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55 Commits
Author SHA1 Message Date
SolitaryThinker e7d6c40860 [feat] Port daVinci-MagiHuman base model with AV output 
Ports GAIR-NLP/daVinci-MagiHuman's 15B-param joint-AV DiT into FastVideo:
text + video + audio joint denoise in one flat token stream, 32-step
FlowUniPC w/ CFG=2, Wan 2.2 TI2V-5B video VAE, Stable Audio Open 1.0
audio VAE (first-class port at fastvideo/models/vaes/oobleck.py, no
runtime diffusers import), T5-Gemma 9B UL2 text encoder, auto-muxed
mp4 with h264 video + aac stereo audio.

Parity tests all pass on converted weights: DiT (diff_median=2.6e-3),
text encoder (exact), video VAE (8e-4), audio VAE (exact), pipeline
latent (5e-2).

See .agents/skills/add-model/REVIEW.md for porting procedure + open
review items.
 2026-05-05 10:55:49 -07:00
William Lin 140bd1a6cf [misc]: standardize install instructions on uv pip install (#1279) 2026-05-02 12:45:50 -07:00
William Lin c77a76c6af [feat] Stable Audio Open 1.0: T2A + A2A + RePaint inpainting (native) (#1260) 2026-05-01 00:07:11 -07:00
William Lin 145a3f166b [feat] [4/n] Improve API: refactor sampling param and merge with presets (#1234) 2026-04-16 14:10:02 -07:00
William Lin c591d6d2a6 [feat] [2/n] Improve API: add initial support in video_generator (#1220) 2026-04-06 10:33:54 -07:00
vishruthb 5789955bbe [feat] add gen3c (cosmos-7b) model and pipeline support (#1059) 2026-04-01 11:42:02 +00:00
Zhang Peiyuan cd1b7cf139 [Refactor] SP Mask --> original seq len; HunyuanVideo 1.5 does not need mask (#1142) 2026-03-04 11:44:47 +08:00
Zhang PeiyuanRandNMR73JerryZhou54Davids048Peiyuan Zhang
 		10fc92dba5 Upstream LTX2 Training (#1116) 
Co-authored-by: RandNMR73 <notomatthew31@gmail.com>
Co-authored-by: JerryZhou54 <zhouw.jerry2017@outlook.com>
Co-authored-by: Davids048 <jundasu@ucsd.edu>
Co-authored-by: Peiyuan Zhang <a1286225768@slurm-h200-204-239.slurm-compute.tenant-slurm.svc.cluster.local>
 2026-02-21 16:06:55 -08:00
IshanIshan VaishCursor
 		8e39ce38c9 [Feat] Native dit implementation for SD3.5 (#1093) 
Co-authored-by: Ishan Vaish <vaish.ishan@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-02-18 10:19:40 +08:00
Mihir Jagtap 7a83e0e6fc [feature] Add Hunyuan-GameCraft model support (#1071) 2026-02-14 08:07:44 +08:00
Shao DuanandWill Lin 7f795600c8 [bugfix] Fixed ltx2 base cfg guidance (#1095) 
Co-authored-by: Will Lin <wlsaidhi@gmail.com>
 2026-02-13 11:53:11 -08:00
Kaiqin Kong 31c0f1b341 [feat] Port LingBot-World-Base (Cam) (#1081) 2026-02-10 11:12:33 -08:00
William Lin 4bee0fa199 [misc] cleanup assets/ and demo/ (#1091) 2026-02-10 02:26:09 -08:00
Junda (David) SuDavids048Will Lin
 		530e6b8363 [Model] LTX 2 Base (#1064) 
Co-authored-by: Davids048 <jundasu@ucsd.edu>
Co-authored-by: Will Lin <wlsaidhi@gmail.com>
 2026-02-10 01:11:17 -08:00
IshanandJinzhe Pan 0aff68f51d [Feat] Add Stable Diffusion 3.5 (#1075) 
Co-authored-by: Jinzhe Pan <eigensystem1318@gmail.com>
 2026-02-10 14:31:36 +08:00
Junda (David) SuDavids048Matthew Noto
 		ad58f802f3 [Feat] Port LTX2 trainer (#1074) 
Co-authored-by: Davids048 <jundasu@ucsd.edu>
Co-authored-by: Matthew Noto <99706358+RandNMR73@users.noreply.github.com>
 2026-02-09 17:32:57 -08:00
Wei Zhou 98308db7e0 [Feature] [Hy1.5] Support HY1.5 super-resolution pipeline for 1080p videos (#1046) 2026-02-05 16:39:20 -08:00
Mingjia Huo aae48a7e90 [feat] HYworld VAE with cache (#1057) 2026-02-05 04:18:17 -08:00
KyleShaoandWill Lin e10b26a3d8 [feat] Add Cosmos 2.5 I2W/V2W support (staged pipeline + examples) (#1021) 
Co-authored-by: Will Lin <wlsaidhi@gmail.com>
 2026-02-04 14:19:30 -08:00
Kaiqin Kong 0c6862ca55 [feature] Add Matrix Game 2.0 training (#1017) 
The CI tests are quite unstable, but since multiple CI tests indicates that each individual tests are passed, I think we can merge this.
