Top 5 Python ai4code Projects

magicoder

5 1,864 8.8 Python

Magicoder: Source Code Is All You Need

Project mention: Mistral Magicoder? Any Mistral-based coding models? | /r/LocalLLaMA | 2023-12-07

Looking at the Magicoder repo, I see that they fine-tuned LLaMA and DeepSeek. (https://github.com/ise-uiuc/magicoder) I'm curious as to why they didn't also use Mistral? Am I missing something obvious?

CodeTF

9 1,423 6.9 Python

CodeTF: One-stop Transformer Library for State-of-the-art Code LLM

Project mention: CodeTF: Transformer Based Library for Code Generating Language Models | /r/AutoGPT | 2023-06-16

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
ReplitLM

3 908 7.0 Python

Inference code and configs for the ReplitLM model family

Project mention: AI — weekly megathread! | /r/artificial | 2023-05-05

Replit’s new 2.7B params code LLM, ReplitLM is now open-source. It outperformed Codex and LLaMA despite being smaller in size [GitHub | Hugging Face Demo].

CodeCapybara

1 156 5.9 Python

Open-source Self-Instruction Tuning Code LLM

Project mention: CodeCapybara | news.ycombinator.com | 2023-04-30

monitors4codegen

1 105 7.5 Python

Code and Data artifact for NeurIPS 2023 paper - "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context". `multispy` is a lsp client library in Python intended to be used to build applications around language servers.

Project mention: Show HN: Multilspy – A library to easily use language servers to analyze code | news.ycombinator.com | 2023-11-28

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).