ai4code

Open-source projects categorized as ai4code
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Language: + Python + Jupyter Notebook
Topics: llm Code Generation Dataset instruction-tuning llama
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Top 6 ai4code Open-Source Projects

ai4code

  • magicoder

    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?

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  • CodeTF

    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

  • ReplitLM

    Inference code and configs for the ReplitLM model family

  • CodeCapybara

    Open-source Self-Instruction Tuning Code LLM

  • monitors4codegen

    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 – Cross platform framework to develop Language Server Clients | news.ycombinator.com | 2024-05-10

  • TheVault

    [EMNLP 2023] The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation

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).

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ai4code related posts

  • Show HN: Multilspy – Cross platform framework to develop Language Server Clients

    3 projects | news.ycombinator.com | 10 May 2024

  • Mistral Magicoder? Any Mistral-based coding models?

    1 project | /r/LocalLLaMA | 7 Dec 2023

  • Codegen model Magicoder 7B surpasses ChatGPT on HumanEval+ test

    1 project | /r/u_Greg_Z_ | 6 Dec 2023

  • Magicoder: Source Code Is All You Need

    1 project | news.ycombinator.com | 5 Dec 2023

  • Magicoder, coding-tuned Deepseek-6.7B and Llama-7B. Synth data techniques make it "surpass the ChatGPT on HumanEval+"

    1 project | /r/LocalLLaMA | 5 Dec 2023

  • CodeTF: Transformer Based Library for Code Generating Language Models

    1 project | /r/AutoGPT | 16 Jun 2023

  • CodeTF: Transformer Based Library for Code Generating Language Models

    1 project | /r/aipromptprogramming | 12 Jun 2023
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Index

What are some of the best open-source ai4code projects? This list will help you:

Project Stars
1 magicoder 1,916
2 CodeTF 1,429
3 ReplitLM 910
4 CodeCapybara 156
5 monitors4codegen 163
6 TheVault 82

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