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63 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
 		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
Junda Su 9edc8adf5f [misc] Move test-suite environment access into the registry and allowlists (#1898) 2026-09-30 00:15:39 -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
KeithandSolitaryThinker c4824c7764 [bugfix] FP8: gate the ROCm _scaled_mm path on CDNA4 (gfx950) instead of the capability tuple (#1859) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-09-16 19:58:55 -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
William Lin 556ac7088e [refactor] Simplify Wan sampling and tests (#1825) 2026-09-07 15:57:19 -07:00
William Lin e19913f6e9 [refactor] Group Wan transformer and config (#1823) 2026-09-05 17:05:32 -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 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
Aryan KumarandAryan Kumar 620bc36dc4 [docs]: Cookbook catalog improvements (#1790) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-08-30 17:50:57 -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
KyleNeverGivesUp e9bbaca07d [perf] Disable every offload path on unified memory, unblocking MiniMax H3 generation on one GB10 (#1715) 2026-08-26 15:32:56 -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 f9e3680f11 [perf] Align FastH3 optimized inference profile (#1748) 2026-08-23 02:01:03 -07:00
William Lin c488fa1211 [perf] Add opt-in packed-varlen FA4 for MiniMax-H3 (#1742) 2026-08-22 17:16:47 -07:00
William Lin d3cff517cd [perf] Add opt-in regional fullgraph compile for DiT inference (#1741) 2026-08-22 12:14:39 -07:00
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
Raghav KandSolitaryThinker a2bfc7cdb2 [docs] DGX Spark (GB10) performance & tuning guide + reproduction examples (#1631) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-08-06 14:36:38 -07:00
Kaiqin Kong e8b0e4c61e [feat] Add MiniMax H3 (#1674) 2026-08-04 13:54:39 -07:00
William Lin e8812bef0b [docs]: batched docs cleanup (landing page, links, requirements, nav) (#1644) 2026-08-02 18:03:26 -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
William Lin 1801512818 [docs]: cover all registered models in the support matrix (#1641) 2026-07-27 11:13:53 -07:00
William Lin 69349dd2aa [docs]: unify community links on the README Slack invite (#1643) 2026-07-25 17:26:58 -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 a5a6d171e5 [attn] Make FA4 explicit opt-in via FASTVIDEO_FA4 and delete the runtime fallback machinery (#1540) 2026-07-04 14:51:00 -07:00
William Lin b36d0ef085 [infra] Add DGX Spark and multi-architecture CUDA support (#1447) 2026-07-03 13:41:43 -07:00
Kevin Lin 82ed9fe58d [feat] QAD 5090: FP8 linear layer inference (#1465) 2026-06-22 18:25:06 -07:00
alexzmsWilliam LinLoay RashidKaiqin KongSolitaryThinkeralexzms
 		c3b971488e [docs] QAD 5090: Add NVFP4 + Attn-QAT inference example and how-to (9/12) (#1458) 
Co-authored-by: William Lin <SolitaryThinker@users.noreply.github.com>
Co-authored-by: Loay Rashid <42599591+loaydatrain@users.noreply.github.com>
Co-authored-by: Kaiqin Kong <k1kong@ucsd.edu>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: alexzms <26690162+alexzms@users.noreply.github.com>
 2026-06-16 14:36:50 -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
KUAN-HAO HUANGandSolitaryThinker 019239690b [perf] Add Adaptive Guidance (CFG gating) for stale-uncond reuse (#1372) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-05-30 13:58:55 -07:00
Kaiqin KongandSolitaryThinker afdb6fbfa5 [feat] Add MatrixGame3.0 (#1201) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-05-27 21:07:01 +00:00
Raghav K 68179cd752 [docs] Document enable_torch_compile (+ A/B example) (#1366) 2026-05-22 00:25:42 -07:00
Wenxuan TanClaude Opus 4.6gemini-code-assist[bot]mergify[bot]SolitaryThinker
 		e8597b7448 [Bugfix] FP4 FA4 installation fix (#1367) 
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-05-19 22:45:24 -07:00
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
William Lin 325861fb99 [misc]: PR-1225 sync — housekeeping (1/12) (#1347) 2026-05-13 15:21:52 -07:00
Wenxuan TanClaude Opus 4.6gemini-code-assist[bot]mergify[bot]
 		b4458e5bae feat: FP4 Flash Attention 4 for Blackwell GPUs (#1221) 
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-12 17:04:39 -07:00
William Lin 140bd1a6cf [misc]: standardize install instructions on uv pip install (#1279) 2026-05-02 12:45:50 -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 88a5a933ab [feat] [3/n] Improve API: extend support to cli (#1226) 2026-04-14 15:20:47 -07:00
vishruthb 5789955bbe [feat] add gen3c (cosmos-7b) model and pipeline support (#1059) 2026-04-01 11:42:02 +00:00
Ajay Anubolu 02c1c49b75 [CI] Add inference performance regression tests (#1140) 2026-03-07 08:26:54 +08:00
Jinzhe Pan 5190c1bb1e [Doc] add doc for inference architecture (#1147) 2026-03-02 13:44:27 -08:00