Snider 1b742bf92c feat: native Metal distillation command + .core/ai config ... Add `lem distill` — full Go pipeline for self-distillation using go-mlx (native Metal inference) and go-i18n/reversal (v3 grammar scoring). Replaces the Python distill.py bridge entirely. New files: - .core/ai/ai.yaml: global defaults (scorer, generation, distill) - .core/ai/models/gemma3/{27b,1b}.yaml: model configs with paths, kernel, lessons, baselines - .core/ai/probes.yaml: probe sets grouped by training phase - pkg/lem/config.go: YAML config loaders for .core/ai/ - pkg/lem/grammar.go: in-process grammar scoring (ComputeGrammarScore, ComputeDelta, ScoreResponse) extracted from cmd/scorer - pkg/lem/distill.go: RunDistill command — best-of-N generation, grammar quality gate, training JSONL output - pkg/lem/backend_metal.go: blank import for go-mlx Metal registration Co-Authored-By: Virgil <virgil@lethean.io>		2026-02-21 23:42:55 +00:00
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agent.go	feat: add scoring agent + 23 capability probes (replaces scoring_agent.py)	2026-02-15 17:22:40 +00:00
agent_test.go	feat: add scoring agent + 23 capability probes (replaces scoring_agent.py)	2026-02-15 17:22:40 +00:00
approve.go	feat: convert all pipeline.py commands to Go	2026-02-15 17:12:03 +00:00
backend_metal.go	feat: native Metal distillation command + .core/ai config	2026-02-21 23:42:55 +00:00
client.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
client_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
compare.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
compare_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
config.go	feat: native Metal distillation command + .core/ai config	2026-02-21 23:42:55 +00:00
consolidate.go	feat: convert all pipeline.py commands to Go	2026-02-15 17:12:03 +00:00
conv.go	feat: add lem conv command for conversational training data	2026-02-15 16:42:46 +00:00
conv_test.go	refactor: remove Vi identity from calm conversations	2026-02-15 16:48:23 +00:00
conversations.go	refactor: remove Vi identity from calm conversations	2026-02-15 16:48:23 +00:00
convert.go	feat: add parquet, publish, metrics, convert commands	2026-02-15 17:05:08 +00:00
convert_test.go	feat: add parquet, publish, metrics, convert commands	2026-02-15 17:05:08 +00:00
coverage.go	feat: convert all pipeline.py commands to Go	2026-02-15 17:12:03 +00:00
db.go	feat: scaffold LEM Desktop app (Wails v3 system tray + Docker stack)	2026-02-15 17:43:19 +00:00
db_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
distill.go	feat: native Metal distillation command + .core/ai config	2026-02-21 23:42:55 +00:00
engine.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
engine_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
exact.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
exact_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
expand.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
expand_status.go	feat: convert all pipeline.py commands to Go	2026-02-15 17:12:03 +00:00
expand_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
export.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
export_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
grammar.go	feat: native Metal distillation command + .core/ai config	2026-02-21 23:42:55 +00:00
heuristic.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
heuristic_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
import.go	feat: convert all pipeline.py commands to Go	2026-02-15 17:12:03 +00:00
influx.go	feat: add lem conv command for conversational training data	2026-02-15 16:42:46 +00:00
influx_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
ingest.go	feat: add lem ingest command + go-huggingface dependency	2026-02-15 16:55:17 +00:00
ingest_test.go	feat: add lem ingest command + go-huggingface dependency	2026-02-15 16:55:17 +00:00
inventory.go	feat: convert all pipeline.py commands to Go	2026-02-15 17:12:03 +00:00
io.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
io_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
judge.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
judge_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
metrics.go	feat: add parquet, publish, metrics, convert commands	2026-02-15 17:05:08 +00:00
normalize.go	feat: convert all pipeline.py commands to Go	2026-02-15 17:12:03 +00:00
parquet.go	feat: add parquet, publish, metrics, convert commands	2026-02-15 17:05:08 +00:00
parquet_test.go	feat: add parquet, publish, metrics, convert commands	2026-02-15 17:05:08 +00:00
probe.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
probe_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
probes.go	feat: add scoring agent + 23 capability probes (replaces scoring_agent.py)	2026-02-15 17:22:40 +00:00
probes_test.go	feat: add scoring agent + 23 capability probes (replaces scoring_agent.py)	2026-02-15 17:22:40 +00:00
prompts.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
publish.go	feat: add parquet, publish, metrics, convert commands	2026-02-15 17:05:08 +00:00
query.go	feat: convert all pipeline.py commands to Go	2026-02-15 17:12:03 +00:00
seed_influx.go	feat: convert all pipeline.py commands to Go	2026-02-15 17:12:03 +00:00
status.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
status_test.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
tier_score.go	feat: convert all pipeline.py commands to Go	2026-02-15 17:12:03 +00:00
types.go	refactor: move Go library to pkg/lem, thin main.go	2026-02-15 16:30:09 +00:00
worker.go	feat: add lem worker command for distributed inference network	2026-02-15 18:10:59 +00:00
worker_test.go	feat: add lem worker command for distributed inference network	2026-02-15 18:10:59 +00:00