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nroggendorffย 
posted an update 2 days ago
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4332
hey nvidia, can you send me a gpu?
comment or react if you want ~~me~~ to get one too. ๐Ÿ‘‰๐Ÿ‘ˆ
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clemย 
posted an update about 19 hours ago
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1259
Cool to see @ylecun joining the top 10 of most followed on HF!

(and leaderboard by @mvaloatto is here: mvaloatto/TCTF)
  • 1 reply
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Xenovaย 
posted an update 3 days ago
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4262
First project of 2025: Vision Transformer Explorer

I built a web app to interactively explore the self-attention maps produced by ViTs. This explains what the model is focusing on when making predictions, and provides insights into its inner workings! ๐Ÿคฏ

Try it out yourself! ๐Ÿ‘‡
webml-community/attention-visualization

Source code: https://github.com/huggingface/transformers.js-examples/tree/main/attention-visualization
karolklpย 
posted an update 1 day ago
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1778
Hey HuggingFacers. Happy New Year!

I'm Karol, CTO with strong business acumen. It's a bit too much on a "culture" side, to be core here, but I wrote an article that highlights rather overlooked societal risks of "AI Agents Reverse Alignment". Happy to hear your thoughts!
Also: I'm looking for a mentor / reviewer regarding research paper around AI Agents Topology - kklepa@gmail.com

https://karolklepacki.substack.com/p/heralds-of-reverse-ai-alignment
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grimjimย 
posted an update 1 day ago
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1351
I'm (finally) releasing a Python script that trims excess weights in Gemma2 full-weight models that bloated by ~1B parameters due to an early mergekit bug.
https://github.com/jim-plus/Gemma2-mergekit-remediation

I'd noticed something was off when merges of Gemma2 9B models ended up having ~10B parameters. The current mergekit package is fine, but there are still bloated models on HF that could stand to be fixed.

The script assumes that it will be run from the same directory as the model weights, and will trim the unnecessary lm_head.weight tensor and corresponding index entry.
  • 1 reply
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awacke1ย 
posted an update 1 day ago
s-emanuilovย 
posted an update 3 days ago
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2393
Hey HF community! ๐Ÿ‘‹

Excited to share Monkt - a tool I built to solve the eternal headache of processing documents for ML/AI pipelines.

What it does: Converts PDFs, Word, PowerPoint, Excel, Web pages or raw HTML into clean Markdown or structured JSON.

Great for:
โœ” LLM training dataset preparation;
โœ” Knowledge base construction;
โœ” Research paper processing;
โœ” Technical documentation management.

It has API access for integration into ML pipelines.

Check it out at https://monkt.com/ if you want to save time on document processing infrastructure.

Looking forward to your feedback!
  • 3 replies
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as-cle-bertย 
posted an update 2 days ago
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1728
๐ŸŽ‰๐„๐š๐ซ๐ฅ๐ฒ ๐๐ž๐ฐ ๐˜๐ž๐š๐ซ ๐ซ๐ž๐ฅ๐ž๐š๐ฌ๐ž๐ฌ๐ŸŽ‰

Hi HuggingFacers๐Ÿค—, I decided to ship early this year, and here's what I came up with:

๐๐๐Ÿ๐ˆ๐ญ๐ƒ๐จ๐ฐ๐ง (https://github.com/AstraBert/PdfItDown) - If you're like me, and you have all your RAG pipeline optimized for PDFs, but not for other data formats, here is your solution! With PdfItDown, you can convert Word documents, presentations, HTML pages, markdown sheets and (why not?) CSVs and XMLs in PDF format, for seamless integration with your RAG pipelines. Built upon MarkItDown by Microsoft
GitHub Repo ๐Ÿ‘‰ https://github.com/AstraBert/PdfItDown
PyPi Package ๐Ÿ‘‰ https://pypi.org/project/pdfitdown/

๐’๐ž๐ง๐“๐ซ๐„๐ฏ ๐ฏ๐Ÿ.๐ŸŽ.๐ŸŽ (https://github.com/AstraBert/SenTrEv/tree/v1.0.0) - If you need to evaluate the ๐—ฟ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฒ๐˜ƒ๐—ฎ๐—น performance of your ๐˜๐—ฒ๐˜…๐˜ ๐—ฒ๐—บ๐—ฏ๐—ฒ๐—ฑ๐—ฑ๐—ถ๐—ป๐—ด models, I have good news for you๐Ÿฅณ๐Ÿฅณ
The new release for ๐’๐ž๐ง๐“๐ซ๐„๐ฏ now supports ๐—ฑ๐—ฒ๐—ป๐˜€๐—ฒ and ๐˜€๐—ฝ๐—ฎ๐—ฟ๐˜€๐—ฒ retrieval (thanks to FastEmbed by Qdrant) with ๐˜๐—ฒ๐˜…๐˜-๐—ฏ๐—ฎ๐˜€๐—ฒ๐—ฑ ๐—ณ๐—ถ๐—น๐—ฒ ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐˜€ (.docx, .pptx, .csv, .html, .xml, .md, .pdf) and new ๐—ฟ๐—ฒ๐—น๐—ฒ๐˜ƒ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—บ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฐ๐˜€!
GitHub repo ๐Ÿ‘‰ https://github.com/AstraBert/SenTrEv
Release Notes ๐Ÿ‘‰ https://github.com/AstraBert/SenTrEv/releases/tag/v1.0.0
PyPi Package ๐Ÿ‘‰ https://pypi.org/project/sentrev/

Happy New Year and have fun!๐Ÿฅ‚
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its5Qย 
posted an update 2 days ago
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2690
Am I missing something, or there is still no way to filter by model size while searching for models? It has been a requested feature since 2022, but I haven't seen any updates since! With the amount of different models coming out, I think the size filter would be a great extension of the search functionality, especially when looking for smaller models, which are a lot less prevalent.
  • 1 reply
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merveย 
posted an update 4 days ago
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3760
supercharge your LLM apps with smolagents ๐Ÿ”ฅ

however cool your LLM is, without being agentic it can only go so far

enter smolagents: a new agent library by Hugging Face to make the LLM write code, do analysis and automate boring stuff!

Here's our blog for you to get started https://huggingface.co/blog/smolagents
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