v2.0.0
Labtasker 2.0.0 is a Python-native task queue for parallel model inference, evaluation, and other independent ML experiments.
Highlights
- SQLite/FastAPI Server with explicit Task lifecycle, leases, retries, and
run_idfencing. - Independent Client and Server distributions plus the
labtaskerconvenience metapackage. - Python, command,
torchrun, and Accelerate Workers with deterministic CLI interfaces. - Agent Skill, versioned documentation, Dependabot maintenance, and trusted-publishing release automation.
Compatibility
V2 intentionally does not preserve the v1 protocol or database format. The historical implementation remains available on the v1 branch.