reddy-lab-code-research / PPOCoderLinks
Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"
☆118Updated 2 years ago
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)☆137Updated last year
- ☆119Updated last year
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆74Updated last year
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆90Updated 2 years ago
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆165Updated last year
- ☆112Updated last year
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆58Updated last year
- Training language models to make programs faster☆98Updated last year
- ☆126Updated 2 years ago
- A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.☆62Updated last year
- InstructCoder: Instruction Tuning Large Language Models for Code Editing | Oral ACL-2024 srw☆64Updated last year
- xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval☆87Updated last year
- [NeurIPS 2023 D&B] Code repository for InterCode benchmark https://arxiv.org/abs/2306.14898☆240Updated last year
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆49Updated 2 years ago
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆186Updated last year
- ☆41Updated last year
- [ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".☆267Updated last year
- [EACL 2024] ICE-Score: Instructing Large Language Models to Evaluate Code☆80Updated last year
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)☆170Updated 5 months ago
- CodeBERTScore: an automatic metric for code generation, based on BERTScore☆207Updated last year
- ☆80Updated 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…☆132Updated last year
- ☆33Updated 4 months ago
- APIBench is a benchmark for evaluating the performance of API recommendation approaches released in the paper "Revisiting, Benchmarking a…☆65Updated 2 years ago
- Official code for the paper "CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules"☆49Updated 2 months ago
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts☆35Updated last year
- [LREC-COLING'24] HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization☆41Updated 11 months ago
- About The corresponding code from our paper " REFINER: Reasoning Feedback on Intermediate Representations" (EACL 2024). Do not hesitate t…☆74Updated last week
- ☆33Updated this week
- ☆103Updated 2 years ago