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merveenoyan/README.md
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Hi πŸ‘‹, I'm Merve

I build, write, showcase around zero-shot vision, multimodality, optimization and more (mostly transformers).

πŸ€— My Hugging Face profile has a lot of cool stuff and I also write blogs on everything cutting-edge over there.

🌱 smol-vision: notebooks, scripts and more on various zero-shot vision/multimodal model optimizations

πŸ€– smolagents: a lightweight library on agentic ML

Below are a couple of write-ups about some of the things I worked on at Hugging Face or illustrations of concepts related to ML ⬇️

πŸ”– SmolVLM - small vision LM πŸ”– Even smaller SmolVLM - tiniest vision LM ever

πŸ”– Introducing smolagents πŸ”– Vision LMs in smolagents

πŸ”– Vision Language Models Explained πŸ”– Autoencoders Visualized

πŸ”– Introduction to Quantization πŸ”– ConvNets Visualized

πŸ”– PaliGemma – Google's Cutting-Edge Open Vision Language Model and PaliGemma 2

▢️ A walkthrough on multimodality, papers, tools and more

▢️ Keynote: open-source LLMs, where to find them, how to eval and deploy

▢️ A walkthrough on zero-shot vision, papers, tools and more

πŸ”— Let's Connect!

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  1. smol-vision Public

    Recipes for shrinking, optimizing, customizing cutting edge vision models. πŸ’œ

    Jupyter Notebook 1.3k 107

  2. huggingface/smolagents Public

    πŸ€— smolagents: a barebones library for agents. Agents write python code to call tools and orchestrate other agents.

    Python 14.6k 1.3k

799 contributions in the last year

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Loading A graph representing merveenoyan's contributions from March 10, 2024 to March 13, 2025. The contributions are 52% commits, 25% code review, 13% pull requests, 10% issues.

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March 2025

Created a pull request in huggingface/blog that received 5 comments

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+5 βˆ’5 lines changed β€’ 5 comments
Reviewed 8 pull requests in 2 repositories
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