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41 Commits
Author SHA1 Message Date
Aryan KumarandAryan Kumar fa2d1324c6 [feat]: FastH3 Omni (Ref2VA) on Apple Silicon MLX (#2000) 
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
 2026-10-21 12:01:54 -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
William Lin 9f59519959 [misc] Remove DreamX World, HunyuanGameCraft, GLM-Image, LongCat, TurboDiffusion, and Z-Image (#1926) 2026-10-14 23:16:32 -07:00
Raghav KandClaude Opus 5.5 315b25d26d [new-model] Add Cosmos Predict2.5 distilled T2W and DFD V2W inference (#1767) 
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
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
Suhaan KhuranaSuhaanCommitsClaude Fable 5SolitaryThinker
 		af78c759f1 [new-model] Add Wan2.2-Animate-14B character animation/replacement inference (#1765) 
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
Lele武垚乐SolitaryThinkerClaude Opus 5.5
 		8348e83e80 [feat] Import MiniMax H3 Comfy NVFP4-AWQ text encoder (#1865) 
Co-authored-by: 武垚乐 <wuyaole@mininglamp.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
 2026-10-07 03:34:40 -07:00
Aryan KumarAryan Kumarcoderabbitai[bot]CodeRabbitSolitaryThinkerClaude Opus 5.5
 		2452022f15 [new-model] Add LTX-2.5 inference support (#1704) 
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
KeithSolitaryThinkerClaude Opus 5.5
 		4bb5627fa8 [feat] MiniMax H3: block-FP8 text encoder on Hopper, its converter, and a 4xH100 FastH3 profile (#1829) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
 2026-10-07 02:31:52 -07:00
Suhaan KhuranaSuhaanCommitsClaude Fable 5SolitaryThinker
 		ef62ac48d1 [new-model] Add Wan2.2-S2V-14B speech-to-video (model port + checkpoint converter) (#1683) 
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
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
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
vanch 384eee8aef feat(mlx): add FastH3-8-Step-V2 DMD schedule and thermal-safe MLX inference 
- Support official 8-step DMD schedule from fastvideo_inference.json in MLX pipeline
- Implement MiniMaxH3SchedulerState.from_dmd_steps for exact sigma ladder calculation
- Add auto-detection of fastvideo_inference.json in checkpoint converter AdaLN precomputation
- Add inter_step_cooldown_s and per-step MLX graph/cache cleanup to prevent thermal throttling
- Support configurable VAE tile sizes to guarantee 256px tiled decode without grid artifacts
- Skip non-existent shard files gracefully in Qwen3-VL conditioner
 2026-09-17 16:12:02 +08:00
Kyle Hu bfc9c01797 [feat]: convert the MiniMax H3 text encoder to NVFP4 (#1838) 2026-09-12 18:48:07 -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
Shao Duan c4ad4227c0 [misc] MiniMax-H3: move the AdaLN converter into scripts/checkpoint_conversion (#1712) 2026-08-21 02:15:00 -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
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
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 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
William Lin 3fb2fbe1a2 [infra]: MagiHuman checkpoint conversion + push scripts (7/8) (#1301) 2026-05-12 15:45:15 -07:00
William Lin 140bd1a6cf [misc]: standardize install instructions on uv pip install (#1279) 2026-05-02 12:45:50 -07:00
William Lin c85f6a477f [docs] add hierarchical AGENTS.md per-directory guidance (#1278) 2026-05-02 03:28:18 -07:00
William Lin c77a76c6af [feat] Stable Audio Open 1.0: T2A + A2A + RePaint inpainting (native) (#1260) 2026-05-01 00:07:11 -07:00
vishruthb 5789955bbe [feat] add gen3c (cosmos-7b) model and pipeline support (#1059) 2026-04-01 11:42:02 +00:00
Mihir Jagtap 7a83e0e6fc [feature] Add Hunyuan-GameCraft model support (#1071) 2026-02-14 08:07:44 +08:00
Junda (David) SuDavids048Matthew Noto
 		ad58f802f3 [Feat] Port LTX2 trainer (#1074) 
Co-authored-by: Davids048 <jundasu@ucsd.edu>
Co-authored-by: Matthew Noto <99706358+RandNMR73@users.noreply.github.com>
 2026-02-09 17:32:57 -08:00
Shao DuanandWill Lin 029216029f Added LTX-2 Distilled T2V Generation (#1016) 
Co-authored-by: Will Lin <wlsaidhi@gmail.com>
 2026-01-21 14:11:39 -08:00
KyleShao dbddfab6d2 [feat] Introduce Cosmos 2.5 Text2World pipeline (#974) 2026-01-15 15:09:05 -08:00
Will Lin 4d7bf35fa3 Revert "dit" 
This reverts commit a6a9c9ca07.
 2026-01-07 03:22:48 -08:00
Will Lin a6a9c9ca07 dit 2026-01-07 03:18:48 -08:00
Loay Rashid e7748d9952 [feat] add Turbodiffusion I2V pipeline (#984) 2026-01-05 15:41:23 -06:00
Loay Rashid dea69cf651 [New Model] Turbodiffusion (#971) 2026-01-02 17:55:56 -06:00
William Lin 704bc9aaf9 [misc] Add util script to create diffuser HF repo from custom component weights (#970) 2025-12-29 19:38:30 -06:00
alexzmsandShao Duan 8f1e6c3336 Add LongCat T2V (Base, Distillation and Refinement) Support to FastVideo (#883) 
Co-authored-by: Shao Duan <shaoxiongduan@gmail.com>
 2025-12-23 01:11:18 -06:00
Wei ZhouandSolitaryThinker ce67cd3729 [Feat] Support Self-Forcing's Causal Inference for Wan2.1 T2V 1.3B (#766) 
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
 2025-08-28 16:47:49 -07:00