- VideoGenerator gains the convenience surface most basic examples use: from_pretrained(model,
num_gpus/*_cpu_offload/...) and generate_video(prompt, sampling_param=, **kwargs) -> result, on top
of the typed from_config/generate. Accepts SamplingParam.
- v2 examples matching the upstream convenience-API examples for the verified models: v2_basic.py
(Wan2.1) and v2_basic_self_forcing_causal.py (SF-causal).
- V2_PORTING_STATUS.md: honest per-family roadmap. Working: wan21, wan_causal, ltx2-distilled. Each
further model needs per-model work (FastWan: WanDMD to_gate_compress param mapping; TurboWan: RCM
consistency sampler; Wan2.2: MoE card; LTX2 base/i2v; new families: new cards/adapters; gated Flux2 /
local GEN3C / audio StableAudio / interactive MatrixGame blocked in this env).
