Jaret Burkett
90515c5396
Fix issue where we gave the wrong dtype hidden states
2026-09-03 08:43:15 -06:00
Jaret Burkett
ead3738773
Fixed connection cap for SSE in the ui
2026-09-02 17:08:12 -06:00
Jaret Burkett
ecb2bfbe5e
Fixed issue where some unmanaged modules could be lefs on cpu
2026-09-02 09:22:39 -06:00
Jaret Burkett
9d6a9a0803
Fixed embedding scale for offloading for ltx 2.3. Was a new bug added today.
2026-08-31 15:53:58 -06:00
Jaret Burkett
6940ebf533
Skip files where caching fails in a dataset instead of crashing.
2026-08-30 16:49:12 -06:00
Jaret Burkett
e98109f213
Version bump
2026-08-30 11:02:22 -06:00
Jaret Burkett
74ed5fddb0
Fix issue with ltx caching
2026-08-30 11:01:52 -06:00
Jaret Burkett
764b5064fb
Migrate to a new DTO for latents to carry more information that a normal tensor such as audio.
2026-08-30 10:30:21 -06:00
Jaret Burkett
2a69c1e7de
Add initial support for Minimax H3 VSA sparse attention
2026-08-30 08:24:43 -06:00
Jaret Burkett
be995185f5
Fixed issue with offloading with new model loader on nvfp4 weights.
2026-08-29 12:01:40 -06:00
Jaret Burkett
7380476b9c
Version bump
2026-08-29 11:24:16 -06:00
Jaret Burkett
683fe8afc0
Stability improvements to model offloading. Added D-OPSD bleed loss as well.
2026-08-29 11:23:47 -06:00
Jaret Burkett (Ostris)
64a20f51a6
Merge pull request #1025 from ostris/models/v2
...
Reworked the entire model loading to make everything testable, hot swappable, and uniform.
2026-08-29 09:06:19 -06:00
Jaret Burkett
bb55d38958
Version bump
2026-08-29 08:58:15 -06:00
Jaret Burkett
7195abc32b
Performance fixes and bug fixes
2026-08-28 22:21:09 -06:00
Jaret Burkett
5ddc5f8ca7
Optimize quantization path
2026-08-28 11:47:29 -06:00
hitoshic1982
5fc8fd76de
Fix cache_text_encoder device preset missing in BaseModel
...
BaseModel.set_device_state_preset() has no branch for the
'cache_text_encoder' preset, so when TextEmbeddingCachingMixin calls
set_device_state_preset('cache_text_encoder') the active_modules list
stays empty and the text encoder is placed on CPU. With
cache_text_embeddings enabled on a BaseModel arch (e.g. chroma), every
caption is then encoded on CPU — with a quantized T5-XXL this took
~6.5 minutes per caption (~21 hours for a 205-image dataset) while the
GPU sat idle. StableDiffusion.set_device_state_preset() already has
this branch; this adds the same two lines to BaseModel.
2026-08-29 01:37:39 +08:00
Jaret Burkett
ce3df32101
Fix speed on wan conv patch
2026-08-28 10:54:26 -06:00
Jaret Burkett
92df289931
Fix quantization issues
2026-08-28 10:48:34 -06:00
Jaret Burkett
85a6880643
Move the offload and quantization to the base model
2026-08-28 08:37:56 -06:00
Jaret Burkett
702254688d
Added legacy paths
2026-08-28 07:55:19 -06:00
Jaret Burkett
c3bc8b0b4e
Full test of ui arch compatability
2026-08-28 06:56:05 -06:00
Jaret Burkett
520d96aac3
Phase 2
2026-08-27 18:18:31 -06:00
Jaret Burkett
45886f01b2
Phase 2
2026-08-27 16:16:35 -06:00
Jaret Burkett
9113420b61
Phase 2
2026-08-27 15:37:13 -06:00
Jaret Burkett
9ed2e0b8e7
Test model loading
2026-08-27 14:31:53 -06:00
Jaret Burkett
8db198ec0a
Phase 1
2026-08-27 11:53:08 -06:00
Jaret Burkett
e8d9cf6d35
Models v2 - phase 0
2026-08-27 10:51:43 -06:00
Jaret Burkett
5497a001cb
Fix issue where errors on qwen image omni were not being fully surfaced.
2026-08-26 20:54:24 -06:00
Jaret Burkett
da79ebce99
Add D-OPSD as a distillation handeling option for MiniMax H3 ref2va
2026-08-26 11:06:33 -06:00
Jaret Burkett
8a912564ce
Fix video DOP methods
2026-08-26 10:05:14 -06:00
Jaret Burkett
8436c407f6
Add ability to delete the loss logs from a selected range on the loss graph
2026-08-23 09:57:47 -06:00
Jaret Burkett
27a03a91f2
Rework progress bar and ui speed string so it gets the same value at a more accurate and snappier wall clock time
2026-08-21 13:31:02 -06:00
Jaret Burkett
b96476a841
Allow overriding the batch size on a per dataset level
2026-08-21 12:56:04 -06:00
Jaret Burkett
89102f76dc
Allow user to pick if reference images are sent in the image or video reference stream for Hidream H3 ref2va
2026-08-19 13:32:06 -06:00
Jaret Burkett
afd1d92722
Fix issue with double sampling qwen vl video frames for hidream h3 for reference videos
2026-08-17 15:39:07 -06:00
Jaret Burkett
42dfe9c661
Improve video frame reader
2026-08-16 10:21:11 -06:00
Jaret Burkett
b982a03ae4
Add training adapter for MiniMax H3 ref2va and default to contrastive loss with adapter
2026-08-16 09:11:07 -06:00
Jaret Burkett
2042481914
On MiniMax H3 set the default to use both contrastive guidance and the training adapter as it is yielding better results than one or the other.
2026-08-16 08:43:31 -06:00
Jaret Burkett
61310c6397
Inprove cpu data acuisition on backend
2026-08-16 08:42:36 -06:00
Jaret Burkett
2cbc2bb097
On minimax h3, trim cached text embeddings to max tokens if they are longer than specified
2026-08-16 08:42:01 -06:00
Jaret Burkett
0f788923ae
Animate action bar so starting a job has a 'working' indicator.
2026-08-15 10:33:40 -06:00
Jaret Burkett
e6cffbc002
Adjust encoded paths so filenames resolve as a basename properly when downloading with things like wget.
2026-08-15 08:56:55 -06:00
Jaret Burkett
151ad0e959
Adjust MiniMah h3 sizing for videos to downscale to match
2026-08-15 07:50:42 -06:00
Jaret Burkett
70b1089359
Version bump
2026-08-15 07:14:13 -06:00
Jaret Burkett
127d6f626d
Rework img/video reference in Minimax H3 to more closely match the comfy ui implementation.
2026-08-15 07:13:54 -06:00
Jaret Burkett
f1faa7725b
version bump
2026-08-15 06:20:32 -06:00
Jaret Burkett
97bf49edad
Add support for video references in MiniMax H3 ref2va
2026-08-15 06:18:09 -06:00
Jaret Burkett
4900e5e866
Version bump
2026-08-14 19:54:51 -06:00
Jaret Burkett
5f53ecde54
Make the viewer thumbnails pul the thumbs
2026-08-14 18:14:12 -06:00
Jaret Burkett
hitoshic1982