ML task library for TigerFlow
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Project description
tigerflow-ml
ML tasks for TigerFlow — private cloud ML APIs on HPC infrastructure.
Installation
pip install tigerflow-ml
Tasks
| Task | Description | Entry Point |
|---|---|---|
| OCR | Extract text from images and PDFs | ocr / ocr-local |
| Translation | Translate text documents | translate / translate-local |
| Transcription | Transcribe audio to text | transcribe / transcribe-local |
| Object Detection | Detect objects in images and videos | detect / detect-local |
Each task provides both a Slurm variant (for HPC) and a Local variant (for development).
Usage
After installation, tasks are automatically discoverable via:
tigerflow tasks list
Run a task directly:
python -m tigerflow_ml.text.ocr.slurm --help
python -m tigerflow_ml.text.translate.slurm --help
python -m tigerflow_ml.audio.transcribe.slurm --help
python -m tigerflow_ml.image.detect.slurm --help
Development
uv sync --group dev
uv run pre-commit run --all-files
uv run pytest tests
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