 2026-01-26 19:21:43 -08:00
Mingjia Huo 59e00f6164 [feat] Add HY-World1.5-Bidirectional-480P-I2V (#1027) 
VAE requires further improvement, will raise PR in near future.
 2026-01-23 14:18:04 -08:00
Shao DuanandWill Lin 029216029f Added LTX-2 Distilled T2V Generation (#1016) 
Co-authored-by: Will Lin <wlsaidhi@gmail.com>
 2026-01-21 14:11:39 -08:00
KyleShao dbddfab6d2 [feat] Introduce Cosmos 2.5 Text2World pipeline (#974) 2026-01-15 15:09:05 -08:00
XOR-op b7f69c2c1d [feat!] Disable FSDP inference by default (#1001) 2026-01-13 14:20:05 -08:00
Loay Rashidgemini-code-assist[bot]Will Lin
 		f4704847c2 [bugfix] Add configs for TurboDiffusion T2V/I2V models (#993) 
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Will Lin <wlsaidhi@gmail.com>
 2026-01-06 16:36:45 -06:00
Shao Duan d6651afd2e [examples] Added longcat-video python api examples (#994) 2026-01-06 15:03:42 -06:00
William Lin 2f0a2b3c57 [misc] add pin_cpu_memory false for RTX 4090 (#990) 2026-01-05 15:45:35 -06:00
Loay Rashid e7748d9952 [feat] add Turbodiffusion I2V pipeline (#984) 2026-01-05 15:41:23 -06:00
Kaiqin Kong 581e8115fe [feat] support Matrix-Game 2.0 streaming generation (#957) 2026-01-02 19:14:38 -06:00
Loay Rashid dea69cf651 [New Model] Turbodiffusion (#971) 2026-01-02 17:55:56 -06:00
Wei Zhou 1f70032af5 [New Model] Hunyuan1.5 (#943) 2025-12-21 00:57:52 -06:00
Kaiqin Kong 8fe1689968 [feat] Add Matrix-Game 2.0 (#938) 2025-12-20 14:09:12 -06:00
Loay Rashid e53730f324 [docs] Minor Fixes (#942) 2025-12-19 16:48:16 -06:00
Wei Zhou bef8169bb1 [Feat] [I2V] resize all image sizes to below 480*832 (#890) 2025-11-20 00:08:36 -08:00
Wei ZhouRandNMR73SolitaryThinker
 		e3b4564d5a [feat] Add inference for MoE SF (#880) 
Co-authored-by: RandNMR73 <notomatthew31@gmail.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2025-11-19 13:16:24 -08:00
William Lin 62b95d8287 [feat] prepare for wan2.2 SF (#861) 2025-11-04 18:06:48 -08:00
Jinzhe PanandXingyu Long f4c58894d9 [Feat] add ray support (#838) 
Co-authored-by: Xingyu Long <xingyulong97@gmail.com>
 2025-10-16 23:17:54 -07:00
Jiali Chen 404314d00f [Feature]Add video-to-video (V2V) pipeline (#829) 2025-10-12 21:53:05 -07:00
Wei ZhouandSolitaryThinker 359151d9a0 [Feature] Add wan2.2 5b i2v (#760) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2025-08-28 18:15:59 -07:00
Wei ZhouandSolitaryThinker ce67cd3729 [Feat] Support Self-Forcing's Causal Inference for Wan2.1 T2V 1.3B (#766) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2025-08-28 16:47:49 -07:00
Wenxuan Tan 5357f63327 Fix LoRA load from training checkpoint (#719) 2025-08-09 20:46:00 -05:00
Wei ZhouandSolitaryThinker c41305ad18 [Feat] Add Wan2.2 14B MoE (#688) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2025-08-06 20:31:03 -07:00
Wei Zhou 3b1b54a74d Modify args to make sure the scripts are runnable on 4090 (#671) 2025-07-30 14:55:08 -07:00
Zhang Peiyuan cbc3a6bb9d [Feat] Support VSA with any resolution. (#650) 2025-07-28 20:14:40 -07:00
William Lin 81c9df629c [core] Add offloading for vae and image encoder and rename offloading args (#643) 2025-07-25 17:55:03 -07:00
William Lin f572319bd9 [Feature] Remove V1 folder (#642) 2025-07-24 22:43:12 -07:00
Yongqi ChenandSolitaryThinker 4264a80ca9 [Feature] Add DMD inference pipeline (#637) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2025-07-24 21:00:47 -07:00
RandNMR73 b79d1fc15b video gen working on apple silicon (addressed issues from prior pr) (#595) 2025-07-15 22:04:27 -07:00
Wenxuan Tan ed1e8d6bad [Feature] Offload all text encoders by default (#594) 2025-07-03 19:30:14 -05:00
William Lin 5f938b5844 [Revert] "[Feature] Load weights from distributed" (#571) 2025-06-28 20:55:14 -05:00