CodeXGLUE
TheVault
| CodeXGLUE | TheVault | |
|---|---|---|
| 3 | 4 | |
| 1,423 | 78 | |
| 2.5% | - | |
| 0.0 | 7.9 | |
| 9 days ago | 3 months ago | |
| C# | Jupyter Notebook | |
| MIT License | MIT License |
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.
CodeXGLUE
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List of code generation datasets (open source)
CodeXGLUE
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Algorithm classification and histograms of opcodes
We could not reproduce these results, but we got accuracies of about 80% on the same dataset (POJ-104). This is approximately the same result that was reported with the CodeBERT model in 2020.
- Denigma is an AI tool that explains code in conversational English
TheVault
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(2/2) May 2023
A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation (https://github.com/FSoft-AI4Code/TheVault)
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List of code generation datasets (open source)
TheVault
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[P] Fine-tuning LLaMA on TheVault by AI4Code
I essentially want to fine-tune LLaMA on a dataset that's geared towards code generation. After a bit of research I found TheVault which seems good enough for the job (let me know if there are better datasets tho).
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[R] Introducing The Vault: A new multilingual dataset for advancing code understanding and generation.
Github page: https://github.com/FSoft-AI4Code/TheVault
What are some alternatives?
movfuscator - The single instruction C compiler
DB-GPT - AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
GirlfriendGPT - Girlfriend GPT is a Python project to build your own AI girlfriend using ChatGPT4.0
tree-of-thoughts - Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
code_contests
waymo-open-dataset - Waymo Open Dataset
whylogs - An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
datasets - 🎁 5,400,000+ Unsplash images made available for research and machine learning
chathub - All-in-one chatbot client
covid-chestxray-dataset - We are building an open database of COVID-19 cases with chest X-ray or CT images.
fma - FMA: A Dataset For Music Analysis
gorilla - Gorilla: An API store for LLMs