TheVault
WikiSQL
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| TheVault | WikiSQL | |
|---|---|---|
| 4 | 2 | |
| 78 | 1,560 | |
| - | 2.8% | |
| 7.9 | 0.0 | |
| 3 months ago | 9 months ago | |
| Jupyter Notebook | HTML | |
| MIT License | BSD 3-clause "New" or "Revised" License |
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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
WikiSQL
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List of code generation datasets (open source)
WikiSQL
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Anyone else witnessing a panic inside NLP orgs of big tech companies?
Natural language processing/understanding/generation is solved (at least in English).
LLMs produce perfectly fluent output and can understand natural language input as well as any human.
However knowledge representation is not solved. We still don't know how to interface a perfect LLM to other systems in the same way a human does things like looking up facts we aren't confident of or using a calculator to do math we cant' do in our head.
These are very significant problems and super important. But they are more adjacent to NLP in the same way tasks like something like Text-to-SQL [1] isn't a pure NLP task.
[1] for example https://github.com/salesforce/WikiSQL
What are some alternatives?
DB-GPT - AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
ASH-IR-Dataset - An impulse response dataset for binaural synthesis of spatial audio systems on headphones
GirlfriendGPT - Girlfriend GPT is a Python project to build your own AI girlfriend using ChatGPT4.0
hanakotoba - Exploring 花言葉 in Japanese and other literary corpora
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%
news - JSON News Service
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.