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Fine-tuning a 350M Model for Better Structured Outputs in 100 GRPO Steps

Hugging Face · published 3 September 2026

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https://huggingface.co/LiquidAI/LFM2.5-350M

huggingface.co

https://huggingface.co/docs/trl/en/index

huggingface.co

https://huggingface.co/datasets/LiquidAI/ifstruct-v1.0

huggingface.co

https://github.com/Liquid4All/cookbook/blob/main/finetuning/notebooks/grpo_with_trl_ifstruct.ipynb

github.com

https://www.liquid.ai/blog/ifstruct-v1.0

liquid.ai

https://docs.astral.sh/uv/

docs.astral.sh

https://docs.liquid.ai/deployment/on-device/llama-cpp

docs.liquid.ai

https://github.com/Liquid4All/ifstruct

github.com

https://huggingface.co/LiquidAI/LFM2.5-350M-GGUF

huggingface.co

https://huggingface.co/datasets/nvidia/Nemotron-RL-instruction_following-structured_outputs

huggingface.co