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
d4f144581d
[feat] Add capacity metadata to existing cookbook model manifests ( #1983 )
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Co-authored-by: leo <yixingwang@YIXINGs-MacBook-Pro.local >
Co-authored-by: aryan5v <email.aryan1005@gmail.com >
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-10-20 08:24:19 +00:00
Ishan
5f96664abf
[feat] Added a single-GPU VRAM calculator for cookbook deployments ( #1978 )
2026-10-20 08:12:06 +00:00
376e445f0e
[feat]: FastH3 OmniRef inference on consumer devices (RTX 5090 / PRO 6000 / DGX Spark / 4090) ( #1980 )
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Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-19 14:57:36 -07:00
2099dd5533
[feat]: Community MiniMax-H3 LoRA loading with quantized side branch ( #1973 )
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Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
2026-10-19 14:29:23 -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
Aryan Kumar and Aryan Kumar
25940a7e86
[docs] Unify cookbook model editors and launch commands ( #1970 )
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Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-10-16 17:26:51 -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
Aryan Kumar and Aryan Kumar
6212e7262e
[docs] Migrate documentation and cookbook to Blume ( #1969 )
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Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com >
2026-10-16 16:09:04 -07:00
William Lin
ba371e33ed
[ci] Stop automatically marking issues and PRs stale ( #1964 )
2026-10-15 01:05:48 -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
59fddb00f2
[ci] Remove automated community comments ( #1962 )
2026-10-14 23:40:45 -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
Davide Locatelli
e1e2559359
[perf] FastH3 OmniRef: lossless speed-ups behind default-off switches ( #1930 )
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These speed-ups for the MiniMax-H3 pipelines keep the output bit-identical. Each
one has a switch that is off by default:
- FASTVIDEO_MINIMAX_H3_EXACT_KERNELS: Triton RoPE, AdaLN modulation, gated
residual and SwiGLU kernels that round to bf16 at the same points as the
eager ops.
- FASTVIDEO_H3_VSA_HEADS_FIRST_TILE: VSA-H3 tiles are written directly in the
heads-first layout of the kernel.
- FASTVIDEO_H3_VAE_TILE_PARALLEL: VAE spatial tiles are split across the
sequence-parallel ranks.
- FASTVIDEO_H3_REF2VA_MEMO_ENTRIES: repeat reference encodes are reused.
The example basic_fasth3_omniref_pdd.py --lossless-accel turns them all on.
On GB200 with 4 GPUs, MiniMax-H3 text to video with audio (124 frames,
1344x768) gives bit-identical frames and audio with the first three switches
on and off.
2026-10-07 15:35:37 -07:00
Wenbo Ji 嵇文博
4ebf11f7d9
[bugfix] Fix test env defaults and server dependencies ( #1901 )
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The distributed_setup test fixture now sets MASTER_ADDR and MASTER_PORT when
they are not set, with a new port for each test, and restores them after the
test. pyproject.toml now declares orjson and python-multipart, which the
OpenAI-compatible server needs. Two documents about the SSIM reference
bootstrap are corrected.
2026-10-07 15:32:22 -07:00
Wenbo Ji 嵇文博
ef63de1f60
[perf] Fuse VSA64 tile layout for SM100 inference ( #1900 )
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For Wan VSA inference with 64-token tiles, each attention layer scattered Q, K,
V and the gate into a tile buffer and then made four transposed copies. On
SM100, one Triton kernel (tile_to_bhsd) now does the scatter and the transposes
in one pass. Training, 256-token tiles, other GPUs and builds without the kernel
use the previous path. FASTVIDEO_DISABLE_VSA64_FUSED_LAYOUT=1 turns the fused
path off.
On GB200 the layout and attention step goes from 15.7 ms to 8.6 ms. FastWan 1.3B
frames are bit-exact with the previous path at sequence parallel 1 and 2.
2026-10-07 15:31:58 -07:00
8530fdc550
[feat] Add external-launcher executor for multi-node inference ( #1746 )
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Co-authored-by: Will Lin <willlin@nvidia.com >
Co-authored-by: William Lin <8941107+SolitaryThinker@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-07 04:46:26 -07:00
b8920ba50a
[misc]: add env var to control process-aware logging ( #1680 )
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Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com >
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
2026-10-07 04:31:52 -07:00
Kun Lin and Claude Opus 5.5
7320d9d350
[feat] Add HunyuanVideo 1.5 embedding preprocessing pipeline ( #1663 )
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Adds preprocess_hunyuan15_overfit.py, which writes VAE latents plus Qwen and ByT5 text embeddings in the dual-text parquet schema (pyarrow_schema_t2v_dual_text) that main's HunyuanVideo 1.5 training (#1662 ) reads; main's guide and overfit config pointed at this script, but nothing in-tree produced text_embedding_2 before.
