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