Aryan Kumar and Aryan Kumar
fa2d1324c6
[feat]: FastH3 Omni (Ref2VA) on Apple Silicon MLX ( #2000 )
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Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-10-21 12:01:54 -07:00
William Lin
cdda1b7535
[feat] Add H3 PDD/DMPDD training and packed Ref2VA preprocessing ( #1984 )
2026-10-20 11:15:57 -07:00
Aryan Kumar and Aryan Kumar
089a5a55a0
[feat] Cookbook serving, hardware catalog, and landing page ( #1999 )
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Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-10-20 09:10:29 -07:00
lpc0220 and root
d4ed61cc7c
[refactor] VSA: rename the sm100a block-sparse kernel to ptx_blackwell ( #1956 )
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Co-authored-by: root <root@ptyche0124.ptyche.clusters.nvidia.com >
2026-10-17 21:10:19 -07:00
3f45f2da21
[bugfix] Repair DreamVerse and failing CI gates ( #1958 )
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Co-authored-by: sy3535 <sy3535@maxwell.poly.edu >
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-10-16 17:15:38 -07:00
William Lin
c535797e3d
[skill] Remove the add-model and decompose-pipeline-pr agent skills ( #1963 )
2026-10-15 00:10:49 -07:00
William Lin
9f59519959
[misc] Remove DreamX World, HunyuanGameCraft, GLM-Image, LongCat, TurboDiffusion, and Z-Image ( #1926 )
2026-10-14 23:16:32 -07:00
d5253fd710
[feat] Add serving cookbook recipes and configuration API ( #1941 )
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Co-authored-by: leo <yixingwang@YIXINGs-MacBook-Pro.local >
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-10-09 15:49:08 -07:00
Raghav K and Claude Opus 5.5
315b25d26d
[new-model] Add Cosmos Predict2.5 distilled T2W and DFD V2W inference ( #1767 )
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Adds the Cosmos Predict 2.5 distilled text-to-world sampler (sCM, per-frame timesteps) and the DFD video-to-world pipeline, with their schedulers, registry entries, presets and examples.
Maintainer review fixes (Swarm orders #718 and #748 ): the DiT receives one shared fps value (its RoPE table is batch-independent, so per-sample vectors crashed batch > 1; differing values now raise), non-finite rollouts raise FloatingPointError instead of being zeroed by nan_to_num, the DFD detector matches "dfd" only in the last path component, the distilled example defaults to 24 fps, and the distilled rollout keeps its state in FP64 through the scheduler step as the official driver does.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-07 04:42:44 -07:00
3467f8befb
[feat] Add end-to-end MMAudio V2A training, inference, and evaluation ( #1648 )
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Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-07 04:25:00 -07:00
f60514183c
[ci] Separate performance behavior tests ( #1620 )
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Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-07 03:43:12 -07:00
William Lin and Claude Opus 5.5
6d6195a9f1
[feat]: fp8 PV mode for the FA4-FP4 attention path ( #1654 )
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Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-07 03:36:54 -07:00
2452022f15
[new-model] Add LTX-2.5 inference support ( #1704 )
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Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: CodeRabbit <noreply@coderabbit.ai >
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-07 03:34:18 -07:00
4b3f99b224
[new-model] Added LingBot-World-Fast image-to-video support ( #1665 )
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Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com >
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
2026-10-07 03:32:38 -07:00
William Lin and Claude Opus 5.5
d967b99928
[bugfix]: registry ambiguity warning by specificity + QAD weights file path ( #1649 )
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Registry: when several model detectors match a path, the first registered match still wins (main's pinned precedence, e.g. test_local_manifest_detectors_keep_first_match). Path specificity against each entry's registered HF paths now only decides whether to warn: the resolution is silent when the first match is strictly more specific than every other match (e.g. LTX-2.3 distilled directories that the LTX-2 base detector also claims through the shared pipeline class name), and warns otherwise, including when a later match is more specific than the one chosen. The PR originally re-ranked matches by specificity; that changed main's tested first-match resolution for local manifest directories, so it was narrowed during maintainer review (Swarm order #720 ).
