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README.md
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# UV Scripts
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**Ready-to-run data processing scripts for the ML community**
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Run powerful ML workflows with a single command - no setup required.
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## What are UV scripts?
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UV scripts are self-contained Python scripts that use [inline metadata](https://docs.astral.sh/uv/guides/scripts/) to specify dependencies. Just `uv run script.py` and everything installs automatically.
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Perfect for:
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- 🚀 **GPU workflows** on [HF Jobs](https://huggingface.co/docs/hub/spaces-gpu-jobs)
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- 💻 **Local processing** on your machine
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- 🔄 **Reproducible pipelines** that work anywhere
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## Example
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```bash
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# Generate training data for embeddings
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uv run https://huggingface.co/datasets/uv-scripts/sentence-transformers/raw/main/generate-queries.py \
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your-dataset \
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output-queries
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# Deploy on GPU with HF Jobs
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hfjobs run --gpu a10 uv run <script-url>
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```
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## Browse Scripts
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| Script | Description | GPU Recommended |
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|--------|-------------|-----------------|
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| [dataset-creation](https://huggingface.co/datasets/uv-scripts/dataset-creation) | Create datasets from PDFs, images, text | ✅ |
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| [sentence-transformers](https://huggingface.co/datasets/uv-scripts/sentence-transformers) | Generate embedding training data | ✅ |
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| More coming soon... | | |
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