
			{
				"type": "image_url",
				"image_url": {
					"url": my_b64_img # base64 allows using images without uploading them to the web
				}
			}
		]
	}
]

stream = client.chat.completions.create(
    model="meta-llama/Llama-3.2-11B-Vision-Instruct", 
	messages=messages, 
	max_tokens=500,
	stream=True
)

for chunk in stream:
    print(chunk.choices[0].delta.content, end="")
Hev832ย 
posted an update 7 months ago
view post
Post
1466
i today make Shadow Chat, that make you can Chat with Shadow the Hedgehog (i was just bored, so i make this lol)

try it now in:
Hev832/Shadow_Chat
ยท
Blane187ย 
posted an update 7 months ago
not-lainย 
posted an update 8 months ago
Blane187ย 
posted an update 8 months ago
view post
Post
1452
hello everyone, today I have been working on a project Blane187/rvc-demo, a demo of rvc using pip, this project is still a demo though (I don't have a beta tester lol)
not-lainย 
posted an update 8 months ago
view post
Post
7738
I am now a huggingface fellow ๐Ÿฅณ
ยท
not-lainย 
posted an update 9 months ago
view post
Post
2685
I have finished writing a blogpost about building an image-based retrieval system, This is one of the first-ever approaches to building such a pipeline using only open-source models/libraries ๐Ÿค—

You can checkout the blogpost in https://huggingface.co/blog/not-lain/image-retriever and the associated space at not-lain/image-retriever .

โœจ If you want to request another blog post consider letting me know down below or you can reach out to me through any of my social media

๐Ÿ“– Happy reading !
not-lainย 
posted an update 9 months ago
view post
Post
1458
Hello beautiful people.
I wanted to thank everyone that read my blogpost and I am glad to share that we have achieved 11000 readers ๐Ÿฅณ
I couldn't have done this without you, so once again thanks a lot everyone for the support ๐Ÿ’–
If you haven't already you can read my blog post at: https://huggingface.co/blog/not-lain/rag-chatbot-using-llama3
not-lainย 
posted an update 10 months ago
view post
Post
2109
It is with great pleasure I inform you that huggingface's ModelHubMixin reached 200+ models on the hub ๐Ÿฅณ

ModelHubMixin is a class developed by HF to integrate AI models with the hub with ease and it comes with 3 methods :
* save_pretrained
* from_pretrained
* push_to_hub

Shoutout to @nielsr , @Wauplin and everyone else on HF for their awesome work ๐Ÿค—

If you are not familiar with ModelHubMixin and you are looking for extra resources you might consider :
* docs: https://huggingface.co/docs/huggingface_hub/main/en/package_reference/mixins
๐Ÿ”—blog about training models with the trainer API and using ModelHubMixin: https://huggingface.co/blog/not-lain/trainer-api-and-mixin-classes
๐Ÿ”—GitHub repo with pip integration: https://github.com/not-lain/PyTorchModelHubMixin-template
๐Ÿ”—basic guide: https://huggingface.co/posts/not-lain/884273241241808
Hev832ย 
posted an update 10 months ago
view post
Post
2496
hello everyone, I've finished making a project for RVC Dataset Maker if you want to try the project you can try it below:
Hev832/RVC-Dataset-Maker

if you find any erors you can create New discussion ๐Ÿ‘€
  • 1 reply
ยท
not-lainย 
posted an update 10 months ago
view post
Post
1941
I will be delivering an introductory coding session this Sunday 7Pm gmt+1 time about huggingface, if you are new to HF and don't know where to begin, you are welcome to join us ๐Ÿค—
๐Ÿ“ŒPlace: huggingface discord server
๐Ÿ”—Link : https://discord.gg/hugging-face-879548962464493619?event=1245406127668203541
  • 2 replies
ยท
not-lainย 
posted an update 10 months ago
view post
Post
1549
If you're a researcher or developing your own model ๐Ÿ‘€ you might need to take a look at huggingface's ModelHubMixin classes.
They are used to seamlessly integrate your AI model with huggingface and to save/ load your model easily ๐Ÿš€

1๏ธโƒฃ make sure you're using the appropriate library version
pip install -qU "huggingface_hub>=0.22"

2๏ธโƒฃ inherit from the appropriate class
from huggingface_hub import PyTorchModelHubMixin
from torch import nn

class MyModel(nn.Module,PyTorchModelHubMixin):
  def __init__(self, a, b):
    super().__init__()
    self.layer = nn.Linear(a,b)
  def forward(self,inputs):
    return self.layer(inputs)

first_model = MyModel(3,1)

4๏ธโƒฃ push the model to the hub (or use save_pretrained method to save locally)
first_model.push_to_hub("not-lain/test")

5๏ธโƒฃ Load and initialize the model from the hub using the original class
pretrained_model = MyModel.from_pretrained("not-lain/test")

not-lainย 
posted an update 10 months ago
view post
Post
1140
I'm looking for open-source image embedding models for RAG applications and/or multimodel embedding models if they exist in the first place.

if you have any extra resources about using, creating, or finetuning them feel free to share them below ๐Ÿค—
not-lainย 
posted an update 11 months ago
view post
Post
1234
๐Ÿฅณcelebrating 5K readers in one of my blog posts ๐Ÿฅณ
I came back with another one this time ๐Ÿค“
in this blog you will learn ๐Ÿ“– :
* How to train custom AI models with the trainer API ๐Ÿš€
* integrate your AI models with HF using the mixin classes ๐Ÿ”ฅ

happy reading everyone ๐Ÿค—
๐Ÿ”—link: https://huggingface.co/blog/not-lain/trainer-api-and-mixin-classes
  • 2 replies
ยท
not-lainย 
posted an update 11 months ago
not-lainย 
posted an update 11 months ago
view post
Post
1790
๐Ÿš€ just reached 3K+ readers on this blog post about RAG using only HF๐Ÿค— related tools in just a little over 1 week from publishing.

๐Ÿ“ƒthe most interesting thing about it is that you can use the FAISS index in the datasets library to retrieve your most similar documents.

๐Ÿ”—https://huggingface.co/blog/not-lain/rag-chatbot-using-llama3

Happy reading everyone โœจ