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byteprobe

AI & ML interests

RL | NLP | LLM | LMM | agent

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byteprobe's activity

reacted to Severian's post with πŸš€ 4 days ago
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3360
GraphRAG-Ollama-UI

I've been working on a local version of Microsoft's GraphRAG that uses Ollama for everything. It's got a new interactive UI built with Gradio that makes it easier to manage data, run queries, and visualize results. It's not fully featured or set up to harness the entire GraphRAG library yet but it allows you to run all the standard commands for Indexing/Processing and chatting with your graph. Some key features:

Uses local models via Ollama for LLM and embeddings

3D graph visualization of the knowledge graph using Plotly

File management through the UI (upload, view, edit, delete)

Settings management in the interface

Real-time logging for debugging

https://github.com/severian42/GraphRAG-Ollama-UI
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reacted to prithivMLmods's post with πŸ€— 4 days ago
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3757
Triangulum Catalogued πŸ”₯πŸ’«

🎯Triangulum is a collection of pretrained and instruction-tuned generative models, designed for multilingual applications. These models are trained using synthetic datasets based on long chains of thought, enabling them to perform complex reasoning tasks effectively.

+ Triangulum-10B : prithivMLmods/Triangulum-10B
+ Quants : prithivMLmods/Triangulum-10B-GGUF

+ Triangulum-5B : prithivMLmods/Triangulum-5B
+ Quants : prithivMLmods/Triangulum-5B-GGUF

+ Triangulum-1B : prithivMLmods/Triangulum-1B
+ Quants : prithivMLmods/Triangulum-1B-GGUF
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reacted to Xenova's post with πŸ”₯ 4 days ago
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5234
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! 🀯

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

Source code: https://github.com/huggingface/transformers.js-examples/tree/main/attention-visualization
reacted to cfahlgren1's post with πŸš€ 4 days ago
reacted to clem's post with πŸ€—β€οΈ 4 days ago
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3745
Cool to see @ylecun joining the top 10 of most followed on HF!

(and leaderboard by @mvaloatto is here: mvaloatto/TCTF)
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upvoted an article 5 days ago
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πŸΊπŸ¦β€β¬› LLM Comparison/Test: DeepSeek-V3, QVQ-72B-Preview, Falcon3 10B, Llama 3.3 70B, Nemotron 70B in my updated MMLU-Pro CS benchmark

By wolfram β€’
β€’ 32
reacted to merve's post with πŸ”₯ 5 days ago
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4444
supercharge your LLM apps with smolagents πŸ”₯

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