SalesforceAIResearch / CodeChain
Official code for the paper "CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules"
☆28Updated 9 months ago
Related projects: ⓘ
- Astraios: Parameter-Efficient Instruction Tuning Code Language Models☆57Updated 5 months ago
- Flow of Reasoning: Efficient Training of LLM Policy with Diverse Thinking☆25Updated this week
- ☆73Updated last year
- InstructCoder (former name:Codelnstruct) enables LLMs to edit code☆47Updated 6 months ago
- ☆39Updated 3 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆40Updated 8 months ago
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆48Updated 2 weeks ago
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆76Updated last year
- Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding☆28Updated 7 months ago
- "Improving Mathematical Reasoning with Process Supervision" by OPENAI☆55Updated last week
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆45Updated 6 months ago
- CodeUltraFeedback: aligning large language models to coding preferences☆62Updated 2 months ago
- [EMNLP 2023 Industry Track] A simple prompting approach that enables the LLMs to run inference in batches.☆65Updated 6 months ago
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆65Updated last month
- Repository for NPHardEval, a quantified-dynamic benchmark of LLMs☆46Updated 5 months ago
- Repository for paper Tools Are Instrumental for Language Agents in Complex Environments☆32Updated 8 months ago
- official repo for the paper "Learning From Mistakes Makes LLM Better Reasoner"☆48Updated 8 months ago
- ☆48Updated 3 months ago
- BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions☆19Updated last month
- ☆101Updated 2 months ago
- 🌍 Repository for "AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agent", ACL'24 Best Resource Pap…☆81Updated last month
- ☆16Updated 6 months ago
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆37Updated 2 months ago
- Source code for our paper: "Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction A…☆39Updated 7 months ago
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆42Updated 8 months ago
- Minimal implementation of the Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models paper (ArXiv 20232401.01335)☆25Updated 6 months ago
- LongHeads: Multi-Head Attention is Secretly a Long Context Processor☆26Updated 5 months ago
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆81Updated 2 weeks ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆41Updated last month
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆99Updated last month