cicalooo-ComfyUI-H3-PowerLoraStack

22 Commits 1 Branch 0 Tags

3 Commits

Include renames

Author	SHA1	Message	Date
doggeddalle	4ef4de0a5d	Robust adaln, pdd, keymap, modality fixes Multiple improvements and hardening across the Power LoRA stack: - adaln: stronger caching (file-version keys), device-safe grid/basis computation, normalized tensor hashing for basis cache, more robust table-to-table rebasing with residual checks and fallback, better detection of adaLN weight name variants. - apply: validate numeric strengths, reject unsupported passengers, handle loading errors, detect shape mismatches, track rejected/skipped/quantized merges, improved PDD handoff and reporting. - pdd: introduce movable PddBank/PddState, register banks as additional models, thread-local PDD context, strength-scheduled blending and safer interval clamping. - keymap/detect/gain/modality/nodes/branch: add support for varied LoRA key spellings, more validation, skip incomplete adapters, and small bugfixes. - server: surface partial calibration note. - pyproject/README/.gitignore: packaging, docs, and ignore cleanup; add Python >=3.10 requirement and publisher repo fix. - web UI: fix balance button behavior, safer auto-balance error handling and factor sanitization. - tests: add unit tests for adaln, modality and pdd. Overall: better robustness to varied LoRA formats, mixed devices, malformed inputs, and improved user-facing error/reporting.	2026-08-28 02:22:53 +10:00
doggeddalle	f38d084232	Add PDD support and improve adaLN grid handling Introduce PDD/Acc head handling and a robust adaLN grid/basis pipeline. - Add h3lora/pdd.py: peel Acc/PDD output-head banks from LoRAs, keep banks aside, and blend rows at sample time (PddFinalLayer + attach wrapper) to avoid crashes. - Refactor h3lora/adaln.py: generate/load silu grids from time_embedder, safetensors, or live embedder; add hashing, basis cache, sidecar support, residual acceptance threshold, and scanning of diffusion_model safetensors. - Integrate PDD into apply.py, detect.py, nodes.py and README; add .gitignore entries.	2026-08-27 19:43:07 +10:00
doggeddalle	28ac439a26	Add MiniMax H3 Power LoRA Stack Add a ComfyUI plugin implementing a stacked multi-LoRA loader for MiniMax H3. Introduces H3PowerLoraStack and H3LoraInspector node classes, plus modules: adaln (adaLN dense↔curve basis conversion), branch (runtime low-rank branches for quantized weights), apply (stack orchestration), detect (safetensors header introspection), keymap (key normalization), nodes, and a web UI (h3_power_lora_stack.js). Includes pyproject metadata and README. Preserves quantized kernels via branching, rebases adaLN pairs, handles many naming conventions, and provides a browser picker and per-LoRA reporting.	2026-08-08 19:27:06 +10:00

Author

SHA1

Message

Date

doggeddalle

4ef4de0a5d

Robust adaln, pdd, keymap, modality fixes

Multiple improvements and hardening across the Power LoRA stack:

- adaln: stronger caching (file-version keys), device-safe grid/basis computation, normalized tensor hashing for basis cache, more robust table-to-table rebasing with residual checks and fallback, better detection of adaLN weight name variants.
- apply: validate numeric strengths, reject unsupported passengers, handle loading errors, detect shape mismatches, track rejected/skipped/quantized merges, improved PDD handoff and reporting.
- pdd: introduce movable PddBank/PddState, register banks as additional models, thread-local PDD context, strength-scheduled blending and safer interval clamping.
- keymap/detect/gain/modality/nodes/branch: add support for varied LoRA key spellings, more validation, skip incomplete adapters, and small bugfixes.
- server: surface partial calibration note.
- pyproject/README/.gitignore: packaging, docs, and ignore cleanup; add Python >=3.10 requirement and publisher repo fix.
- web UI: fix balance button behavior, safer auto-balance error handling and factor sanitization.
- tests: add unit tests for adaln, modality and pdd.

Overall: better robustness to varied LoRA formats, mixed devices, malformed inputs, and improved user-facing error/reporting.

2026-08-28 02:22:53 +10:00

doggeddalle

f38d084232

Add PDD support and improve adaLN grid handling

Introduce PDD/Acc head handling and a robust adaLN grid/basis pipeline.

- Add h3lora/pdd.py: peel Acc/PDD output-head banks from LoRAs, keep banks aside, and blend rows at sample time (PddFinalLayer + attach wrapper) to avoid crashes.
- Refactor h3lora/adaln.py: generate/load silu grids from time_embedder, safetensors, or live embedder; add hashing, basis cache, sidecar support, residual acceptance threshold, and scanning of diffusion_model safetensors.
- Integrate PDD into apply.py, detect.py, nodes.py and README; add .gitignore entries.

2026-08-27 19:43:07 +10:00

doggeddalle

28ac439a26

Add MiniMax H3 Power LoRA Stack

Add a ComfyUI plugin implementing a stacked multi-LoRA loader for MiniMax H3. Introduces H3PowerLoraStack and H3LoraInspector node classes, plus modules: adaln (adaLN dense↔curve basis conversion), branch (runtime low-rank branches for quantized weights), apply (stack orchestration), detect (safetensors header introspection), keymap (key normalization), nodes, and a web UI (h3_power_lora_stack.js). Includes pyproject metadata and README. Preserves quantized kernels via branching, rebases adaLN pairs, handles many naming conventions, and provides a browser picker and per-LoRA reporting.

2026-08-08 19:27:06 +10:00