facebookresearch / CodeGen
Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from dataset creation to model training and evaluation. Comes with pretrained models.
☆726Updated 11 months ago
Alternatives and similar repositories for CodeGen:
Users that are interested in CodeGen are comparing it to the libraries listed below
- Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf☆1,694Updated 3 years ago
- This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (Neur…☆514Updated 3 weeks ago
- Generative model for code infilling and synthesis☆298Updated last year
- CodeXGLUE☆1,603Updated 9 months ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆168Updated 2 years ago
- Pretrained Language Models for Source code☆251Updated 3 years ago
- Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"☆557Updated 6 months ago
- CodeBERTScore: an automatic metric for code generation, based on BERTScore☆182Updated 11 months ago
- Guide to using pre-trained large language models of source code☆1,806Updated 7 months ago
- Ongoing research training transformer models at scale☆380Updated 5 months ago
- A static analysis library for computing graph representations of Python programs suitable for use with graph neural networks.☆331Updated last year
- Website for "A Survey of Machine Learning for Big Code and Naturalness"☆291Updated last week
- A library for mining of path-based representations of code (and more)☆286Updated last year
- ☆625Updated 3 months ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆187Updated 2 years ago
- Minimal library to train LLMs on TPU in JAX with pjit().☆280Updated last year
- Python bindings to the Tree-sitter parsing library☆968Updated last week
- Code Generation using GPT-J!☆515Updated 2 years ago
- A framework for the evaluation of autoregressive code generation language models.☆884Updated 3 months ago
- Code for "StructCoder: Structure-Aware Transformer for Code Generation"☆70Updated last year
- APPS: Automated Programming Progress Standard (NeurIPS 2021)☆437Updated 7 months ago
- CodeGen2 models for program synthesis☆274Updated last year
- 🐙 OctoPack: Instruction Tuning Code Large Language Models☆450Updated last week
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways☆821Updated 2 years ago
- ☆1,452Updated last year
- CodeTF: One-stop Transformer Library for State-of-the-art Code LLM☆1,463Updated 2 weeks ago
- CodeBERT☆2,368Updated last year
- ☆1,530Updated last year
- Home of CodeT5: Open Code LLMs for Code Understanding and Generation☆2,890Updated last year
- Code and data for XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence☆68Updated 3 weeks ago