 SolitaryThinker
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f51497ee6d
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[feat] v2 VideoGenerator: typed fastvideo.api entrypoint over the v2 engine
Mirrors fastvideo.entrypoints.VideoGenerator (from_config(GeneratorConfig) -> generate(
GenerationRequest) -> GenerationResult.video_path), reusing the OFFICIAL fastvideo.api config classes
so a basic_dmd_new_api.py-style script differs only by importing VideoGenerator from v2.
- model_path -> v2 card registry (Wan2.1 / FastWan -> wan21; SFWan -> wan_causal; LTX2 -> ltx2);
snapshot_download + stamp_wan21_checkpoints + Engine(cuda) + program; generate maps SamplingConfig
-> DiffusionParams -> make_request -> eng.run, saves the [C,T,H,W] decode as an mp4.
- Lazy v2.__getattr__ keeps 'import v2' torch-free (verified) so the CPU mini stays green (202+2).
- examples/inference/basic/v2_basic_new_api.py runs all three GPU models through this API.
- Single-GPU, resident, TORCH_SDPA (EngineConfig offload/num_gpus>1/VSA accepted for parity, not applied).
verified: wan21 from_config->generate->mp4 (frames (5,256,256,3) uint8, video_path written).
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2026-07-04 17:15:34 +00:00 |
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William Lin
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b36d0ef085
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[infra] Add DGX Spark and multi-architecture CUDA support (#1447)
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2026-07-03 13:41:43 -07:00 |
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alexzms
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8c23c86994
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[docs]: add raw-video preprocess script for the QAD MixKit recipe (#1487)
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2026-06-28 18:01:13 -07:00 |
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William Lin
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78d606a3a7
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[feat]: make VSA tile cache configurable for training (#1444)
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2026-06-28 02:18:31 -07:00 |
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William Lin
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6be280c914
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[bugfix]: fix docs build (#1502)
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2026-06-27 13:00:09 -07:00 |
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Loay RashidandSolitaryThinker
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995a5fdf97
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[bugfix] fixing denoising time in the fastwan script (#1480)
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
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2026-06-23 10:01:23 -07:00 |
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Shao Duan
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4d6ac89b43
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[ci] eval: add metric regression + identity-invariant ci tests (#1451)
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2026-06-23 01:27:34 -07:00 |
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b2ade71467
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[Bugfix] QAD 5090: Torch.compile and other optimizations (15/12) (#1466)
Co-authored-by: alexzms <3036648523@qq.com>
Co-authored-by: Kaiqin Kong <k1kong@ucsd.edu>
Co-authored-by: William Lin <SolitaryThinker@users.noreply.github.com>
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
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2026-06-23 01:23:57 -07:00 |
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Kevin Lin
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82ed9fe58d
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[feat] QAD 5090: FP8 linear layer inference (#1465)
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2026-06-22 18:25:06 -07:00 |
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e60601df7f
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[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>
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2026-06-17 15:18:52 -07:00 |
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c3b971488e
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[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>
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2026-06-16 14:36:50 -07:00 |
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Junda SuandPeiyuan Zhang
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5854aec2ce
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[feat] Add Wan RL DiffusionNFT training (#1450)
Co-authored-by: Peiyuan Zhang <a1286225768@gmail.com>
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2026-06-11 21:18:59 -07:00 |
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alexzms
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2a4fe697a6
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[docs] LTX-2.3 distilled i2v: typed-API example (from_config + generate) (#1448)
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2026-06-10 10:58:14 -07:00 |
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alexzms
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921db7479d
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[perf] LTX-2.3 distilled i2v: drop max-autotune from compile kwargs (#1445)
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2026-06-10 10:06:41 -07:00 |
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Aryan KumarandAryan Kumar
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7f539424cb
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[feat]: add Lucy Edit inference scaffold (#1363)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
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2026-06-09 15:21:43 -07:00 |
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d922ab2cbc
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[model] Flux2 Klein Port (#1349)
Co-authored-by: Gnav3852 <63612880+Gnav3852@users.noreply.github.com>
Co-authored-by: Mac Lee <macthecadillac@gmail.com>
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2026-06-09 14:55:55 -07:00 |
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Kaiqin Kongandmergify[bot]
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efcc245c2e
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[feat] VLM as judge for WM (#1429)
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-05 04:25:54 +00:00 |
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alexzmsandmergify[bot]
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922e7e0813
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[docs] LTX-2.3 distilled i2v example with compile + timing breakdown (#1430)
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-05 01:26:50 +00:00 |
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Kaiqin KongandSolitaryThinker
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afdb6fbfa5
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[feat] Add MatrixGame3.0 (#1201)
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
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2026-05-27 21:07:01 +00:00 |
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Shao Duan
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36682797a0
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[feat] eval: input ergonomics + Evaluator features + bug fixes (#1392)
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2026-05-26 13:59:45 -07:00 |
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Shao Duanandabaghyangor
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321d5112b4
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[refactor] eval: consolidate FVD into common.fvd, remove benchmarks/fvd (#1380)
Co-authored-by: abaghyangor <abaghyangor@gmail.com>
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2026-05-24 12:09:47 -07:00 |
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Raghav K
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68179cd752
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[docs] Document enable_torch_compile (+ A/B example) (#1366)
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2026-05-22 00:25:42 -07:00 |
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e8597b7448
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[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>
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2026-05-19 22:45:24 -07:00 |
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Junda Su
