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Simeon Emanuilov PRO

s-emanuilov
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https://unfoldai.com/

AI & ML interests

Software Engineer & Ph.D. candidate | Specializing in ML/DL system development & applying AI to solve real-world business problems.

Recent Activity

replied to their post about 8 hours ago
Tutorial πŸ’₯ 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.
upvoted a paper 1 day ago
Fast Video Generation with Sliding Tile Attention
replied to their post 2 days ago
Tutorial πŸ’₯ 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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