[NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
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Nov 4, 2024 - Python
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preference-alignment
Here are 8 public repositories matching this topic...
[Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
knowledge-graph question-answering large-language-models instruction-tuning preference-alignment domain-specific-qa
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Jun 10, 2024 - Python
[NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$
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Oct 23, 2024 - Python
Source code for "A Dense Reward View on Aligning Text-to-Image Diffusion with Preference" (ICML'24).
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May 9, 2024 - Python
[ICLR 2025] Official code of "Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization"
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Jun 1, 2024 - Python
Video Generation Benchmark
video-understanding video-generation sora human-annotation text-to-video large-language-models llm multimodal-large-language-models preference-alignment video-evaluation video-generation-evaluation human-preference
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Jan 19, 2025 - Python
Survey of preference alignment algorithms
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Feb 25, 2024
Generate synthetic datasets for instruction tuning and preference alignment using tools like `distilabel` for efficient and scalable data creation.
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Jan 26, 2025 - Jupyter Notebook
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