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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 smol-vision Public

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

    Jupyter Notebook 1.5k 116

  2. huggingface/smolagents huggingface/smolagents Public

    πŸ€— smolagents: a barebones library for agents that think in code.

    Python 19.7k 1.7k

  3. siglip siglip Public

    Projects based on SigLIP (Zhai et. al, 2023) and Hugging Face transformers integration πŸ€—

    Jupyter Notebook 240 13