princeton-nlp / SimPO
[NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
☆800Updated 2 months ago
Alternatives and similar repositories for SimPO:
Users that are interested in SimPO are comparing it to the libraries listed below
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆785Updated 2 weeks ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆524Updated last month
- RewardBench: the first evaluation tool for reward models.☆491Updated last week
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆687Updated 3 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆521Updated 2 weeks ago
- Official repository for "Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing". Your efficient and high-quality s…☆565Updated last week
- Large Reasoning Models☆787Updated last month
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆578Updated 10 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆400Updated 2 months ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆908Updated last month
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆388Updated 8 months ago
- Recipes to train reward model for RLHF.☆1,084Updated last month
- LongBench v2 and LongBench (ACL 2024)☆755Updated this week
- DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models☆1,083Updated last year
- A series of technical report on Slow Thinking with LLM☆297Updated last week
- ☆812Updated last week
- ☆432Updated 2 weeks ago
- Official repository for ORPO☆430Updated 7 months ago
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆447Updated 9 months ago
- [ACL 2024] Progressive LLaMA with Block Expansion.☆491Updated 7 months ago
- A large-scale, fine-grained, diverse preference dataset (and models).☆325Updated last year
- OLMoE: Open Mixture-of-Experts Language Models☆531Updated last month
- ☆295Updated last month
- Scalable toolkit for efficient model alignment☆674Updated this week
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,099Updated 8 months ago
- Scalable RL solution for advanced reasoning of language models☆873Updated this week
- Codebase for Merging Language Models (ICML 2024)☆792Updated 8 months ago
- ☆300Updated 3 months ago
- ☆247Updated 5 months ago
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆308Updated last week