Small side plan: temporary BOOLEAN input on LoRACombinationGenerator that
routes progress tracking to combo_progress_rerun.json, enabling a full
re-run of the 400-combo collection to backfill per-prefix decisions
once Phase A of the estimator plan lands. To be reverted after use.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Task-by-task TDD plan for the case-based retrieval estimator. Covers
per-prefix decision capture (Phase A), feature extractor + index builder,
LoRAEstimator runtime, and the ComfyUI node surface.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
k-NN retrieval over HF community cache, emits tuner_data for the
existing optimizer replay path. Per-prefix instrumentation lands
first, dataset gets re-collected, estimator ships with both global
and per-prefix retrieval.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Node that exhaustively generates all 2/3-way LoRA combinations for
AutoTuner dataset collection. Uses seed-based deterministic shuffle
with lightweight completion tracking.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Task 4: guard min(participating) against empty set
- Task 5: add CPU path hit check before executor.submit
- Task 5/6: guard pair extraction with entry is not None
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
5-task plan: parser, passthrough node, tree executor,
optimize_merge integration, and verification.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Hierarchical merge topology via text formula expression.
Users define merge order (e.g., "(1+2) + 3") to prevent
style LoRAs from being drowned out by character LoRA majority.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
