salesforce / CodeRLLinks
This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).
☆561Updated 11 months ago
Alternatives and similar repositories for CodeRL
Users that are interested in CodeRL are comparing it to the libraries listed below
Sorting:
- APPS: Automated Programming Progress Standard (NeurIPS 2021)☆499Updated last year
- Generative model for code infilling and synthesis☆311Updated 2 years ago
- Accepted by Transactions on Machine Learning Research (TMLR)☆136Updated last year
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆118Updated last year
- ☆672Updated last year
- Data and code for "DocPrompting: Generating Code by Retrieving the Docs" @ICLR 2023☆251Updated 2 years ago
- 🐙 OctoPack: Instruction Tuning Code Large Language Models☆479Updated 11 months ago
- CodeBERTScore: an automatic metric for code generation, based on BERTScore☆206Updated last year
- Training language models to make programs faster☆97Updated last year
- A framework for the evaluation of autoregressive code generation language models.☆1,012Updated 5 months ago
- A hard gym for programming☆163Updated last year
- Minimal library to train LLMs on TPU in JAX with pjit().☆301Updated 2 years ago
- Code for the paper "Efficient Training of Language Models to Fill in the Middle"☆194Updated 2 years ago
- ☆112Updated last year
- [NeurIPS 2023 D&B] Code repository for InterCode benchmark https://arxiv.org/abs/2306.14898☆234Updated last year
- [ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".☆261Updated last year
- A multi-programming language benchmark for LLMs☆290Updated last week
- PaL: Program-Aided Language Models (ICML 2023)☆518Updated 2 years ago
- Simple next-token-prediction for RLHF☆227Updated 2 years ago
- Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"☆210Updated 2 years ago
- Code for Parsel 🐍 - generate complex programs with language models☆438Updated 2 years ago
- Fine-tune SantaCoder for Code/Text Generation.☆194Updated 2 years ago
- Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-…☆566Updated last year
- ☆249Updated 3 years ago
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆183Updated last year
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆90Updated 2 years ago
- ☆127Updated 2 years ago
- Pretrained Language Models for Source code☆252Updated 4 years ago
- Code for "StructCoder: Structure-Aware Transformer for Code Generation"☆77Updated last year
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)☆166Updated 4 months ago