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HuggingChat for Docs

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reacted to s-emanuilov's post with 🔥 about 1 year ago

Tutorial 💥 Training a non-English reasoning model with GRPO and Unsloth I wanted to share my experiment with training reasoning models in languages other than English/Chinese. Using Llama 3.1 8B as base, GRPO trainer from trl, and Unsloth optimizations, I got a working prototype in Bulgarian after ~5 hours on an L40S GPU. The approach should work for any language where the base model has some pre-training coverage. Full code and tutorial here: https://unfoldai.com/reasoning-in-a-non-english-language/ The model itself: https://huggingface.co/s-emanuilov/LLMBG-Llama-3.1-8B-BG-Reasoning-v0.1 I hope this helps anyone looking to build reasoning models in their language.

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reacted to s-emanuilov's post with 🔥 about 1 year ago

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Tutorial 💥 Training a non-English reasoning model with GRPO and Unsloth

I wanted to share my experiment with training reasoning models in languages other than English/Chinese.

Using Llama 3.1 8B as base, GRPO trainer from trl, and Unsloth optimizations, I got a working prototype in Bulgarian after ~5 hours on an L40S GPU. The approach should work for any language where the base model has some pre-training coverage.

Full code and tutorial here: https://unfoldai.com/reasoning-in-a-non-english-language/

The model itself: s-emanuilov/LLMBG-Llama-3.1-8B-BG-Reasoning-v0.1

I hope this helps anyone looking to build reasoning models in their language.