go/internal/cmd/ml
Claude ca8c155d85
feat: add ML inference, scoring, and training pipeline (pkg/ml)
Port LEM scoring/training pipeline into CoreGo as pkg/ml with:
- Inference abstraction with HTTP, llama-server, and Ollama backends
- 3-tier scoring engine (heuristic, exact, LLM judge)
- Capability and content probes for model evaluation
- GGUF/safetensors format converters, MLX to PEFT adapter conversion
- DuckDB integration for training data pipeline
- InfluxDB metrics for lab dashboard
- Training data export (JSONL + Parquet)
- Expansion generation pipeline with distributed workers
- 10 CLI commands under 'core ml' (score, probe, export, expand, status, gguf, convert, agent, worker)
- 5 MCP tools (ml_generate, ml_score, ml_probe, ml_status, ml_backends)

All 37 ML tests passing. Binary builds at 138MB with all commands.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-16 00:34:53 +00:00
..
cmd_agent.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 00:34:53 +00:00
cmd_convert.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 00:34:53 +00:00
cmd_expand.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 00:34:53 +00:00
cmd_export.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 00:34:53 +00:00
cmd_gguf.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 00:34:53 +00:00
cmd_ml.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 00:34:53 +00:00
cmd_probe.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 00:34:53 +00:00
cmd_score.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 00:34:53 +00:00
cmd_status.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 00:34:53 +00:00
cmd_worker.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 00:34:53 +00:00