This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).
☆569Jan 21, 2025Updated last year
Alternatives and similar repositories for CodeRL
Users that are interested in CodeRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆116Jan 9, 2024Updated 2 years ago
- APPS: Automated Programming Progress Standard (NeurIPS 2021)☆529Jun 19, 2024Updated last year
- Accepted by Transactions on Machine Learning Research (TMLR)☆135Oct 5, 2024Updated last year
- Generative model for code infilling and synthesis☆313Sep 9, 2023Updated 2 years ago
- Home of CodeT5: Open Code LLMs for Code Understanding and Generation☆3,101Jan 20, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.☆5,176Oct 27, 2025Updated 6 months ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆59Mar 20, 2024Updated 2 years ago
- ☆118Jul 17, 2024Updated last year
- ☆675Nov 1, 2024Updated last year
- CodeXGLUE☆1,822Apr 23, 2024Updated 2 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆186Mar 1, 2022Updated 4 years ago
- ☆41Jan 13, 2023Updated 3 years ago
- Data and code for "DocPrompting: Generating Code by Retrieving the Docs" @ICLR 2023☆251Dec 15, 2023Updated 2 years ago
- Pretrained Language Models for Source code☆256Jun 1, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆60Dec 17, 2021Updated 4 years ago
- CodeGen2 models for program synthesis☆270Jun 12, 2023Updated 2 years ago
- Code for the paper "Evaluating Large Language Models Trained on Code"☆3,227Jan 17, 2025Updated last year
- Training language models to make programs faster☆98Apr 16, 2024Updated 2 years ago
- Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from d…☆773Mar 12, 2026Updated 2 months ago
- A pre-trained GPT model for Python code completion and generation☆284Jun 12, 2023Updated 2 years ago
- CodeTF: One-stop Transformer Library for State-of-the-art Code LLM☆1,480May 1, 2025Updated last year
- 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.☆59Apr 23, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆80Mar 24, 2025Updated last year
- A framework for the evaluation of autoregressive code generation language models.☆1,042Jul 22, 2025Updated 9 months ago
- CodeBERTScore: an automatic metric for code generation, based on BERTScore☆210Mar 1, 2024Updated 2 years ago
- NaturalCC: An Open-Source Toolkit for Code Intelligence☆315May 3, 2026Updated 2 weeks ago
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆49Dec 22, 2023Updated 2 years ago
- Contains the code and data for our #ICSE2022 paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure an…☆15May 18, 2022Updated 4 years ago
- ☆2,195Oct 3, 2023Updated 2 years ago
- Guide to using pre-trained large language models of source code☆1,841Jul 7, 2024Updated last year
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆73Aug 31, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- CodeBERT☆2,766Jul 9, 2023Updated 2 years ago
- ☆112Jul 17, 2024Updated last year
- Minimal library to train LLMs on TPU in JAX with pjit().☆299Dec 20, 2023Updated 2 years ago
- This repository contains all the code for collecting large scale amounts of code from GitHub.☆110Feb 17, 2023Updated 3 years ago
- A collection of practical code generation tasks and tests in open source projects. Complementary to HumanEval by OpenAI.☆156Dec 25, 2024Updated last year
- Official repo for NAACL 2024 Findings paper "LeTI: Learning to Generate from Textual Interactions."☆66Jun 29, 2023Updated 2 years ago
- 🐙 OctoPack: Instruction Tuning Code Large Language Models☆479Feb 5, 2025Updated last year