Also fixes the QAD weights file path.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-07 03:30:55 -07:00
d5287f8352
[feat]: add MiniMax H3 Ref2VA and LoRA training support ( #1757 )
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Co-authored-by: William Lin <8941107+SolitaryThinker@users.noreply.github.com >
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-07 03:21:45 -07:00
37b9dc1836
[new-model] Add native Helios-Distilled T2V pipeline ( #1670 )
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Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-07 03:18:24 -07:00
William Lin
33d81730e9
[feat]: Kandinsky 6 Lite: register the 3.2B checkpoints and add docs + cookbook recipes ( #1927 )
2026-10-06 17:09:53 -07:00
f06d824054
[feat]: add Kandinsky-6.0 TI2VA and VSR pipelines ( #1924 )
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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
a4d6416c52
[docs] Add OpenAI serving recipes for Wan cookbook pages ( #1906 )
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Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
Co-authored-by: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-04 12:20:06 -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
e1f3904799
[kernel] sm_100a CUDA backward for VSA block-sparse attention, 128-token blocks ( #1866 )
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Co-authored-by: Pengcheng Li <pengchengl@ptyche0203.ptyche.clusters.nvidia.com >
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com >
2026-09-29 16:57:22 -07:00
Junda Su
02f1ce11ae
[misc] Move environment var reads into env registry and rename unprefixed variables ( #1897 )
2026-09-29 14:36:16 -07:00
Aryan Kumar and Aryan Kumar
7f03e03dc6
[docs]: FastH3 V2 cookbook serving and MLX install guide ( #1884 )
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Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-09-29 13:03:18 -07:00
Junda Su
cb66acd400
[bugfix] Fix environment-variable bugs in LTX-2 debug logging, HF token lookup, and attention backend reads ( #1895 )
2026-09-29 11:48:31 -07:00
alanhuangyoo
93aab45ac2
[bugfix] tests: include ltx2_3_base in local LTX-2 preset set ( #1750 )
2026-09-24 17:11:31 -07:00
430e52154e
[bugfix]: Restore exact Qwen3-VL vision interpolation ( #1737 )
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Co-authored-by: William Lin <8941107+SolitaryThinker@users.noreply.github.com >
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
2026-09-18 05:00:05 -07:00
Kyle Hu
bfc9c01797
[feat]: convert the MiniMax H3 text encoder to NVFP4 ( #1838 )
2026-09-12 18:48:07 -07:00
lpc0220 and Claude Fable 5.1
aef4e9b3b1
[kernel] VSA kernel: one sm_100a / sm_103a image per listed arch; un-gate backward on sm_103a ( #1833 )
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Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com >
2026-09-12 16:49:36 -07:00
a943220c11
[bugfix]: drop dead h3_sequential_load from Spark FastH3 presets ( #1831 )
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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
William Lin
556ac7088e
[refactor] Simplify Wan sampling and tests ( #1825 )
2026-09-07 15:57:19 -07:00
lpc0220
c993d7393e
[kernel] sm_100a CUDA backward for VSA block-sparse attention (blk64) ( #1819 )
2026-09-06 21:00:18 -07:00
William Lin
7f83164233
[refactor] Move Wan VAE into the Wan package ( #1824 )
2026-09-05 18:43:55 -07:00
William Lin
e19913f6e9
[refactor] Group Wan transformer and config ( #1823 )
2026-09-05 17:05:32 -07:00
SYLAR
7bb76b5ec9
[feat] Add native SM103a VSA support ( #1812 )
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Signed-off-by: lishunyang12 <lishunyang12@163.com >
2026-09-03 15:00:28 -07:00
Aryan Kumar and Aryan Kumar
0bd19a976b
[docs]: add one-Spark FastH3 cookbook runtime with a device-count row ( #1811 )
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Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-09-02 10:05:59 -07:00
Aryan Kumar and Aryan Kumar
cf6a00b9be
[feat]: add opt-in CUDA TAEH3 preview decode for FastH3 ( #1795 )
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Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-08-31 23:34:56 -07:00
Aryan Kumar and Aryan Kumar
26064193e2
[feat] Add an H3 server cookbook and prompt playground ( #1798 )
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Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-08-31 22:14:33 -07:00
ac48bb3cd1
[feat] Add MiniMax H3 MLX T2VA inference ( #1770 )
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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
c9c5585758
[perf]: MiniMax H3 on GB10 - skip text encoder CPU offload on unified memory (5m49s to 30ms) ( #1710 )
2026-08-26 12:03:14 -07:00
lpc0220
7a4285189f
[kernel] Route block-sparse VSA to the sm_100a forward behind FASTVIDEO_VSA_SM100A (opt-in) ( #1754 )
2026-08-24 15:26:56 -07:00
William Lin
f9e3680f11
[perf] Align FastH3 optimized inference profile ( #1748 )
2026-08-23 02:01:03 -07:00
Kaiqin Kong
bcffa4026e
[perf] Optimize MiniMax-H3 text encoder memory ( #1732 )
2026-08-21 14:57:06 -07:00
KyleNeverGivesUp
0462e1b0e7
[perf]: MiniMax H3 - build the Qwen3-VL encoder only as far as it is read (-13.7 GB) ( #1711 )
2026-08-20 23:19:25 -05:00
lpc0220
907f2100ec
[kernel] sm_100a CUDA block-sparse VSA forward (Blackwell), 64- and 128-token blocks ( #1719 )
2026-08-20 23:16:25 -05:00
Kaiqin Kong
e0a3db5651
[perf] Reduce MiniMax-H3 VAE peak memory ( #1703 )
2026-08-20 23:13:23 -05:00
Kai
0653f8f3af
[new-model] Add V2A: native MMAudio inference pipeline ( #1622 )
2026-08-09 17:29:27 -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
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
