eric-mitchell / direct-preference-optimization
Reference implementation for DPO (Direct Preference Optimization)
☆2,188Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for direct-preference-optimization
- An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention)☆2,666Updated this week
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆744Updated this week
- A modular RL library to fine-tune language models to human preferences☆2,213Updated 8 months ago
- Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback☆1,348Updated 5 months ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆714Updated 2 weeks ago
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,079Updated 8 months ago
- ☆1,271Updated this week
- MOSS-RLHF☆1,292Updated 8 months ago
- Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09…☆1,948Updated this week
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,391Updated 8 months ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,624Updated last year
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,529Updated last week
- Aligning Large Language Models with Human: A Survey☆700Updated last year
- A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.☆782Updated 4 months ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆756Updated last year
- A library for advanced large language model reasoning☆1,442Updated last week
- YaRN: Efficient Context Window Extension of Large Language Models☆1,353Updated 7 months ago
- Paper List for In-context Learning 🌷☆818Updated last month
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆1,667Updated last year
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,439Updated 5 months ago
- Measuring Massive Multitask Language Understanding | ICLR 2021☆1,216Updated last year
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,502Updated 10 months ago
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,607Updated last year
- [NIPS2023] RRHF & Wombat☆798Updated last year
- LOMO: LOw-Memory Optimization☆979Updated 4 months ago
- Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought and OpenAI o1 🍓☆1,920Updated this week
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,579Updated 3 months ago
- Recipes to train reward model for RLHF.☆903Updated this week
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,149Updated last month
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆1,943Updated this week