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hao-ai-lab-FastVideo/v2/version.py
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SolitaryThinker b2d55a7ba0 [refactor] v2: full vendor cutover — copy fastvideo modeling + layer code into v2 (zero fastvideo imports)
Replace the re-export stubs with real vendored copies of the fastvideo modeling
+ layer + supporting infra, for the kept diffusion models (wan21, wan_causal,
ltx2, flux2, matrixgame2). v2 now imports ZERO `fastvideo.*` — it is
self-contained. (bagel/qwen_omni load from vllm_omni, an external pkg, not
fastvideo; cosmos3's load_id was already dangling — both out of scope here.)

Vendored (cp + `sed fastvideo. -> v2.`):
- models/  the 5 models' nn.Module dits/vaes/encoders/audio/upsamplers + the
           component loader/ + the lazy class registry (other families' rows are
           dormant/lazy — only the 5 resolve).
- layers/ attention/ platforms/ distributed/ configs/ logging_utils/ hooks/
  third_party/pynvml + top-level forward_context/fastvideo_args/envs/logger/
  utils/version — copied verbatim (layers et al. 'as is').
- api/  slimmed to schema + results (the VideoGenerator's config dataclasses);
  the fastvideo parser/presets/overrides (which pull the pipeline runtime) are
  intentionally NOT vendored — v2 has its own runtime/loop.

Decoupling surgery (cut the loader's coupling to the fastvideo runtime):
- configs/pipeline_registry.py (vendored from fastvideo/registry.py, renamed to
  avoid colliding with v2/registry.py): dropped the _register_presets() auto-call
  and matrixgame3 (removed model); config-class resolution preserved.
- configs/pipelines/__init__.py: dropped the registry back-edge (fixes an import
  cycle) — base.py imports the registry lazily where used.
- torch_backend: load_component now uses v2.models.loader.

The only remaining external 'fastvideo*' refs are `fastvideo_kernel` (the
separate optional CUDA-kernel pkg for sparse/MoBA attention) — guarded; the dense
TORCH_SDPA path v2 uses never imports it.

Vendored subtrees added to the pre-commit exclude (faithful copies, mirroring the
existing fastvideo/models exclusion — not re-linted, to stay re-syncable).

Verified: grep finds zero fastvideo-package imports in v2/; Wan2.1 T2V on H100 is
BIT-IDENTICAL to the fastvideo-backed path (same .npy SHA256, byte-for-byte); CPU
mini 156 (154 passed + 2 env-skipped on x86, torch present). Backup: branch v2_backup.
2026-07-04 17:15:34 +00:00

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