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38 Commits
Author SHA1 Message Date
Arunkumar EliandAryan Kumar edd517e3fa [bugfix] Make torch.compile reduce-overhead work in the shared denoising loop (Wan T2V) (#2047) 
Co-authored-by: Aryan Kumar <156166681+aryan5v@users.noreply.github.com>
 2026-11-07 23:55:36 +00:00
William Lin cdda1b7535 [feat] Add H3 PDD/DMPDD training and packed Ref2VA preprocessing (#1984) 2026-10-20 11:15:57 -07:00
Aryan KumarAryan KumarClaude Opus 5.5
 		376e445f0e [feat]: FastH3 OmniRef inference on consumer devices (RTX 5090 / PRO 6000 / DGX Spark / 4090) (#1980) 
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
Aryan KumarAryan KumarSolitaryThinker
 		2099dd5533 [feat]: Community MiniMax-H3 LoRA loading with quantized side branch (#1973) 
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
lpc0220androot d4ed61cc7c [refactor] VSA: rename the sm100a block-sparse kernel to ptx_blackwell (#1956) 
Co-authored-by: root <root@ptyche0124.ptyche.clusters.nvidia.com>
 2026-10-17 21:10:19 -07:00
Zhang PeiyuanandClaude Opus 5.5 c520878fd2 [perf]: QAT/QAD add safe regional compile for modular training (#1718) 
Adds opt-in regional torch.compile to the YAML-driven modular Wan trainer (training.model.enable_torch_compile / torch_compile_kwargs) with FA4 and Wan modulation forward/backward as opaque custom ops, compiled repeated DiT blocks after FSDP setup, and activation checkpointing applied before FSDP for trainable Wan transformers.

Merged with main's #1716 (WanModel resolves the checkpointing type in __init__; the PR's pre-FSDP wrap uses it and the post-load wrap is gone) and #1757 (pre_fsdp_model_transform runs before this PR's pre_fsdp_transform). Maintainer review (Swarm order #776): AdaLN skip names are canonicalized through checkpoint-wrapper prefixes, test_inference_regional_compile.py joins the unit lane, the Wan modulation custom-op test moved to the transformer lane, regional_compile is classified in the schema inventory, and a 1/2-GPU training smoke covers fully_shard(CheckpointWrapper) in eager and regional-compile modes. Validated on GB200: the FA4 CuTe forward/backward parity and fullgraph-backward tests and all four smoke cases pass.

Also exempts MMAudio recipes, whose student builds its pipeline config at init, from the fine-tuning recipe construction check that #1648 left failing on main.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
 2026-10-07 05:24:24 -07:00
Shao DuanSolitaryThinkerClaude Opus 5.5
 		99f8f3e7a7 [feat] Add streaming and GPU-accelerated LoRA extraction (#1784) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
 2026-10-07 04:48:35 -07:00
KaiSolitaryThinkerClaude Opus 5.5
 		3467f8befb [feat] Add end-to-end MMAudio V2A training, inference, and evaluation (#1648) 
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
MagicBearmagicbearSolitaryThinkerClaude Opus 5.5
 		2d6e7d9b6b [feat]: MiniMax-H3 encoder split: dedicated text-encoder node group for 720p on DGX Spark (#1877) 
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
YanghaoWilliam LinSolitaryThinkerClaude Opus 5.5
 		d5287f8352 [feat]: add MiniMax H3 Ref2VA and LoRA training support (#1757) 
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
page: FlappyBobSolitaryThinkerClaude Opus 5.5
 		37b9dc1836 [new-model] Add native Helios-Distilled T2V pipeline (#1670) 
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
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
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
Junda Su 4e52f47d1e [feat] add MXFP8 support on H3 (#1796) 2026-09-05 17:08:58 -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
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
KyleNeverGivesUp 9bfa585448 [perf]: stop holding the whole checkpoint during DiT load, unblocking MiniMax H3 on one GB10 (#1714) 2026-08-26 15:23:51 -07:00
William Lin f9e3680f11 [perf] Align FastH3 optimized inference profile (#1748) 2026-08-23 02:01:03 -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 422585d08f [misc]: add LTX-2.3 fine-tuning example recipes (#1651) 2026-07-27 18:42:44 -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
Loay RashidandSolitaryThinker 995a5fdf97 [bugfix] fixing denoising time in the fastwan script (#1480) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-06-23 10:01:23 -07:00
Kevin Lin 82ed9fe58d [feat] QAD 5090: FP8 linear layer inference (#1465) 2026-06-22 18:25:06 -07:00
alexzmsWilliam LinLoay RashidKaiqin Kongmergify[bot]
 		e60601df7f [feat] QAD 5090: QAT training recipe — finetune + DMD distillation (12/12) (#1462) 
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: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-06-17 15:18:52 -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
Wenxuan TanandSolitaryThinker af2ee9c78a [feat] Optimize distributed weight loading in multi-node training (#572) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2026-05-21 16:59:48 +00:00
Junda SuSolitaryThinkerMatthew NotoXOR-opZhang Peiyuan
 		b4de5a9f1b [feat] Dreamverse 12/14: Add LTX2 refine and upsampler support (#1335) 
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 12:21:40 -07:00
jaisurya27 4d49f7b0aa Kandinsky5 lite dit clean (#1088) 2026-03-26 08:07:11 +08:00
XOR-op 785d123e36 [feat] Hooks API and layerwise offloading for all DiTs (#1006) 2026-01-17 11:22:02 -08:00
William Lin 0f53b51e6c [CI] Fix OOM issues in ssim tests (#1011) 2026-01-16 21:15:20 -08:00
KyleShao dbddfab6d2 [feat] Introduce Cosmos 2.5 Text2World pipeline (#974) 2026-01-15 15:09:05 -08:00
Loay Rashid dea69cf651 [New Model] Turbodiffusion (#971) 2026-01-02 17:55:56 -06:00
Ohm-Rishabh 2972fc9449 Improve FSDP loading with size-based filtering (#853) 2025-11-04 15:31:07 -08:00
zyang6andkiritorl 87489f0872 Add wan2.1 functionality support for Ascend NPU platform (#810) 
Co-authored-by: kiritorl <1021709528@qq.com>
 2025-10-09 16:25:08 -07:00
RandNMR73SolitaryThinkergemini-code-assist[bot]
 		dc7596b973 [self-forcing][8/n] Self-Forcing For Wan2.2-A14B + torch.compile training and distillation support (#818) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-02 15:01:45 -07:00
Wei ZhouRandNMR73SolitaryThinker
 		31f000d1cc [self-forcing] [5/n] Add Self-Forcing distillation pipeline (#808) 
Co-authored-by: RandNMR73 <notomatthew31@gmail.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2025-09-20 19:32:10 -07:00
William Lin f572319bd9 [Feature] Remove V1 folder (#642) 2025-07-24 22:43:12 -07:00