Agent OS · Component · ml-training-evaluation-examples
Model fine-tuning, dataset and evaluation workflows
What it does
Bundle executable examples for SFT/DPO/GRPO, dataset inspection, GGUF conversion and community evaluation/job workflows.
Core pattern
Authorized training examples + model conversion and evaluation
- Input
- Models and authorized training/evaluation datasets
- Output
- Training checkpoints, converted models and evaluation results
Key parameters
| Name | Type | Default | Values |
|---|---|---|---|
| operation | string | inspect_dataset | inspect_dataset · sft · dpo · grpo · evaluate · convert_gguf |
| model | string | — | — |
| training_config | — | — | — |
| hardware | — | — | — |
| templates | array | [] | — |
Maturity and limits
Bundled example scripts contain actual training/evaluation code; no desktop-operated training service is evidenced. Phase 2: source paths and implementation inspected statically; tests and external integrations were not executed. Maturity rates repository implementation, not a verified production deployment.
No root reuse license found; bundled skills/plugins and dependencies carry separate license terms. Model/dataset licenses and compute cost are separate; do not equate examples with production training infrastructure.
2 sentences citing source paths or vendor names omitted for publication.
Used in pipelines
Not part of a pipeline yet; available as a standalone component.
Industry tags
- EducationTransferable use
For sample acceptance checks before releasing a course question assistant, use authorized training examples followed by model conversion and evaluation.
Skills pack
Contract scaffold and deterministic mock
Download · 11KBSHA-256 efdb68bbbe149a436854134f4ecb7970c8d2931072bb24333811f4f21ad23733
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