Commit Graph

Select branches

Hide Pull Requests

dev

feat/svc-calibration

feature/gradient_based_merging

main

2.0.0

Mono Color

• 2f51b80c59 docs: record SVC implementation and verification results feat/svc-calibration dev larsupbandClaude Opus 5 2026-08-02 12:36:35 +02:00
• 9c2b1bb970 docs: document the SVC widget on the merger node larsupbandClaude Opus 5 2026-08-02 12:34:55 +02:00
• def997bfac feat(svc): expose singular value calibration on the merger node larsupbandClaude Opus 5 2026-08-02 12:34:12 +02:00
• d9860cdfe0 feat(svc): accept a spectrum calibrator in merged_delta_to_lora larsupbandClaude Opus 5 2026-08-02 12:32:04 +02:00
• 1498476277 feat(svc): add calibrator factory with conv flattening larsupbandClaude Opus 5 2026-08-02 12:30:23 +02:00
• 0ced3bafcf feat(svc): add mode/alpha resolution and guard coverage larsupbandClaude Opus 5 2026-08-02 12:29:26 +02:00
• 68f39f677f feat(svc): add singular value calibration core larsupbandClaude Opus 5 2026-08-02 12:28:18 +02:00
• 3eff873ee2 add semantic adapter implementation plan larsupb 2026-08-02 12:10:41 +02:00
• 518f71c3b2 update dev version larsupb 2026-08-02 12:10:38 +02:00
• dad8a4a5ee Merge larsupb/main: samplers (2.3.0) + delta-space merge work (2.4.0) main larsupbandClaude Opus 5 2026-08-02 11:54:20 +02:00
• fe92e95f65 release: 2.3.0 with changelog larsupbandClaude Opus 5 2026-08-02 11:48:08 +02:00
• 7973203f38 test: run the whole suite without a ComfyUI installation larsupbandClaude Opus 5 2026-08-02 11:41:31 +02:00
• 1ca216dcbb feat(merge): delta-space interpolation, VRAM offload, and OOM-safe kernels larsupbandClaude Opus 5 2026-08-02 11:13:13 +02:00
• d6b5ad87e6 feat(nodes): average_weights toggle on slerp/nuslerp/karcher/nearswap larsupb 2026-07-21 00:57:42 +02:00
• 48150ddd2e feat(merge): interp_delta_merge helper for delta-space slerp/nuslerp/karcher/nearswap larsupb 2026-07-21 00:54:33 +02:00
• fbaf1e9ae7 docs(plan): delta-space + average_weights for slerp/nuslerp/karcher/nearswap larsupbandClaude Opus 4.8 2026-07-21 00:48:06 +02:00
• ca17e1c2fc docs(spec): delta-space + average_weights for slerp/nuslerp/karcher/nearswap larsupbandClaude Opus 4.8 2026-07-21 00:41:58 +02:00
• fd0578ffe5 docs(spec): VRAM offload before merge on PM LoRA Merger larsupbandClaude Opus 4.8 2026-07-20 15:04:16 +02:00
• 7a1d7851cd docs(readme): reflect renames, Linear removal, default flip, refactor_method larsupbandClaude Opus 4.8 2026-07-19 18:54:09 +02:00
• 36df70a2b1 feat(nodes): default average_weights to OFF (additive, like ComfyUI) larsupbandClaude Opus 4.8 2026-07-19 18:47:52 +02:00
• bec8c3ec3d ux(nodes): remove redundant PM Linear node larsupbandClaude Opus 4.8 2026-07-19 18:17:04 +02:00
• bbc74069ab test(nodes): make widget-name test cwd-robust larsupbandClaude Opus 4.8 2026-07-19 15:33:14 +02:00
• 1123befb2e ux(nodes): rename lambda_->output_scale widget on the Merger node larsupbandClaude Opus 4.8 2026-07-19 15:31:03 +02:00
• 5b3d59c43a ux(nodes): rename ties->sign_consensus, normalize->average_weights widgets larsupb 2026-07-19 15:29:24 +02:00
• 5b9c38d30f test(nodes): guard clearer widget names (ties/normalize/lambda_ renames) larsupb 2026-07-19 15:27:28 +02:00
• 999baae4a0 docs(plan): clearer merge-node widget names larsupbandClaude Opus 4.8 2026-07-19 14:40:29 +02:00
• b38b3f873a docs(spec): clearer widget names for merge nodes larsupbandClaude Opus 4.8 2026-07-19 12:07:58 +02:00
• ab00821e43 ux(nodes): clearer titles and tooltips for merge params larsupbandClaude Opus 4.8 2026-07-19 11:49:49 +02:00
• 13b66a06c6 perf(gta): chunk della sparsify over rows to bound VRAM larsupbandClaude Opus 4.8 2026-07-19 11:49:38 +02:00
