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d692d1cc3b233cfc278cf34de97bcddeeb9e68a0
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104 Commits
Author SHA1 Message Date
SolitaryThinkerandClaude Opus 5.5 d692d1cc3b [misc]: remove DreamX World, HunyuanGameCraft, GLM-Image, LongCat, TurboDiffusion, and Z-Image 
These ports were marked pending removal in #1820. Each has a newer,
maintained counterpart in the repo, and their model-specific hooks
leaked into shared stages, request fields, CLI args, and loaders.

Remove each model's code, configs, presets, examples, converters,
tests, cookbook pages, CI planner rules, and registry entries, along
with the shared-code hooks only they used:

- camera kwargs (GameCraft camera_states, DreamX y_camera) in the
  shared denoising loop
- LongCat refine branches in latent preparation, the decoding crop,
  the --bsa-* CLI args, its train model, and third_party/longcat_video
- Z-Image cfg_normalization/cfg_truncation and GameCraft/DreamX
  camera/action fields in SamplingParam, ForwardBatch, and the schema
- the GLM-Image vision-language loader and the TurboDiffusion rCM
  scheduler and SLA auto-select in the train entrypoint
- the Wan definition groups that only preserved DreamX detector order

Removed env vars and their legacy aliases move to DEPRECATED_VARIABLES
per the env-var policy. Matrix Game 2.0 stays: the new trainer's world
model scenarios depend on it. The SLA and BSA attention backends stay.
The TurboDiffusion int8 kernels in fastvideo-kernel are left for a
separate kernel PR.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
 2026-10-06 22:40:54 +00:00
Aryan KumarAryan KumarAryan KumarSolitaryThinkerClaude Opus 5.5
 		02a027c49f [feat]: FastH3 on DGX Spark and Apple Silicon (#1920) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
Co-authored-by: Aryan Kumar <aryank@Aryans-Mac-Studio.local>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-06 12:17:11 -07:00
Aryan KumarAryan KumarAryan KumarSolitaryThinkerClaude Opus 5.5
 		8b51380466 [feat]: FastH3 on single RTX GPUs (#1919) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
Co-authored-by: Aryan Kumar <aryank@Aryans-Mac-Studio.local>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-06 11:37:01 -07:00
William LinleffffKirillshaoxiongduanClaude Opus 5.5
 		f06d824054 [feat]: add Kandinsky-6.0 TI2VA and VSR pipelines (#1924) 
Co-authored-by: leffff <levnovitskiy@gmail.com>
Co-authored-by: Kirill <kykozlov@gmail.com>
Co-authored-by: shaoxiongduan <shaoxiongduan@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-06 10:50:17 -07:00
William LinDavids048Claude Opus 5.5
 		8444c0897a [feat] FastH3 Ref2VA PDD inference with reference-video VSA sparsity (#1907) 
Co-authored-by: Davids048 <jundasu@ucsd.edu>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-02 11:28:07 -07:00
Aryan KumarandAryan Kumar 7f03e03dc6 [docs]: FastH3 V2 cookbook serving and MLX install guide (#1884) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-09-29 13:03:18 -07:00
Aryan Kumar 361f919c88 [feat]: add a narrow FastH3 8-step MLX ladder 
Keep the four-step uniform AdaLN cache, and use explicit DMD rungs only when the snapshot declares its own scheduler shifts.
 2026-09-23 11:06:55 -07:00
William Lin 0100218594 [feat] Support the FastH3 8-Step V2 checkpoint: checkpoint-defined shifts, explicit DMD schedule, new example (#1852) 2026-09-15 14:13:45 -07:00
Aryan KumarCursor AgentAryan Kumar
 		a943220c11 [bugfix]: drop dead h3_sequential_load from Spark FastH3 presets (#1831) 
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-09-08 12:38:06 -07:00
Junda Su 4e52f47d1e [feat] add MXFP8 support on H3 (#1796) 2026-09-05 17:08:58 -07:00
Aryan KumarandAryan Kumar 0bd19a976b [docs]: add one-Spark FastH3 cookbook runtime with a device-count row (#1811) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-09-02 10:05:59 -07:00
Aryan KumarKyleClaude Opus 5Satyam SrivastavaAryan Kumar
 		aaef49bfc6 [feat]: run FastH3 across two DGX Sparks with Ray sequence parallel (#1803) 
Co-authored-by: Kyle <shh075@ucsd.edu>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Satyam Srivastava <srivastavasatyam53@gmail.com>
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-09-01 01:37:23 -07:00
Aryan KumarandAryan Kumar cf6a00b9be [feat]: add opt-in CUDA TAEH3 preview decode for FastH3 (#1795) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-08-31 23:34:56 -07:00
Aryan KumarandAryan Kumar a28f2bab4b [feat] Add an optional MLX TAEH3 preview decoder (#1794) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-08-31 05:08:06 -07:00
Aryan KumarandAryan Kumar f82d8be4bf [perf] Sequential MiniMax H3 start with GPU-direct DiT load (#1793) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-08-31 04:20:21 -07:00
Suhaan Khurana 29ff16ec96 [feat] Add MiniMax H3 MLX spatial fast mode (#1789) 2026-08-30 17:47:02 -07:00
Aryan KumarAryan Kumarcoderabbitai[bot]
 		a4d9a75e2c [perf] Add MiniMax H3 MLX VSA and SIMD attention (#1776) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
 2026-08-30 13:44:54 -07:00
Aryan KumarAryan Kumarcoderabbitai[bot]CodeRabbit
 		ac48bb3cd1 [feat] Add MiniMax H3 MLX T2VA inference (#1770) 
Co-authored-by: Aryan Kumar <aryank@Aryans-Mac-Studio.local>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: CodeRabbit <noreply@coderabbit.ai>
 2026-08-28 12:54:33 -07:00
William Linandshaoxiongduan a534ba20a0 [feat] Add MiniMax H3 LoRA inference and preview launchers (#1771) 
Co-authored-by: shaoxiongduan <shaoxiongduan@gmail.com>
 2026-08-27 14:43:39 -07:00
William Lin 9212f4f218 [ci] make GPU validation change-aware (#1747) 2026-08-25 21:26:25 -07:00
Aryan KumarandAryan Kumar 6388db815b [bugfix] FastMetal-QAD MLX support: refuse CUDA QAD trees, use packed mlx_dit config, stream loads (#1736) (#1758) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-08-25 14:51:40 -07:00
William Lin a837fe841a [docs] Update FastH3 README (#1749) 2026-08-23 05:05:58 -07:00
William Lin f9e3680f11 [perf] Align FastH3 optimized inference profile (#1748) 2026-08-23 02:01:03 -07:00
William Lin 13213395b4 [perf] Parallelize MiniMax-H3 VAE over sequence ranks (#1744) 2026-08-22 18:05:31 -07:00
William Lin d3cff517cd [perf] Add opt-in regional fullgraph compile for DiT inference (#1741) 2026-08-22 12:14:39 -07:00
William Lin 6d6a10be7a [feat] FastVideo-Minimax-FastH3-Preview few-step example + 64-token-tile VSA-H3 inference path (#1731) 2026-08-21 12:40:09 -05:00
Shao Duan c4ad4227c0 [misc] MiniMax-H3: move the AdaLN converter into scripts/checkpoint_conversion (#1712) 2026-08-21 02:15:00 -05:00
Aryan KumarandAryan Kumar 8537dcd6de [feat]: Apple Silicon MLX runtime — INT8 Wan2.1 and Wan2.2 inference (#1638) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-08-18 15:08:00 -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