salesforce / CodeRLLinks
This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).
☆534Updated 5 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)☆469Updated last year
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆113Updated last year
- Generative model for code infilling and synthesis☆302Updated last year
- ☆657Updated 7 months ago
- Accepted by Transactions on Machine Learning Research (TMLR)☆128Updated 8 months ago
- Minimal library to train LLMs on TPU in JAX with pjit().☆290Updated last year
- Training language models to make programs faster☆90Updated last year
- Data and code for "DocPrompting: Generating Code by Retrieving the Docs" @ICLR 2023☆248Updated last year
- 🐙 OctoPack: Instruction Tuning Code Large Language Models☆468Updated 4 months ago
- CodeBERTScore: an automatic metric for code generation, based on BERTScore☆193Updated last year
- A hard gym for programming☆159Updated 11 months ago
- A framework for the evaluation of autoregressive code generation language models.☆949Updated 7 months ago
- Simple next-token-prediction for RLHF☆227Updated last year
- ☆118Updated 11 months ago
- Code for Parsel 🐍 - generate complex programs with language models☆430Updated last year
- [NeurIPS 2023 D&B] Code repository for InterCode benchmark https://arxiv.org/abs/2306.14898☆220Updated last year
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆167Updated 10 months ago
- [ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".☆245Updated 7 months ago
- Run evaluation on LLMs using human-eval benchmark☆414Updated last year
- CodeGen2 models for program synthesis☆273Updated 2 years ago
- ☆270Updated 2 years ago
- A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.☆813Updated 11 months ago
- ☆110Updated 11 months ago
- Ongoing research training transformer models at scale☆389Updated 10 months ago
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆564Updated last year
- ☆756Updated last year
- ☆125Updated 2 years ago
- A multi-programming language benchmark for LLMs☆253Updated this week
- Pretrained Language Models for Source code☆253Updated 4 years ago
- Code for the paper "Efficient Training of Language Models to Fill in the Middle"☆184Updated 2 years ago