• abeec6129a fix: serialize GTA merge on CUDA to bound peak VRAM (fixes FLUX OOM/segfault) larsupbandClaude Opus 4.8 2026-07-19 02:31:16 +02:00
• 030ab02fe7 perf(gta): stream the merge instead of stacking (cut peak VRAM ~2x) larsupbandClaude Opus 4.8 2026-07-19 02:31:16 +02:00
• 036934f911 docs: note rSVD refactor deviation + refactor_method widget larsupbandClaude Opus 4.8 2026-07-19 02:14:10 +02:00
• df041f81d9 feat(gta): expose refactor_method widget on the merge node larsupbandClaude Opus 4.8 2026-07-19 02:12:55 +02:00
• 7c52c13e81 fix(gta): randomized SVD for merged-delta refactor (fixes OOM/segfault) larsupbandClaude Opus 4.8 2026-07-19 02:12:55 +02:00
• 7424fe0274 tests(blocks): rewrite TestApplySelection, add BlockSelection dict/resolve tests larsupb 2026-07-19 01:55:52 +02:00
• 9ab7115695 refactor(LoraDecompose): use resolve_block_selection for index-based block selection larsupb 2026-07-19 01:54:54 +02:00
• 271009d741 types: add BlockSelectionConfig alias larsupb 2026-07-19 01:54:28 +02:00
• 40d060ee71 refactor(BlockSelector): remove lora_stack input, chain index-based configs larsupb 2026-07-19 01:54:14 +02:00
• 8b76f73401 feat(blocks): add build_block_selection_dict and resolve_block_selection larsupb 2026-07-19 01:53:41 +02:00
• 68069046b2 docs: add implementation plan for block selector lora_stack removal larsupb 2026-07-19 01:46:36 +02:00
• 479099fb8c docs: add spec for block selector lora_stack removal larsupb 2026-07-19 01:44:26 +02:00
• bfdc5fe5dc docs: mark delta-space GTA merge implemented larsupb 2026-07-19 01:33:16 +02:00
• d0080d4a37 test(gta): expose gta module in gta_helpers for behavior tests larsupb 2026-07-19 01:31:37 +02:00
• 4e44e5b67f test(gta): end-to-end behavioral tests encoding the normalize fix larsupb 2026-07-19 01:31:35 +02:00
• 8e2a40d440 feat: route GTA merge family through delta-space path larsupb 2026-07-19 01:30:33 +02:00
• 3c15e6d72d feat(gta): merged-delta -> LoRA refactor with energy-dynamic rank larsupb 2026-07-19 01:28:57 +02:00
• 7456bee6a3 feat(gta): resolve per-mode rescale_norm defaults larsupb 2026-07-19 01:24:43 +02:00
• 08ea66cae6 feat(gta): gta_merge entry point with mode config, parity vs mergekit larsupb 2026-07-19 01:23:39 +02:00
• 2926caa600 feat(gta): sign election + disjoint merge with per-element normalize larsupb 2026-07-19 01:21:46 +02:00
• e85ec67057 feat(gta): own sparsify primitives matching mergekit larsupb 2026-07-19 01:20:52 +02:00
• 2f86588fad test: add standalone loader harness for gta module larsupb 2026-07-19 01:19:39 +02:00
• 35426a39f8 fix(mergekit): strength linearization and correct lambda scaling larsupb 2026-07-19 01:16:35 +02:00
• aafda5c809 feat: PM Block Selector + model-specific block nodes (KREA2, FLUX.2-Klein) larsupb 2026-07-19 01:14:03 +02:00
• acdf80b5da docs: implementation plan for delta-space GTA merge larsupbandClaude Opus 4.8 2026-07-19 00:40:35 +02:00
• 205824a2b3 feat(blocks): KREA2 and FLUX.2-Klein definition builders larsupb 2026-07-19 00:39:10 +02:00
• bd2b1b6390 feat(blocks): apply per-block weights to up factor (linear delta scaling) larsupb 2026-07-19 00:37:38 +02:00
• ffc272b312 feat(blocks): per-LoRA weight computation, selection merge, index selection larsupb 2026-07-19 00:36:45 +02:00
• 84c12e352d feat(blocks): category construction and per-key weight lookup larsupb 2026-07-19 00:35:53 +02:00
• db9f94fb5d feat(blocks): key normalization and weight-string parsing larsupb 2026-07-19 00:34:19 +02:00
• 3c73c551f6 docs: design for delta-space GTA merge with SVD refactor larsupbandClaude Opus 4.8 2026-07-19 00:32:59 +02:00
• ac1dd66ab4 docs: implementation plan for PM Block Selector + model block nodes larsupbandClaude Opus 4.8 2026-07-19 00:05:10 +02:00
