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. (by microsoft)
magicoder
Magicoder: Source Code Is All You Need (by ise-uiuc)
| monitors4codegen | magicoder | |
|---|---|---|
| 2 | 5 | |
| 150 | 1,896 | |
| 35.3% | 4.2% | |
| 7.5 | 8.8 | |
| about 2 months ago | 13 days ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
monitors4codegen
Posts with mentions or reviews of monitors4codegen.
We have used some of these posts to build our list of alternatives
and similar projects.
magicoder
Posts with mentions or reviews of magicoder.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Mistral Magicoder? Any Mistral-based coding models?
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?
- Codegen model Magicoder 7B surpasses ChatGPT on HumanEval+ test
- Magicoder: Source Code Is All You Need
- Magicoder, coding-tuned Deepseek-6.7B and Llama-7B. Synth data techniques make it "surpass the ChatGPT on HumanEval+"
What are some alternatives?
When comparing monitors4codegen and magicoder you can also consider the following projects:
autolabel - Label, clean and enrich text datasets with LLMs.