reddy-lab-code-research / PPOCoder
Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"
☆111Updated last year
Alternatives and similar repositories for PPOCoder:
Users that are interested in PPOCoder are comparing it to the libraries listed below
- Accepted by Transactions on Machine Learning Research (TMLR)☆126Updated 7 months ago
- ☆115Updated 9 months ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆52Updated last year
- A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.☆53Updated 6 months ago
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆86Updated last year
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆64Updated 8 months ago
- ☆110Updated 9 months ago
- ☆124Updated 2 years ago
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆136Updated 6 months ago
- ☆75Updated last month
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)☆139Updated 9 months ago
- The repository for paper "DebugBench: "Evaluating Debugging Capability of Large Language Models".☆74Updated 9 months ago
- Training language models to make programs faster☆88Updated last year
- ☆36Updated 10 months ago
- Code and data for XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence☆72Updated 3 months ago
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆162Updated 8 months ago
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts☆30Updated 10 months ago
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆123Updated 11 months ago
- Code for "StructCoder: Structure-Aware Transformer for Code Generation"☆73Updated last year
- Source codes for paper ”ReACC: A Retrieval-Augmented Code Completion Framework“☆62Updated 3 years ago
- Generate the WizardCoder Instruct from the CodeAlpaca☆21Updated last year
- [LREC-COLING'24] HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization☆39Updated last month
- Official code for the paper "CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules"☆45Updated 3 months ago
- Model Selection with Large Language Models for Reasoning (EMNLP2023 Findings)☆29Updated last year
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆47Updated last year
- ☆33Updated last year
- xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval☆81Updated 7 months ago
- ☆95Updated last year
- About The corresponding code from our paper " REFINER: Reasoning Feedback on Intermediate Representations" (EACL 2024). Do not hesitate t…☆70Updated last year
- ☆46Updated 2 years ago