• 32f83f9c4b docs: design for PM Block Selector + KREA2/FLUX.2-Klein block nodes larsupbandClaude Opus 4.8 2026-07-18 23:50:12 +02:00
• 1b9d5f6b06 Samplers: NOISE/GUIDER API, live previews, correct decode & Dual Model CFG larsandClaude Opus 4.8 2026-06-23 00:15:13 +02:00
• c7c44c6c37 Merge branch 'main' into feature/gradient_based_merging feature/gradient_based_merging larsupb 2026-06-23 00:00:05 +02:00
• c13c643443 update version larsupb 2026-06-22 23:58:16 +02:00
• fec46129c0 fix: SCE merge shape error when LoRA layers have zero variance or single-LoRA keys larsupbandClaude Sonnet 4.6 2026-06-03 11:33:50 +02:00
• c95f89df2d semantic adapter larsupb 2026-01-19 02:00:18 +01:00
• 38c4a069fd code review larsupb 2026-01-10 14:13:47 +01:00
• c37bdaae64 alpha working larsupb 2026-01-10 12:54:12 +01:00
• 323543684d opus is rocking larsupb 2026-01-06 23:50:07 +01:00
• aa4533806e alpha version of gradients-based merging larsupb 2026-01-05 11:48:24 +01:00
• 3614df9de6 remove arcee fusion method, add linf rescale norm, cleanups larsupb 2026-01-01 19:51:37 +01:00
• e3e37a7056 fix spectral norm, remove normalization option from NearestSwap larsupb 2026-01-01 19:10:45 +01:00
• a2892cd5cf add logging larsupb 2026-01-01 12:09:42 +01:00
• e3559dde84 Remove two strenghts model from lora power stack. bugfix error when using two loras with the same name but different folder. larsupb 2026-01-01 12:09:21 +01:00
• 0ec0aa188a Bugfix enery_rSVD to handle target ranks > actual rank dim. larsupb 2025-12-26 19:06:48 +01:00
• dbe0b59174 updated readme larsupb 2025-12-26 12:02:21 +01:00
• 9636e68f6a rework on clip treatment, spectral_norm_scale, validation routines larsupb 2025-12-26 11:36:40 +01:00
• ed3724f4fb rework on clip treatment, spectral_norm_scale, validation routines larsupb 2025-12-26 11:36:25 +01:00
• a9a9e48e7d bugfix alpha treatment larsupb 2025-12-23 16:48:08 +01:00
• ffda0472db architecture awareness - add compatibility for wan, flux and qwen larsupb 2025-12-23 15:44:19 +01:00
• 62ceda93a1 align layer filter functionality, enable search bar for LoRA selection in the Power Stacker. larsupb 2025-12-23 11:22:59 +01:00
• ac642f9ebd Fix LoRA Resize node and update README larsupb 2025-12-23 10:38:13 +01:00
• 95d3ca9417 Update README larsupb 2025-12-22 16:45:24 +01:00
• ee4644b0e8 Add LICENSE larsupb 2025-12-22 16:42:46 +01:00
• 345b702a31 Update README larsupb 2025-12-22 16:42:12 +01:00
• 7891155a93 Merge pull request #5 from ComfyNodePRs/update-publish-yaml larsupb 2025-12-22 16:11:05 +01:00
• 049f54cdfb Update README 2.0.0 larsupb 2025-12-22 01:59:35 +01:00
• 4026118aa3 Update version larsupb 2025-12-22 01:47:41 +01:00
• 2a223d41d4 Update readme larsupb 2025-12-22 01:44:29 +01:00
• 83795c7985 Update readme larsupb 2025-12-22 01:34:29 +01:00
• 037b6d8dd1 Remove Load LoRA node larsupb 2025-12-22 01:34:20 +01:00
• 9f8e89608c full refactoring larsupb 2025-12-22 00:36:34 +01:00
• b8613cf1a1 new LoRA Power Stacker node, new dit architecture, renaming of in-/ and output fields. bugfixes. larsupb 2025-12-21 09:03:07 +01:00
• 052f8e9125 new LoRA Power Stacker node, renaming of in-/ and output fields. bugfixes. larsupb 2025-12-21 09:02:03 +01:00
• 6b6514ab50 Refactor package layout. Add decomposition methods. Fix lots of bugs. larsupb 2025-12-20 12:45:17 +01:00
• ff7c2b171b wan 2.1 support and cleanups larsupb 2025-07-21 00:52:45 +02:00
• c2174e5506 current work, with LoRAAnalyzer larsupb 2025-07-20 23:23:19 +02:00
• c8705060b5 chore(publish): update workflow permissions and action version for node publishing snomiao 2025-01-20 21:34:08 +00:00
• 4c6cd9ebd4 Merge pull request #3 from UrzasLegacy/main larsupb 2024-10-24 13:26:45 +02:00