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metadata 
title: README
emoji: 📚
colorFrom: red
colorTo: indigo
sdk: static
pinned: false

UV Scripts

Run ML workflows on GPU with a single command - no setup required

Self-contained Python scripts powered by UV and HF Jobs. Pick a task, copy the command, and you're running on cloud GPUs in seconds.

Get Started 

hf jobs uv run --flavor l4x1 \
  https://huggingface.co/datasets/uv-scripts/ocr/raw/main/nanonets-ocr.py \
  your-images your-extracted-text

One command, no setup. Works locally too with just uv run.

Browse Scripts

Document Processing

  • ocr - Extract text from images with VLMs (LaTeX, tables, forms, handwriting)
  • dataset-creation - Create HF datasets from PDFs and local files (CPU only)

Computer Vision

  • sam3 - Zero-shot object detection with natural language prompts using SAM3

Text Generation & Classification

  • vllm - High-performance GPU inference with vLLM (classification, VLM tasks)
  • classification - Text classification with structured outputs and guaranteed valid labels
  • openai-oss - Generate responses using OpenAI's open-source reasoning models
  • synthetic-data - Generate synthetic training data with chain-of-thought reasoning

Model Training

  • unsloth/jobs - Fine-tune LLMs and VLMs with Unsloth (LFM2.5, Qwen3-VL, Gemma3, continued pretraining)

Analysis & Visualization

  • dataset-stats - Analyze dataset statistics with streaming and Polars (CPU only)
  • build-atlas - Generate interactive embedding visualizations with Apple's Atlas

Learn More