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72cb427cd9
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[feat]: add FastLTX-2.3 Gradio demo package (draft) (#1247)
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2026-05-17 23:03:16 -07:00 |
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Mingjia Huo
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63030cf6ec
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[fix] Fix causal self-forcing attention settings (#1355)
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2026-05-17 22:59:47 -07:00 |
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Kaiqin Kongandmergify[bot]
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773d44b875
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[misc] Rename MatrixGame to MatrixGame2 (#1357)
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-17 22:57:03 -07:00 |
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1df513922f
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[feat] Add minimal LoRA finetuning support to the YAML training stack (#1242)
Co-authored-by: alexzms <3036648523@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-17 14:49:13 -07:00 |
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Shao Duanandklhhhhh
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6b2c731596
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[feat] eval: add audio metrics (#1352)
Co-authored-by: klhhhhh <1412841649@qq.com>
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2026-05-16 14:47:37 -07:00 |
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d2ffec5cce
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[perf] Dreamverse 14/14: Add LTX2 profile speedups (#1337)
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>
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2026-05-15 18:10:47 -07:00 |
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Shao Duan
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17f07bc313
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[feat] eval: async VideoPool + metric streamlines (#1320)
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2026-05-13 15:57:37 -07:00 |
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William Lin
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325861fb99
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[misc]: PR-1225 sync — housekeeping (1/12) (#1347)
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2026-05-13 15:21:52 -07:00 |
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0403c6f47e
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[infra] Dreamverse 09/14: Add Docker and launch scripts (#1332)
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>
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2026-05-12 18:01:11 -07:00 |
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b4458e5bae
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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>
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2026-05-12 17:04:39 -07:00 |
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Kaiqin Kongandmergify[bot]
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a790153705
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[bugfix] MatrixGame2 SF distillation under gradient checkpointing (#1340)
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-12 17:01:04 -07:00 |
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Raghav K
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9d0af28307
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[feat] Add Cosmos 2.5 T2W training pipeline (LoRA + full fine-tune) (#1227)
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2026-05-11 19:15:00 -07:00 |
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d6dfe95466
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[feat] FastVideo World Model Training (#1179)
Co-authored-by: mignonjia <mhuo@ucsd.edu>
Co-authored-by: alexzms <3036648523@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-11 05:13:12 +00:00 |
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f633e30ebb
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[feat]: add LongCat bidirectional finetuning support (#1244)
Co-authored-by: Aryan Kumar <aryan5v@users.noreply.github.com>
Co-authored-by: alexzms <3036648523@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-05-09 12:20:43 -07:00 |
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Shao Duan
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f6396fb8c6
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[feat] Add fastvideo.eval video evaluation suite (#1305)
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2026-05-07 20:31:15 -07:00 |
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William Lin
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140bd1a6cf
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[misc]: standardize install instructions on uv pip install (#1279)
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2026-05-02 12:45:50 -07:00 |
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William Lin
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c77a76c6af
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[feat] Stable Audio Open 1.0: T2A + A2A + RePaint inpainting (native) (#1260)
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2026-05-01 00:07:11 -07:00 |
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alexzms
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d14d5aadea
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[feat] Cosmos 2.5 training support in fastvideo.train (#1224)
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2026-05-01 01:15:02 +00:00 |
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William Lin
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145a3f166b
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[feat] [4/n] Improve API: refactor sampling param and merge with presets (#1234)
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2026-04-16 14:10:02 -07:00 |
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William Lin
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c591d6d2a6
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[feat] [2/n] Improve API: add initial support in video_generator (#1220)
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2026-04-06 10:33:54 -07:00 |
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vishruthb
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5789955bbe
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[feat] add gen3c (cosmos-7b) model and pipeline support (#1059)
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2026-04-01 11:42:02 +00:00 |
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alexzms
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2085a4fc4a
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[bugfix]: fix VAE temporal tiling blend corruption in tiled_encode (#1181)
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2026-03-29 23:12:42 +00:00 |
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alexzms
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30129a3350
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[misc]: reorganize training configs and add documentation (#1177)
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2026-03-26 16:38:31 -07:00 |
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alexzms
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71bfc13d75
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[feat]: add HunyuanVideo model plugin for fastvideo/train framework (#1175)
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2026-03-24 16:49:51 -07:00 |
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alexzms
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14261bc98c
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[feat] pre-commit support 120 col num (#1167)
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2026-03-11 20:19:30 -07:00 |
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alexzms
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d92858659d
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[feat] Self-Forcing methods in refactored training infra (#1164)
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2026-03-09 20:20:59 -07:00 |
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1a383f3f66
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[refactor] train v1 clean up
Co-authored-by: alexzms <3036648523@qq.com>
Co-authored-by: Peiyuan Zhang <a1286225768@slurm-h200-204-215.slurm-compute.tenant-slurm.svc.cluster.local>
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2026-03-09 18:58:56 -07:00 |
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