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Vision Language Model Alignment in TRL ⚡️

Hugging Face · published 7 August 2025

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https://huggingface.co/docs/trl/main/en/training_vlm_sft
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Preference Optimization for Vision Language Models Read at the source ↗
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https://huggingface.co/papers/2411.10442
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https://huggingface.co/learn/cookbook/fine_tuning_vlm_mpo
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https://github.com/volcengine/verl/pull/2775
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https://huggingface.co/papers/2402.14740
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https://huggingface.co/papers/2402.04792
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https://github.com/huggingface/trl/blob/main/examples/rloo_visual_math/rloo_visual_math.py
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https://github.com/huggingface/trl/blob/main/examples/online_dpo_visual_math/online_dpo_visual_math.py
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https://huggingface.co/docs/trl/en/online_dpo_trainer
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https://huggingface.co/docs/trl/en/rloo_trainer
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https://huggingface.co/docs/trl/en/sft_trainer
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https://huggingface.co/docs/trl/en/dataset_formats
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https://huggingface.co/datasets/trl-lib/llava-instruct-mix
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https://github.com/huggingface/trl/blob/main/examples/sft_visual_chat/sft_visual_chat.py
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No GPU left behind: Unlocking Efficiency with Co-located vLLM in TRL Read at the source ↗
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https://huggingface.co/docs/trl/en/vllm_integration
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Vision Language Models (Better, faster, stronger) Read at the source ↗
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https://github.com/huggingface/open-r1
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https://github.com/huggingface/open-r1/blob/main/src/open_r1/rewards.py
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https://github.com/huggingface/trl/tree/main/examples
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https://blog.vllm.ai/2025/04/11/transformers-backend.html
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