Commit Graph

474 Commits

Author SHA1 Message Date
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
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
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
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
151ad0e959 Adjust MiniMah h3 sizing for videos to downscale to match 2026-08-15 07:50:42 -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
97bf49edad Add support for video references in MiniMax H3 ref2va 2026-08-15 06:18:09 -06:00
Jaret Burkett
6ea281973d Add support for MiniMax H3 Ref2Vid training 2026-08-13 12:36:03 -06:00
Jaret Burkett
ab18528fdb Let omni captioner handle just images as well. Set it as the new default captioner. 2026-08-13 10:30:17 -06:00
Jaret Burkett
4e91fb2d0a Add thinking and abliterated versions of qwen omni. 2026-08-13 08:56:31 -06:00
Jaret Burkett
6c88e3d138 Add layer offloading to omni captioner 2026-08-13 07:21:54 -06:00
Jaret Burkett
ca42a72f4c Fixed issue with flash attention on omni captioner 2026-08-12 21:14:23 -06:00
Jaret Burkett
7f9a142dfd Generate thumbnails for dataset items so things load faster and the ui is more stable. Especially good for videos. 2026-08-12 20:33:42 -06:00
Jaret Burkett
175cc1e151 Add Qwen 3 Omni for captioning videos with sound. 2026-08-12 19:57:01 -06:00
Jaret Burkett
4b00b61257 When doing an audio loss, show the img and audio loss in the loss log 2026-08-12 18:58:54 -06:00
Jaret Burkett
a1ddeeef13 Fixed issue with offloading text encoder on ltx 2.5 2026-08-12 10:46:58 -06:00
Jaret Burkett
cbf910ac02 Add support for LTX 2.5 2026-08-12 05:50:30 -06:00
Jaret Burkett
924c426675 Resolve the new ltx 2.5 path subfolder for ltx 2.5. Sill checking compatability. 2026-08-11 13:30:17 -06:00
Jaret Burkett
21dc65972d Only add a blank control if the model has to have it, for unconditionals. Previously it always encoded a blank control on unconditional if the model could take one. Affects DOP and blank prompt preservations. 2026-08-11 08:25:23 -06:00
Jaret Burkett
8d4beedd04 Move guidance loss target selection when given a range before preservation so it is avaliable during preservation. 2026-08-11 06:57:33 -06:00
Jaret Burkett
257da9b586 Rework DOP so it works with caching text embeddings 2026-08-09 22:13:49 -06:00
Jaret Burkett
f4e9130547 Fix race condition that can corrupt grads under certain conditions. 2026-08-07 14:52:47 -06:00
Jaret Burkett
817f3dcbcb Fix finite check on inverted masked prior 2026-08-07 09:49:12 -06:00
Jaret Burkett
685ce37a8d Adjust sample timestep sigmas to be model evals for h3 for 1 extra step 2026-08-06 19:54:04 -06:00
Jaret Burkett
b811636ae4 Check for finite vs isnan on loss before backpropigating. to catch infinity overflows 2026-08-06 09:18:56 -06:00
Jaret Burkett
edacd406b3 Handle minimax loading of non pruned model 2026-08-06 09:18:00 -06:00
Jaret Burkett
7309db4d74 Fix layer offloaded adaln projection layer move 2026-08-06 08:10:20 -06:00
Jaret Burkett
139a38f5bd Upcast adaln pruned layers to fp32 on h3 to prevent overflow. 2026-08-06 07:51:15 -06:00
Jaret Burkett
1e1418b22c Apply sigma to contrastive guidance to balance loss better. Prevent noise grads on images/non audio datasets. Prep for training adapters on MiniMax H3 2026-08-05 13:27:12 -06:00
Jaret Burkett
3afa270ab5 Fix audio losses for DOP and other preservation losses 2026-08-04 22:08:48 -06:00
Jaret Burkett
0f9094db95 Fix audio loss when doing do_guidance_loss 2026-08-04 21:43:31 -06:00
Jaret Burkett
d20a17c10e Limit max tokens to 512. Allow override with model kwargs. 2026-08-04 07:55:21 -06:00
Jaret Burkett
602306da77 Add gradient checkpointing to vae 2026-08-04 07:54:51 -06:00
Jaret Burkett
546eb7daff Look for existing models in folders recursivly 2026-08-03 15:39:55 -06:00
Jaret Burkett
d3a3f70a2a Speed up quantization processing on H3 2026-08-03 15:21:39 -06:00
Jaret Burkett
88ac27fc8f Handle images with MiniMax H3. 2026-08-03 11:58:44 -06:00
Jaret Burkett
bf739ff966 Fix issue with layer offloading with MinMax H3 2026-08-03 11:32:36 -06:00
Jaret Burkett
8502a845b1 Add support for MiniMax H3 T2V and I2V training 2026-08-03 10:17:39 -06:00
Jaret Burkett
aa762103b3 Add build support for Nvidia Spark 2026-07-28 12:27:51 -06:00
Jaret Burkett
461e798708 Rework windows start and stop methods so that command windows dont appear. Stop with signal since we cannot signint. 2026-07-27 17:43:01 -06:00
Jaret Burkett
fb204b7677 Fixed for DFEs with pixelspace and video models 2026-07-27 11:12:02 -06:00
Jaret Burkett
92bdb6e473 Add support for Mage-Flow and Mage-Flow Edit 2026-07-25 11:34:20 -06:00
Jaret Burkett
e8573dad34 Fix trailing progress bar print when stopping a job in the ui 2026-07-22 10:11:08 -06:00
Jaret Burkett
479c72ada2 Add replacing triggers on prompts when caching text encoder 2026-07-19 09:03:05 -06:00