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Author SHA1 Message Date
silveroxides 8ee4654c80 Improve layer filters in the merger nodes 2026-05-10 18:52:10 +02:00
silveroxides 73ce12cf9f Bump version from 0.3.6 to 0.3.7 2026-05-10 18:22:23 +02:00
silveroxides 21c0972a5b Refine LoRA extraction to output accurate layer formats across the board and add experimental new DARE+Ties merge operation variant 2026-05-10 18:21:54 +02:00
silveroxides 3bcd2bf3f8 Bump version from 0.3.5 to 0.3.6 2026-05-09 03:09:30 +02:00
silveroxides 29f03fe979 Add new 'enhanced' PowerUp/DARE-Ties merge modes 2026-05-09 03:08:57 +02:00
silveroxides 2e6eec7f63 Bump version from 0.3.4 to 0.3.5 2026-05-02 19:25:55 +02:00
silveroxides 2e0f79a396 handle Anima net. layer prefix 2026-05-02 19:25:20 +02:00
silveroxides 9f5d894320 Bump version from 0.3.3 to 0.3.4 2026-04-29 13:26:32 +02:00
silveroxides 10d0547e05 bump unifiedefficientloader requirement 2026-04-29 12:39:20 +02:00
silveroxides d2adfb3183 Bump version from 0.3.2 to 0.3.3 2026-04-27 11:49:18 +02:00
silveroxides 8fbbe8a5ae refactor to use only unifiedefficientloader and fix header loading 2026-04-27 11:48:53 +02:00
silveroxides 308d839ce3 Bump version from 0.3.1 to 0.3.2 2026-04-26 20:21:39 +02:00
silveroxides 7f6e2c4300 Add DARE+TIES Merge mode 2026-04-26 20:21:13 +02:00
silveroxides a8098b769e Bump version from 0.3.0 to 0.3.1 2026-04-26 13:23:17 +02:00
silveroxides ff1706a320 make merger go brrrrr 2026-04-26 12:41:19 +02:00
silveroxides 6dd89d4bbc Bump version to 0.3.0 2026-04-25 22:11:07 +02:00
silveroxides 4a2faa5a8e Add incremental saving when merging 2026-04-25 22:09:24 +02:00
silveroxides bb787378fe add usage of unifiedefficientloader module 2026-04-25 19:06:50 +02:00
Silver 95393aea13 Merge pull request #10 from silveroxides/feature/preview-meta-wf-loader 
Feature/preview meta wf loader
 2026-04-25 19:05:51 +02:00
silveroxides 0a82e071b8 fix NodeOutput issue 2026-04-08 17:50:10 +02:00
silveroxides dc43040562 Rename downloader nodes and add nodes for displaying previews, metadata of model and workflows extracted from images/videos 2026-04-08 16:46:35 +02:00
silveroxides 39380f533d Remove subprocess, use av. More info in status output from Downloader nodes 2026-04-08 16:28:45 +02:00
silveroxides 2ac0d46935 Add progress bar 2026-04-08 15:43:05 +02:00
silveroxides 378c327406 Add subdirectory selector 2026-04-08 15:31:42 +02:00
silveroxides 4076c14cb5 Add requirements.txt entries 2026-04-08 15:16:16 +02:00
silveroxides c4c967172b Add Model preview/example image/video downloading, model hashing, preview/example workflow extraction from images and videos followed by compression of images to save storage, saving of hash database and much more 2026-04-08 15:04:24 +02:00
Silver 095ac89164 Bump version to 0.2.9 2026-03-07 19:10:13 +01:00
Silver 2d477767d6 Merge pull request #9 from silveroxides/fix/loading-fixes 
Fix models getting stuck in memory when merging
 2026-03-07 19:09:32 +01:00
silveroxides 4d49477f58 Fix models getting stuck in memory when merging 2026-03-07 16:32:43 +01:00
Silver 6c4d505d84 Bump version from 0.2.7 to 0.2.8 2026-02-24 17:41:25 +01:00
Silver 1e53a87427 Merge pull request #8 from silveroxides/feature/expand-lora-functionality 
expand on functionality and reduce restrictions when extracting LoRA
 2026-02-24 17:40:47 +01:00
silveroxides b497022c3c expand on functionality and reduce restrictions when extracting LoRA 2026-02-24 17:39:48 +01:00
Silver 5df8c6711a Merge pull request #7 from silveroxides/fix/loading-imporovements 
improve memory efficiency
 2026-02-12 08:07:39 +01:00
Silver f4cecdc49b Merge branch 'main' into fix/loading-imporovements 2026-02-12 08:07:31 +01:00
Silver 8b34d57003 Merge pull request #6 from silveroxides/patch/lora-changes 
changes to LoRAs
 2026-02-12 08:05:19 +01:00
silveroxides 9f8b337584 changes to LoRAs 2026-02-07 16:02:40 +01:00
silveroxides 0d011d1232 improve memory efficiency 2026-02-07 16:01:00 +01:00
silveroxides 6a119e63f5 Bump version from 0.2.6 to 0.2.7 2026-01-23 19:21:02 +01:00
silveroxides 4097326a82 Add pad/crop for mismatched tensors and interpolation mode for weight redistribution across rank 2026-01-23 19:04:51 +01:00
silveroxides 31eee604de Bump version from 0.2.5 to 0.2.6 2026-01-23 18:54:09 +01:00
silveroxides 2bfecf9c2d Fix resize_tensors to handle cases where model B is larger than model A 2026-01-23 18:53:40 +01:00
silveroxides 1ba0932d6b Bump version from 0.2.4 to 0.2.5 2026-01-23 18:42:23 +01:00
silveroxides b1ec55ff42 improve and correct merger operations based on papers 2026-01-23 18:41:35 +01:00
silveroxides 8deb4fd739 perf: Add low_memory mode to reduce RAM usage in LoRA merge 
- MemoryEfficientSafeOpen now supports low_memory=True which disables mmap
- Uses direct file reads with readinto() to avoid OS page caching
- _deserialize_tensor avoids bytearray copy when input is already bytearray
- merge_loras_to_model now uses low_memory=True for base model

This should reduce peak RAM from 2x model size to 1x + overhead
 2026-01-15 03:13:51 +01:00
silveroxides e9f7cda706 fix: Free cpu_base after storing to avoid duplicate RAM usage 2026-01-15 02:51:17 +01:00
silveroxides cffb92aa06 fix: Add HuggingFace LoRA format support (.lora.down.weight/.lora.up.weight) 
- Add detection for HuggingFace format in detect_lora_format()
- Strip trailing .lora suffix in extract_core_layer_lora() for proper key matching
- Applied fix to resize_lora_via_base, merge_multi_loras_via_base, and merge_loras_to_model
 2026-01-15 02:43:42 +01:00
silveroxides ce8c6aab97 feat: Add LoRAMergeToModel node for merging LoRAs directly into model 
- New merge_loras_to_model() function that merges LoRAs into base model
  weights and saves the result without extraction
- New LoRAMergeToModel node with simplified inputs (no extraction params)
- Outputs merged model to the base model's directory
 2026-01-15 02:30:51 +01:00
silveroxides 6f3fd0900f add support for full diff LoRA in multi LoRA merge 2026-01-12 02:36:56 +01:00
Silver eaed2003a0 Bump version from 0.2.3 to 0.2.4 2026-01-12 01:23:09 +01:00
Silver 78192c594a Merge pull request #5 from silveroxides/feature/resize-with-base 
add new LoRA features and up to 4 way LoRA resize+merge node.
 2026-01-12 01:22:46 +01:00