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

• HF Jobs Documentation - run hf jobs hardware to see available GPUs and pricing
• Available GPU hardware
• UV Script Documentation