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* add gguf loading functions

* support wan22 distill

* support dynamic cfg for cfg_distill

* reformat files

* Fix

* Fix

* Fix

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Co-authored-by: gushiqiao <gushiqiao@sensetime.com>

* [bugs fixed] fixed bugs for cpu offload.

* [rename] rename causal_model -> causvid_model

* [feature] add prompt enhancer

* [feature] add prompt enhancer

* [rename] rename causal_model -> causvid_model

* [feature]: add support for Causvid inference

* [feature]: support long video generation for autoregressive wan2.1-t2v

* [feature]: support long video generation for autoregressive wan2.1-t2v

* Update wan_t2v_causal.json

* Update run_wan_t2v_causal.sh

* update readme for Wan2.1-T2V-CausVid

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Co-authored-by: Yang Yong(雍洋) <yongyang1030@163.com>

* [minor]: optimize dockerfile for fewer layer

* [feature]: add pre-commit lint, update readme for contribution guidance

* [minor]: fix run shell privileges

* [auto]: first lint without rule F, fix rule E

* [minor]: fix docker file error

Co-authored-by: gushiqiao <gushiqiao@sensetime.com>

* parallel attention

* Update run_hunyuan_t2v.sh

* Update main.py

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Co-authored-by: “de1star” <“843414674@qq.com”>
Co-authored-by: Yang Yong <yongyang1030@163.com>