reddy-lab-code-research / PPOCoder
Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"
☆109Updated 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 5 months ago
- ☆115Updated 8 months ago
- A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.☆51Updated 5 months ago
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆64Updated 6 months ago
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆131Updated 5 months ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆52Updated last year
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆84Updated last year
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆147Updated 7 months ago
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)☆135Updated 7 months ago
- ☆35Updated 9 months ago
- ☆122Updated last year
- ☆74Updated last year
- ☆107Updated 8 months ago
- Source codes for paper ”ReACC: A Retrieval-Augmented Code Completion Framework“☆62Updated 2 years ago
- xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval☆78Updated 6 months ago
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆118Updated 9 months ago
- Official code for the paper "CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules"☆44Updated 2 months ago
- [ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".☆238Updated 4 months ago
- Training language models to make programs faster☆87Updated 11 months ago
- InstructCoder: Instruction Tuning Large Language Models for Code Editing | Oral ACL-2024 srw☆58Updated 5 months ago
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts☆30Updated 8 months ago
- A collection of practical code generation tasks and tests in open source projects. Complementary to HumanEval by OpenAI.☆135Updated 2 months ago
- [LREC-COLING'24] HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization☆36Updated 2 weeks ago
- Large Language Models Meet NL2Code: A Survey☆36Updated 4 months ago
- Code for "StructCoder: Structure-Aware Transformer for Code Generation"☆71Updated last year
- The repository for paper "DebugBench: "Evaluating Debugging Capability of Large Language Models".☆68Updated 8 months ago
- Generate the WizardCoder Instruct from the CodeAlpaca☆20Updated last year
- Code and data for XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence☆69Updated 2 months ago
- ☆94Updated last year
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆48Updated last year