openai / prm800k
800,000 step-level correctness labels on LLM solutions to MATH problems
☆1,907Updated last year
Alternatives and similar repositories for prm800k:
Users that are interested in prm800k are comparing it to the libraries listed below
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,668Updated 6 months ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,660Updated last month
- A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.☆794Updated 7 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆804Updated last week
- The MATH Dataset (NeurIPS 2021)☆1,030Updated 6 months ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,682Updated last year
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,361Updated 10 months ago
- ☆1,192Updated last year
- Secrets of RLHF in Large Language Models Part I: PPO☆1,318Updated 11 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,421Updated 10 months ago
- Reference implementation for DPO (Direct Preference Optimization)☆2,386Updated 6 months ago
- Aligning Large Language Models with Human: A Survey☆718Updated last year
- A modular RL library to fine-tune language models to human preferences☆2,276Updated 11 months ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆760Updated last year
- Measuring Massive Multitask Language Understanding | ICLR 2021☆1,305Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,194Updated 4 months ago
- ☆728Updated 8 months ago
- Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09…☆2,063Updated this week
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,127Updated 11 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆1,712Updated 6 months ago
- A framework for the evaluation of autoregressive code generation language models.☆886Updated 3 months ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆821Updated this week
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,427Updated 7 months ago
- ToRA is a series of Tool-integrated Reasoning LLM Agents designed to solve challenging mathematical reasoning problems by interacting wit…☆1,032Updated 11 months ago
- A library for advanced large language model reasoning☆1,955Updated this week
- Code for Quiet-STaR☆713Updated 6 months ago
- Dromedary: towards helpful, ethical and reliable LLMs.☆1,138Updated last year
- A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)☆2,374Updated 3 weeks ago
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,379Updated 2 months ago
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆913Updated 3 months ago