Commit Graph
34 Commits
Author SHA1 Message Date
Davids048andClaude Fable 5.1 0bcd15d5e2 [refactor]: delete FastVideoArgs, TrainingArgs, the flattening, and argparse
ResolvedGeneratorConfig is the only runtime config. It answers only its
typed fields, pipeline_config, mode, training_mode, and inference_mode;
the transitional flat-name fallback is gone.

Deleted: fastvideo/fastvideo_args.py (FastVideoArgs, TrainingArgs, their
argparse, prepare/set/get_current_fastvideo_args), the flat-name fallback,
generator_config_to_fastvideo_args and the other flattening helpers,
PipelineConfig/model-config/PreprocessConfig/SamplingParam add_cli_args,
configs/utils.py, and the tests of the deleted code.

Materialization builds the model's PipelineConfig directly from the typed
values through an explicit table of typed path to PipelineConfig mirror
attribute (PIPELINE_CONFIG_MIRRORS); PipelineConfig.from_source replaces
from_kwargs. flat_field metadata stays only on the fields behind the 24
from_pretrained keywords; a pipeline.experimental key that names a mirror
attribute, and pipeline.preset / preset_version / components.vae_weights,
are rejected during resolution. The training root keeps the DiT on the
device through a resolution step instead of a from_pretrained override.

The goldens snapshot the end-state objects (resolved config, PipelineConfig,
decisions, request); the cli category is gone. Against the 3f6893a0
goldens, every field matches except disable_autocast, boundary_ratio,
ltx2_vae_tiling (DESIGN section 9), and the fields that no longer exist.
The schema parity inventory classifies the typed GeneratorConfig paths.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012M91wnVFmPEvJ9h39r5BH7
2026-10-04 04:45:02 +00:00
Davids048andClaude Opus 5.5 00a8e5bcb6 [refactor]: build resolved configs in the modular trainer
- moduleloader builds the component-loading config and the inference
  config as resolved configs (_build_training_resolved_config and
  build_inference_resolved_config) instead of TrainingArgs objects mutated
  after construction; the transformer override, weights path, and
  teacher/critic flag are config values or load_module arguments.
  keep_checkpoint_component_config keeps the trainer's PipelineConfig view
  of the checkpoint-filled VAE and text-encoder configs.
- The validation callback builds its pipeline with
  from_pretrained(path, resolved_config=...) and forwards with a resolved
  config built per run; it no longer replaces or mutates the trainer's
  pipeline_config, and generator_overrides takes nested GeneratorConfig
  fields instead of flat names.
- Against the 3f6893a0 snapshots of the 67 trainer YAML files, every
  PipelineConfig and value matches except ltx2_vae_tiling (the model's
  vae_tiling) and the unread pretrained_model_name_or_path.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012M91wnVFmPEvJ9h39r5BH7
2026-10-03 06:19:13 +00:00
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
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 c3567eb468 [feat] add Minimax H3 sft pipeline (#1688) 2026-08-07 16:12:04 -07:00
Suhaan Khurana 05406c5d1b [misc]: consolidate dataset download scripts under examples/datasets/ (#1667) 2026-08-02 14:21:24 -07:00
William Lin 98d65835b5 [misc]: refresh stale sm_120-only validation notes in QAT recipes (#1655) 2026-07-27 19:35:29 -07:00
William Lin 422585d08f [misc]: add LTX-2.3 fine-tuning example recipes (#1651) 2026-07-27 18:42:44 -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
William Lin 5ae05b032e [misc]: add LTX-2 fine-tuning example recipes (#1645) 2026-07-27 11:11:49 -07:00
Lev NovitskiyandClaude Sonnet 5 8b23984c79 [feat] Add Kandinsky5 QAD training pipeline: data preprocessing, QAT finetune, QAT-aware DMD distillation (#1601)
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-26 02:59:21 -07:00
William Lin bf18371afe [feat] Enable LTX-2 NVFP4 linear and attention QAT fine-tuning (#1626) 2026-07-26 02:19:34 -07:00
William Lin 65f3b946b9 [feat] Add LTX-2 and LTX-2.3 fine-tuning to the modular trainer (#1624) 2026-07-20 11:58:39 -07:00
Zhang Peiyuan 191fcbf46c [feat] add qat docs (#1621) 2026-07-19 18:37:47 -07:00
9709b7513b [feat] Port NVFP4 QAT/QAD to modular train framework (#1619)
Co-authored-by: Peiyuan Zhang <email>

Co-authored-by: Peiyuan <a>
2026-07-18 15:01:09 -07:00
Guian FangandSolitaryThinker 970409962f [feat] Add AnyFlow any-step video distillation (pretrain + on-policy) (#1371)
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
2026-07-12 02:32:08 +00:00
Mingjia HuoandClaude Fable 5 4c08ffce49 [feat] World model training using third person games (#1443)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-10 05:09:07 +00:00
Kaiqin KongandSolitaryThinker f037351146 [feat] Add Clean-history Teacher Forcing and Causal Consistency Distillation (#1505)
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>
2026-07-07 08:13:11 +00:00
William Lin 78d606a3a7 [feat]: make VSA tile cache configurable for training (#1444) 2026-06-28 02:18:31 -07:00
Junda SuandPeiyuan Zhang 5854aec2ce [feat] Add Wan RL DiffusionNFT training (#1450)
Co-authored-by: Peiyuan Zhang <a1286225768@gmail.com>
2026-06-11 21:18:59 -07:00
Mingjia Huo 63030cf6ec [fix] Fix causal self-forcing attention settings (#1355) 2026-05-17 22:59:47 -07:00
Kaiqin Kongandmergify[bot] 773d44b875 [misc] Rename MatrixGame to MatrixGame2 (#1357)
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-17 22:57:03 -07:00
1df513922f [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>
2026-05-17 14:49:13 -07:00
d6dfe95466 [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>
2026-05-11 05:13:12 +00:00
f633e30ebb [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>
2026-05-09 12:20:43 -07:00
alexzms d14d5aadea [feat] Cosmos 2.5 training support in fastvideo.train (#1224) 2026-05-01 01:15:02 +00:00
alexzms 2085a4fc4a [bugfix]: fix VAE temporal tiling blend corruption in tiled_encode (#1181) 2026-03-29 23:12:42 +00:00
alexzms 30129a3350 [misc]: reorganize training configs and add documentation (#1177) 2026-03-26 16:38:31 -07:00
alexzms 71bfc13d75 [feat]: add HunyuanVideo model plugin for fastvideo/train framework (#1175) 2026-03-24 16:49:51 -07:00
alexzms 14261bc98c [feat] pre-commit support 120 col num (#1167) 2026-03-11 20:19:30 -07:00
alexzms d92858659d [feat] Self-Forcing methods in refactored training infra (#1164) 2026-03-09 20:20:59 -07:00
1a383f3f66 [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>
2026-03-09 18:58:56 -07:00
alexzmsandPeiyuan Zhang bc27a032c5 [feat] Refactor training framework into fastvideo/train (#1159)
Co-authored-by: Peiyuan Zhang <a1286225768@gmail.com>
2026-03-09 15:16:42 -07:00