Will Lin and Claude Fable 5
d6ed0e54da
[bugfix]: restore pipeline-class override short-circuit and dedup kandinsky5 detectors
...
get_model_info again skips model_index.json resolution entirely when
override_pipeline_cls_name is set, so overrides keep working for local
checkpoints without a diffusers model_index (and trigger no downloads).
Replace the nine copy-pasted kandinsky5 detectors with a parameterized
factory (identical matching semantics) and add a dedicated I2V Lite distilled
entry + preset so those checkpoints get distilled sampling defaults
(guidance 1.0 / 16 steps) instead of the sft fallback's 5.0 / 50.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-07-05 14:58:12 -07:00
Will Lin and Claude Fable 5
6ce4993ab7
[bugfix]: kandinsky5 stages: official rng order, attn metadata, tensor resize, decode dedup
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Match the official kandinskylab/kandinsky-5 RNG order for I2V seed parity:
image encoding now runs after latent preparation and places the conditioning
latent itself, so the initial noise is the seeded generator's first draw
(upstream leaves the image-latent sample unseeded; drawing it second from the
same generator keeps FastVideo deterministic). The denoising stage now sets
the forward context with NABLA attention metadata per step — which also
routes the dense path through LocalAttention instead of the no-context SDPA
fallback. Resize tensor conditioning images to the requested resolution like
the PIL path. Collapse Kandinsky5DecodingStage to a channels-first permute +
super().forward(), regaining the base class's MPS handling.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
2026-07-05 14:58:12 -07:00
Aryan Kumar
260b326d8b
[bugfix]: address kandinsky5 i2v review feedback
2026-07-05 14:58:12 -07:00
leffff
562b951208
[feat] add support for Kandinsky 5 Pro, Lite I2V
2026-07-05 14:58:12 -07:00
leffff
313c2985f0
[feat] add support for Kandinsky5 I2V
2026-07-05 14:58:12 -07:00
leffff
b3b3858c02
[misc] add skeleton for Kandinsky5 I2V pipeline
2026-07-05 14:58:12 -07:00
Aryan Kumar
0ce6dc928f
[feat]: add kandinsky5 pipeline support
2026-07-05 14:58:12 -07:00
William Lin
1d15d974fa
[misc]: cleanup outdated or unneeded agent infrastructure ( #1504 )
2026-06-27 19:37:49 -07:00
Aryan Kumar and Aryan Kumar
7f539424cb
[feat]: add Lucy Edit inference scaffold ( #1363 )
...
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-06-09 15:21:43 -07:00
d922ab2cbc
[model] Flux2 Klein Port ( #1349 )
...
Co-authored-by: Gnav3852 <63612880+Gnav3852@users.noreply.github.com >
Co-authored-by: Mac Lee <macthecadillac@gmail.com >
2026-06-09 14:55:55 -07:00
alexzms
84214c80bb
[feat] LTX-2.3 audio: BWE vocoder path ( #1398 )
2026-05-29 16:43:26 -07:00
alexzms and mergify[bot]
c2d7143c72
[feat] LTX-2.3 transformer support (config-gated extension of LTX-2) ( #1397 )
...
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-29 16:42:37 -07:00
Kaiqin Kong and SolitaryThinker
afdb6fbfa5
[feat] Add MatrixGame3.0 ( #1201 )
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Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
2026-05-27 21:07:01 +00:00
Kaiqin Kong and mergify[bot]
773d44b875
[misc] Rename MatrixGame to MatrixGame2 ( #1357 )
...
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-17 22:57:03 -07:00
b4de5a9f1b
[feat] Dreamverse 12/14: Add LTX2 refine and upsampler support ( #1335 )
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Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
Co-authored-by: Matthew Noto <99706358+RandNMR73@users.noreply.github.com >
Co-authored-by: XOR-op <17672363+XOR-op@users.noreply.github.com >
Co-authored-by: Zhang Peiyuan <42993249+jzhang38@users.noreply.github.com >
2026-05-15 12:21:40 -07:00
William Lin
c5088670c8
[misc]: empty __init__.py files with no logic ( #1346 )
2026-05-13 13:09:40 -07:00
William Lin
acea9d23e1
[docs]: MagiHuman provenance - AGENTS.md, JOURNAL.md, lessons (6/8) ( #1300 )
2026-05-12 15:40:47 -07:00
William Lin
b7a448cf5b
[feat]: MagiHuman pipeline orchestrator + 10-test parity battery (5/8) ( #1299 )
2026-05-12 15:12:54 -07:00
William Lin
424c643b6e
[feat]: MagiHuman pipeline stages (4/8) ( #1298 )
2026-05-12 14:59:21 -07:00
Mook and SolitaryThinker
c17d33bf33
[ci] Replace flaky LTX-2 pixel SSIM with latent-slice cosine regression ( #1253 )
...
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
2026-05-05 03:36:58 -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
alexzms
d14d5aadea
[feat] Cosmos 2.5 training support in fastvideo.train ( #1224 )
2026-05-01 01:15:02 +00:00
William Lin
e0dc5f2b0c
[feat] Add typed LTX-2 continuation state and streaming session store ( #1250 )
2026-04-24 01:28:07 -07:00
William Lin
70ee5d230c
[feat] [6/n] Improve API: LTX-2 public preset + asset wiring + gpu_pool translation ( #1239 )
2026-04-23 11:36:45 -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
vishruthb
5789955bbe
[feat] add gen3c (cosmos-7b) model and pipeline support ( #1059 )
2026-04-01 11:42:02 +00:00
alexzms
14261bc98c
[feat] pre-commit support 120 col num ( #1167 )
2026-03-11 20:19:30 -07:00
alexzms and Peiyuan Zhang
bc27a032c5
[feat] Refactor training framework into fastvideo/train ( #1159 )
...
Co-authored-by: Peiyuan Zhang <a1286225768@gmail.com >
2026-03-09 15:16:42 -07:00
alexzms
2b13e117f0
[Feat] Add causal Wan pipeline with multi-step denoising ( #1161 )
2026-03-08 13:32:04 -07:00
Zhang Peiyuan
03d9ce2edb
[Misc] Remove StepVideo ( #1118 )
2026-02-21 17:15:42 -08:00
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
Kaiqin Kong
31c0f1b341
[feat] Port LingBot-World-Base (Cam) ( #1081 )
2026-02-10 11:12:33 -08:00
Ishan and Jinzhe 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
Wei Zhou
98308db7e0
[Feature] [Hy1.5] Support HY1.5 super-resolution pipeline for 1080p videos ( #1046 )
2026-02-05 16:39:20 -08:00
Shao Duan
d750b463dc
Added Sequence Parallelism for LTX-2 Distilled ( #1036 )
2026-02-04 15:25:30 -08:00
KyleShao and Will 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
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 Duan and Will 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
Loay Rashid
e7748d9952
[feat] add Turbodiffusion I2V pipeline ( #984 )
2026-01-05 15:41:23 -06:00
Shao Duan
d6ddcea682
Add LongCat-Video I2V and Video Continuation (Base, Distillation and Refinement) Support to FastVideo ( #953 )
2026-01-04 22:20:09 -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
alexzms and Shao Duan
8f1e6c3336
Add LongCat T2V (Base, Distillation and Refinement) Support to FastVideo ( #883 )
...
Co-authored-by: Shao Duan <shaoxiongduan@gmail.com >
2025-12-23 01:11:18 -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
William Lin
3ff640b2e6
[bigfix] [distillation] Fix DMD inference pipeline noise initialization shape ( #921 )
2025-12-08 13:00:48 -08:00
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
