uv scripts
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UV Scripts
Ready-to-run ML tools powered by UV - zero setup, maximum power
Run state-of-the-art ML workflows with a single command. From OCR to classification, all scripts work instantly with uv run
.
What are UV scripts?
UV scripts are self-contained Python scripts that use inline metadata to specify dependencies. Just uv run script.py
and everything installs automatically.
Perfect for:
- 🚀 GPU workflows on HF Jobs
- 💻 Local processing on your machine
- 🔄 Reproducible pipelines that work anywhere
🚀 Quick Example
# Extract text from images with state-of-the-art OCR (no local GPU needed!)
hf jobs uv run --flavor l4x1 \
https://huggingface.co/datasets/uv-scripts/ocr/raw/main/nanonets-ocr.py \
your-images your-extracted-text
📚 Browse Scripts
Script Collection | Description | GPU Required |
---|---|---|
ocr | Extract text from images with VLMs (LaTeX, tables, forms) | ✅ |
classification | Text classification with guaranteed valid outputs | ✅ |
dataset-creation | Create datasets from PDFs and files | ❌ |
vllm | High-performance inference with vLLM | ✅ |
🎯 Why UV Scripts?
Zero Setup
No virtual environments, no dependency conflicts, no installation steps. UV handles everything automatically when you run the script.
GPU Optimized
Seamlessly run on local GPUs or scale to cloud with HF Jobs. Same script, different compute.
🌟 Featured Scripts
OCR Any Document Dataset
Extract text from images with state-of-the-art accuracy:
# Handles LaTeX, tables, forms, handwriting
hf jobs uv run --flavor l4x1 \
https://huggingface.co/datasets/uv-scripts/ocr/raw/main/nanonets-ocr.py \
your-images extracted-text
Classify with Guaranteed Valid Outputs
Text classification that always returns valid labels:
# Uses vLLM's structured generation - no invalid outputs!
hf jobs uv run --flavor l4x1 \
https://huggingface.co/datasets/uv-scripts/classification/raw/main/classify-dataset.py \
--input-dataset imdb --column text \
--labels "positive,negative" --output-dataset imdb-classified
🚀 Getting Started with HF Jobs
Run any UV script on GPU infrastructure:
hf jobs uv run --flavor l4x1 \
https://huggingface.co/datasets/uv-scripts/[collection]/raw/main/[script].py \
[args]
Choose your GPU flavor:
l4x1
- Good balance for most tasksa10g-large
- More memory for larger modelsa100-large
- Maximum performance
📖 Learn More
UV Scripts is a community project showcasing the power of UV for ML workflows.