Reconciled with #1662 during maintainer review (Swarm orders #723 and #777 ): main's schema and collate are the base. On top of them, both text streams now share one CFG-dropout decision per row also when _sample_index is absent, and a row missing the primary text_embedding raises instead of training unconditioned. The PR's widening of the shared t2v schema and its writer changes were dropped. docs/training/hunyuan15_overfit.md now describes the in-tree script.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-07 04:20:58 -07:00
af78c759f1
[new-model] Add Wan2.2-Animate-14B character animation/replacement inference ( #1765 )
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Co-authored-by: SuhaanCommits <suhaan@cedar.build >
Co-authored-by: Claude Fable 5 <noreply@anthropic.com >
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
2026-10-07 04:19:37 -07:00
e722023bd6
[perf] Wan kernel fusion: Triton-fused residual+LayerNorm+modulate inference path ( #1708 )
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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 04:08:07 -07:00
bc0191d775
[perf] Harden Ulysses agreement and tune bounded H3 transfers ( #1807 )
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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 04:01:53 -07:00
2d6e7d9b6b
[feat]: MiniMax-H3 encoder split: dedicated text-encoder node group for 720p on DGX Spark ( #1877 )
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Co-authored-by: magicbear <magicbear@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 03:46:33 -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
da87973412
[ci] Clarify dashboard cohort grouping for legacy v1 records ( #1613 )
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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 02:33:18 -07:00
William Lin and Claude Opus 5.5
a3fd1d0bab
[ci]: prevent direct tests from minting suite gates ( #1615 )
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Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com >
2026-10-07 02:32:48 -07:00
13ef81e6da
[ci] Surface worker process logs on perf hard regressions ( #1701 )
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Co-authored-by: Claude Fable 5 <noreply@anthropic.com >
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
2026-10-07 02:14:02 -07:00
ef62ac48d1
[new-model] Add Wan2.2-S2V-14B speech-to-video (model port + checkpoint converter) ( #1683 )
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Co-authored-by: SuhaanCommits <suhaan@cedar.build >
Co-authored-by: Claude Fable 5 <noreply@anthropic.com >
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
2026-10-07 01:36:01 -07:00
00cb7d0ba2
[ci] Add DGX Spark (GB10) single-GPU perf config + gpu_types gating ( #1679 )
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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 01:30:42 -07:00
69a6215e7f
[feat] Add Dreamverse multimodal inputs and H3 routing ( #1835 )
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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 01:30:26 -07:00
38966056d0
[ci]: make merge-gate startup reliable ( #1762 )
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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 01:29:42 -07:00
02a027c49f
[feat]: FastH3 on DGX Spark and Apple Silicon ( #1920 )
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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
8b51380466
[feat]: FastH3 on single RTX GPUs ( #1919 )
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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
Junda Su
9edc8adf5f
[misc] Move test-suite environment access into the registry and allowlists ( #1898 )
2026-09-30 00:15:39 -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
Junda Su
e3b88bb12a
[feat] Add a typed environment-variable registry, policy doc, and contract test ( #1896 )
2026-09-29 12:50:45 -07:00
William Lin
556ac7088e
[refactor] Simplify Wan sampling and tests ( #1825 )
2026-09-07 15:57:19 -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
William Lin
9212f4f218
[ci] make GPU validation change-aware ( #1747 )
2026-08-25 21:26:25 -07:00
Mac Lee
7a592ff09a
[ci]: cache FastVideo kernel builds in Modal ( #1562 )
2026-07-26 04:21:09 -07:00
William Lin
32cd603515
Revert docs trusted-branch-only workflow ( #1618 )
2026-07-17 00:22:56 -07:00
William Lin
dec8b10939
[docs]: document automatic Docker image builds ( #1608 )
2026-07-15 18:52:21 -07:00
William Lin
133a5278af
[ci] Run docs only for trusted PR branches ( #1610 )
2026-07-15 18:51:59 -07:00
Mac Lee and SolitaryThinker
a253856147
[ci] Add exact identity performance statuses ( #1560 )
...
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com >
2026-07-15 14:59:09 -07:00
William Lin
d3232cea5a
[ci]: gate the full-suite trigger on pre-commit and docs build ( #1572 )
2026-07-11 02:56:49 +00:00
