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ltx25-integration
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77 Commits
Author SHA1 Message Date
SolitaryThinker 825c6365e0 bundle variant -> preset resolution, pipeline pin, and LTX-2.5 examples 
A bundle's training variant (header-declared `variant`, filename token as
fallback) now selects its sampling preset: distilled -> ltx2_distilled
(8 steps, cfg 1.0, distilled sigmas engage at <=8 steps), sft/base ->
ltx2_base. The bundle table also pins the pipeline class, so
VideoGenerator.from_pretrained(<bundle>) resolves without an override.
Adds basic_ltx2_5{,_distilled}.py examples (--model-path takes the FILE,
--gemma-root declares the paired encoder root), a README section, and CPU
tests for variant/preset resolution, table integrity, and the examples.
 2026-08-11 17:03:42 -07:00
Kai 0653f8f3af [new-model] Add V2A: native MMAudio inference pipeline (#1622) 2026-08-09 17:29:27 -07:00
Shao Duan 541ef014ee [perf] MiniMax-H3: rank-reduced AdaLN pruned model option (-39% params, -23 GiB VRAM) (#1699) 2026-08-09 12:31:57 -07:00
William Lin 9028953625 [misc] yapf pass under CI's interpreter (3.12) + pin hook language_version (#1702) 2026-08-08 22:24:17 -07:00
William Lin 15568f27db [perf]: H3 torch.compile + CUDA graphs (1.2-1.3x) with denoising step marking (#1689) 2026-08-06 16:23:33 -07:00
Kaiqin Kong e8b0e4c61e [feat] Add MiniMax H3 (#1674) 2026-08-04 13:54:39 -07:00
William Lin af2934dd6b [feat]: FA4-FP4 ATTN_QAT_INFER on sm_100/sm_103 + NVFP4 weight purge (#1647) 2026-07-27 15:46:52 -07:00
Junda Su 755a4e4470 [new-model] Add LingBot-Video Dense and MoE/refiner T2V inference (#1595) 2026-07-18 20:18:16 -07:00
Junda Su d4bdd3621a [new-model] Port LingBot-World-v2 (#1579) 2026-07-16 19:51:53 -07:00
Raghav KMrinaal DograSolitaryThinker
 		6966f9e0bc [fix] Z-Image (#1236) draft port: rebase + strict-load contract + bf16 encoder parity + PORT_STATUS (#1339) 
Co-authored-by: Mrinaal Dogra <mdogra@ucsd.edu>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-07-16 18:18:25 -07:00
Raghav KIshan VaishClaude Opus 4.8
 		b063f8ca41 [feat] Fix FLUX.1-dev port: native RoPE, parity tests, SSIM reference (#1321) 
Co-authored-by: Ishan Vaish <ivaish@ucsd.edu>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-13 01:49:42 -07:00
Shreejith SGandH1yori233 d82abc271e [feat] Add GLM-Image inference support (#1030) 
Co-authored-by: H1yori233 <k1kong@ucsd.edu>
 2026-07-12 22:42:42 -07:00
Aryan KumarAryan KumarleffffSolitaryThinker
 		02e1143f22 [feat] Add Kandinsky-5 T2V/I2V pipeline support (#1471) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
Co-authored-by: leffff <levnovitskiy@gmail.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-07-07 14:43:30 -07:00
SucklSucklSolitaryThinker
 		595f0ea60e [feat] Add DreamX-World 5B Cam and AR pipelines (#1538) 
Co-authored-by: Suckl <Suckl@users.noreply.github.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-07-07 06:16:18 +00:00
William Lin b36d0ef085 [infra] Add DGX Spark and multi-architecture CUDA support (#1447) 2026-07-03 13:41:43 -07:00
alexzms 2a4fe697a6 [docs] LTX-2.3 distilled i2v: typed-API example (from_config + generate) (#1448) 2026-06-10 10:58:14 -07:00
alexzms 921db7479d [perf] LTX-2.3 distilled i2v: drop max-autotune from compile kwargs (#1445) 2026-06-10 10:06:41 -07:00
Aryan KumarandAryan 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
William LinGnav3852Mac Lee
 		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
alexzmsandmergify[bot] 922e7e0813 [docs] LTX-2.3 distilled i2v example with compile + timing breakdown (#1430) 
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-05 01:26:50 +00:00
Kaiqin KongandSolitaryThinker afdb6fbfa5 [feat] Add MatrixGame3.0 (#1201) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-05-27 21:07:01 +00:00
Kaiqin Kongandmergify[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
Junda SuSolitaryThinkerMatthew NotoXOR-opZhang Peiyuan
 		d2ffec5cce [perf] Dreamverse 14/14: Add LTX2 profile speedups (#1337) 
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 18:10:47 -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