facebookresearch / llm-cross-capabilities
Official implementation for "Law of the Weakest Link: Cross capabilities of Large Language Models"
☆37Updated last month
Related projects ⓘ
Alternatives and complementary repositories for llm-cross-capabilities
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆67Updated 5 months ago
- Benchmarking Benchmark Leakage in Large Language Models☆44Updated 5 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆127Updated last month
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆113Updated last week
- [EMNLP Findings 2024 & ACL 2024 NLRSE Oral] Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards☆44Updated 6 months ago
- The HELMET Benchmark☆67Updated last week
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆68Updated 3 weeks ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆56Updated 8 months ago
- This is the official repository of the paper "OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI"☆85Updated last month
- [ACL 2024] Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning☆30Updated 3 months ago
- We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆47Updated 2 weeks ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆72Updated 8 months ago
- The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"☆50Updated 6 months ago
- The official repository of the Omni-MATH benchmark.☆47Updated last week
- [EMNLP 2023, Findings] GRACE: Discriminator-Guided Chain-of-Thought Reasoning☆44Updated last month
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆32Updated 10 months ago
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆102Updated 6 months ago
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆36Updated 8 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆41Updated 9 months ago
- Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs☆22Updated last month
- Comprehensive benchmark for RAG☆31Updated last week
- ☆98Updated 5 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆67Updated last month
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆44Updated 9 months ago
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆39Updated 4 months ago
- Code for PHATGOOSE introduced in "Learning to Route Among Specialized Experts for Zero-Shot Generalization"☆78Updated 8 months ago
- Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆61Updated last week
- ☆88Updated last month
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆61Updated 3 weeks ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆56Updated last month