AI & ML interests

Waifu and Husbando Research

not-lainย 
posted an update 5 months ago
not-lainย 
posted an update 6 months ago
not-lainย 
posted an update 7 months ago
view post
Post
1790
we now have more than 2000 public AI models using ModelHubMixin๐Ÿค—
not-lainย 
posted an update 7 months ago
view post
Post
4136
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 :
s3nhย 
posted an update 8 months ago
view post
Post
2288
Welcome back,

Small Language Models Enthusiasts and GPU Poor oss enjoyers lets connect.
Just created an organization which main target is to have fun with smaller models tuneable on consumer range GPUs, feel free to join and lets have some fun, much love ;3

SmolTuners
ยท
lunarfluย 
posted an update 8 months ago
not-lainย 
posted an update 9 months ago
view post
Post
2449
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="")
lunarfluย 
posted an update 12 months ago
not-lainย 
posted an update 12 months ago
lunarfluย 
posted an update about 1 year ago
view post
Post
1984
Cool things this week from @huggingface !

๐ŸŒŽAI math olympiad winner NuminaMath is here!
๐Ÿค—Announcing New Hugging Face and Keras NLP integration
โœจUI overhaul to HF tokens!
๐ŸงŠ Embed our dataset viewer on any webpage!

https://huggingface.co/blog/winning-aimo-progress-prize
https://huggingface.co/blog/keras-nlp-integration
https://huggingface.co/settings/tokens
https://x.com/julien_c/status/1812099420726456457

Check out the full list on our discord! ๐Ÿ‘‡
https://discord.com/invite/JfAtkvEtRb
not-lainย 
posted an update about 1 year ago
view post
Post
7815
I am now a huggingface fellow ๐Ÿฅณ
ยท
not-lainย 
posted an update about 1 year ago
view post
Post
2718
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 about 1 year ago
view post
Post
1486
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 about 1 year ago
view post
Post
2139
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
lunarfluย 
posted an update about 1 year ago
view post
Post
2388
By popular demand, HF activity tracker v1.0 is here! ๐Ÿ“Š let's build it together!๐Ÿค—

Lots of things to improve, feel free to open PRs in the community tab!

good PR ideas:
- track more types of actions that include date+time
- bigger plot
- track discord activity too ๐Ÿคฏ
- link github? โšก

https://huggingface.co/spaces/huggingface-projects/LevelBot
  • 2 replies
ยท
not-lainย 
posted an update about 1 year ago
view post
Post
1963
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
lunarfluย 
posted an update about 1 year ago
view post
Post
2012
Weekly highlights for the HF ecosystem!

๐Ÿš€ Phi 3
๐Ÿฆ… Falcon VLM
๐Ÿค— sentence-transformers v3.0 is here! Train and finetune embedding models with multi-GPU training, bf16 support, loss logging, callbacks and more!
๐Ÿฅณ Gradio launch event 6/6! We're launching 1.0 versions of two new libraries, Python + JS client libraries to programmatically query Gradio apps, and several new features making it easier to use Gradio apps in production!
โœจ Tools now available in HuggingChat! Use any AI apps built by the community! ๐Ÿ”ฅ
๐ŸงŠ ML for 3D Course Unit 3 is here! Covering Gaussian splatting, how it fits in the generative 3D pipeline, and hands-on code to build your own demo!

See the full list here!
https://discord.com/channels/879548962464493619/897387888663232554/1245036889539612764 !
  • 2 replies
ยท
lunarfluย 
posted an update about 1 year ago
view post
Post
2065
cooking up something....anyone interested in a daily activity tracker for HF?
ยท