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plaguss  authored a paper 5 days ago
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
andito  authored a paper 5 days ago
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
eliebak  authored a paper 5 days ago
INTELLECT-1 Technical Report
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burtenshaw 
posted an update about 11 hours ago
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1582
The Hugging Face agents course is finally out!

👉 https://huggingface.co/agents-course

This first unit of the course sets you up with all the fundamentals to become a pro in agents.

- What's an AI Agent?
- What are LLMs?
- Messages and Special Tokens
- Understanding AI Agents through the Thought-Action-Observation Cycle
- Thought, Internal Reasoning and the Re-Act Approach
- Actions, Enabling the Agent to Engage with Its Environment
- Observe, Integrating Feedback to Reflect and Adapt
davidberenstein1957 
posted an update 1 day ago
burtenshaw 
posted an update 4 days ago
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3031
SmolLM2 paper is out! 😊

😍 Why do I love it? Because it facilitates teaching and learning!

Over the past few months I've engaged with (no joke) thousands of students based on SmolLM.

- People have inferred, fine-tuned, aligned, and evaluated this smol model.
- People used they're own machines and they've used free tools like colab, kaggle, and spaces.
- People tackled use cases in their job, for fun, in their own language, and with their friends.

upvote the paper SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model (2502.02737)
  • 1 reply
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plaguss 
authored a paper 5 days ago
andito 
authored a paper 5 days ago
eliebak 
authored a paper 5 days ago
loubnabnl 
authored a paper 5 days ago
eliebak 
authored a paper 5 days ago
gabrielmbmb 
authored a paper 5 days ago
burtenshaw 
authored a paper 5 days ago
anton-l 
authored a paper 5 days ago
davidberenstein1957 
posted an update 5 days ago
davidberenstein1957 
posted an update 6 days ago
davidberenstein1957 
posted an update 7 days ago
davidberenstein1957 
posted an update 12 days ago
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1555
tldr; Parquet is awesome, DuckDB too!

Datasets on the Hugging Face Hub rely on parquet files. We can interact with these files using DuckDB as a fast in-memory database system. One of DuckDB’s features is vector similarity search which can be used with or without an index.

blog:
https://huggingface.co/learn/cookbook/vector_search_with_hub_as_backend
davidberenstein1957 
posted an update 15 days ago
burtenshaw 
posted an update 15 days ago
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3100
Manic few days in open source AI, with game changing development all over the place. Here's a round up of the resources:

- The science team at @huggingface reproduced and open source the seek r1. https://github.com/huggingface/open-r1
- @qwen released a series of models with 1 million token context! https://qwenlm.github.io/blog/qwen2.5-1m/
- SmolVLM got even smaller with completely new variants at 256m and 500m https://huggingface.co/blog/smolervlm

There's so much you could do with these developments. Especially combining them together into agentic applications or fine-tuning them on your use case.
  • 1 reply
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burtenshaw 
posted an update 18 days ago
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1258
Hey 👋

I'm helping out on some community research to learn about the AI community. If you want to join in the conversation, head over here where I started a community discussion on the most influential model since BERT.

OSAIResearchCommunity/README#2
burtenshaw 
posted an update 18 days ago
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1912
📣 Teachers and Students! Here's a handy quiz app if you're preparing your own study material.

TLDR, It's a quiz that uses a dataset to make questions and save answers

Here's how it works:

- make a dataset of multiple choice questions
- duplicate the space add set the dataset repo
- log in and do the quiz
- submit the questions to create a new dataset

I made this to get ready for the agents course, but I hope it's useful for you projects too!

quiz app burtenshaw/dataset_quiz

dataset with questions burtenshaw/exam_questions

agents course we're working on https://huggingface.co/agents-course
burtenshaw 
posted an update 19 days ago
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2507
AI was built on side projects!