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Thomas Gauthier-Caron
thomasgauthier
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Can you do RL over taste? I've spent some time reproducing, in the open, Surya N's idea of training a model to paint with code. It's a coding model that learns to paint watercolours by writing JS code, trained with GRPO. I used TRL and OpenEnv for this, with the whole pipeline running on Hugging Face. The interesting part is that the reward has no correct answer, unlike a math problem. In this case it's based on the artistic preferences of the person who builds the dataset. Everything is published: the environment, the reference pool, the trained adapters, every painting of every run with the code that made it, and a write-up with all the decisions, including the ones that went wrong. Blog post: https://huggingface.co/blog/train-to-paint-with-code
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thomasgauthier
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thomasgauthier/common-voice-scripted-speech-quebec
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thomasgauthier/unlicense-pico8
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thomasgauthier/dopaminebench
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thomasgauthier/pydantic-ai-traces
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Feb 3, 2025
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thomasgauthier/smallcaudron_img2img
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Oct 28, 2024
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thomasgauthier/combineddataset
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thomasgauthier/small-cauldron
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Oct 17, 2024
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thomasgauthier/okvqa
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Oct 16, 2024
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thomasgauthier/exllamav2_standard_cal_data
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Apr 16, 2024
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thomasgauthier/observation_or_evaluation
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