reddy-lab-code-research / PPOCoderLinks
Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"
☆114Updated last year
Alternatives and similar repositories for PPOCoder
Users that are interested in PPOCoder are comparing it to the libraries listed below
Sorting:
- Accepted by Transactions on Machine Learning Research (TMLR)☆130Updated 10 months ago
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆151Updated 9 months ago
- ☆119Updated last year
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆89Updated 2 years ago
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆67Updated 11 months ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆52Updated last year
- Training language models to make programs faster☆91Updated last year
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)☆153Updated last year
- ☆124Updated 2 years ago
- ☆110Updated last year
- A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.☆56Updated 9 months ago
- xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval☆86Updated 10 months ago
- InstructCoder: Instruction Tuning Large Language Models for Code Editing | Oral ACL-2024 srw☆62Updated 10 months ago
- [ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".☆251Updated 9 months ago
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆169Updated 11 months ago
- ☆41Updated last year
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆48Updated last year
- Code for the paper "Efficient Training of Language Models to Fill in the Middle"☆183Updated 2 years ago
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆128Updated last year
- Source codes for paper ”ReACC: A Retrieval-Augmented Code Completion Framework“☆62Updated 3 years ago
- The repository for paper "DebugBench: "Evaluating Debugging Capability of Large Language Models".☆80Updated last year
- [NeurIPS 2023 D&B] Code repository for InterCode benchmark https://arxiv.org/abs/2306.14898☆223Updated last year
- [EACL 2024] ICE-Score: Instructing Large Language Models to Evaluate Code☆76Updated last year
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts☆33Updated last year
- A multi-programming language benchmark for LLMs☆267Updated 3 weeks ago
- ☆28Updated 3 weeks ago
- ☆32Updated last month
- Official repository for R2E-Gym: Procedural Environment Generation and Hybrid Verifiers for Scaling Open-Weights SWE Agents☆139Updated 3 weeks ago
- Official code for the paper "CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules"☆45Updated 6 months ago
- CodeBERTScore: an automatic metric for code generation, based on BERTScore☆196Updated last year