This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).
☆558Jan 21, 2025Updated last year
Alternatives and similar repositories for CodeRL
Users that are interested in CodeRL are comparing it to the libraries listed below
Sorting:
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆117Jan 9, 2024Updated 2 years ago
- APPS: Automated Programming Progress Standard (NeurIPS 2021)☆502Jun 19, 2024Updated last year
- Generative model for code infilling and synthesis☆315Sep 9, 2023Updated 2 years ago
- Accepted by Transactions on Machine Learning Research (TMLR)☆137Oct 5, 2024Updated last year
- Home of CodeT5: Open Code LLMs for Code Understanding and Generation☆3,097Jan 20, 2024Updated 2 years ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆58Mar 20, 2024Updated last year
- CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.☆5,169Oct 27, 2025Updated 4 months ago
- ☆119Jul 17, 2024Updated last year
- Data and code for "DocPrompting: Generating Code by Retrieving the Docs" @ICLR 2023☆251Dec 15, 2023Updated 2 years ago
- ☆672Nov 1, 2024Updated last year
- CodeXGLUE☆1,801Apr 23, 2024Updated last year
- CodeGen2 models for program synthesis☆271Jun 12, 2023Updated 2 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆186Mar 1, 2022Updated 3 years ago
- ☆41Jan 13, 2023Updated 3 years ago
- Pretrained Language Models for Source code☆253Jun 1, 2021Updated 4 years ago
- Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from d…☆771Mar 12, 2024Updated last year
- Code for the paper "Evaluating Large Language Models Trained on Code"☆3,137Jan 17, 2025Updated last year
- CodeBERTScore: an automatic metric for code generation, based on BERTScore☆207Mar 1, 2024Updated last year
- A pre-trained GPT model for Python code completion and generation☆282Jun 12, 2023Updated 2 years ago
- CodeTF: One-stop Transformer Library for State-of-the-art Code LLM☆1,481May 1, 2025Updated 9 months ago
- NaturalCC: An Open-Source Toolkit for Code Intelligence☆313Feb 6, 2026Updated 3 weeks ago
- ☆2,182Oct 3, 2023Updated 2 years ago
- Training language models to make programs faster☆98Apr 16, 2024Updated last year
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆49Dec 22, 2023Updated 2 years ago
- A framework for the evaluation of autoregressive code generation language models.☆1,020Jul 22, 2025Updated 7 months ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Apr 5, 2022Updated 3 years ago
- ☆80Mar 24, 2025Updated 11 months ago
- ☆112Jul 17, 2024Updated last year
- CodeBERT☆2,734Jul 9, 2023Updated 2 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆59Dec 17, 2021Updated 4 years ago
- Guide to using pre-trained large language models of source code☆1,842Jul 7, 2024Updated last year
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,741Jan 8, 2024Updated 2 years ago
- Code for Parsel 🐍 - generate complex programs with language models☆441Sep 17, 2023Updated 2 years ago
- [NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning☆3,071Jan 14, 2025Updated last year
- Official repo for NAACL 2024 Findings paper "LeTI: Learning to Generate from Textual Interactions."☆66Jun 29, 2023Updated 2 years ago
- A modular RL library to fine-tune language models to human preferences☆2,378Mar 1, 2024Updated last year
- This repository contains all the code for collecting large scale amounts of code from GitHub.☆110Feb 17, 2023Updated 3 years ago
- We introduce FixEval , a dataset for competitive programming bug fixing along with a comprehensive test suite and show the necessity of e…☆26Aug 31, 2022Updated 3 years ago
- A collection of recent papers, benchmarks and datasets of AI4Code domain.☆58Apr 23, 2024Updated last year