Commit Graph

30 Commits

Author SHA1 Message Date
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
683fe8afc0 Stability improvements to model offloading. Added D-OPSD bleed loss as well. 2026-08-29 11:23:47 -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
520d96aac3 Phase 2 2026-08-27 18:18:31 -06:00
Jaret Burkett
e8d9cf6d35 Models v2 - phase 0 2026-08-27 10:51:43 -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
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
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
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