cli/pkg/ml
Claude 548256312d 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 05:53:52 +00:00
..
agent.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
backend_http.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
backend_http_test.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
backend_llama.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
compare.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
convert.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
db.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
exact.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
exact_test.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
expand.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
export.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
gguf.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
heuristic.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
heuristic_test.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
inference.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
influx.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
io.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
judge.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
judge_test.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
ollama.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
parquet.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
probes.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
probes_test.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
prompts.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
score.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
score_test.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
service.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
status.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
types.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
worker.go feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00