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hao-ai-lab-FastVideo/scripts/inference/inference_hunyuan_STA.sh
2025-02-21 14:16:28 -08:00

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#!/bin/bash
# Inference with STA + Teacache
num_gpus=1 # currently it should be a factor of 30
mask_strategy_file_path=assets/mask_strategy_hunyuan.json
export MODEL_BASE=data/hunyuan
rel_l1_thresh=0.15
CUDA_VISIBLE_DEVICES=0,1,2,3 torchrun --nnodes=1 --nproc_per_node=$num_gpus --master_port 29603 \
fastvideo/sample/sample_t2v_hunyuan_STA.py \
--height 768 \
--width 1280 \
--num_frames 117 \
--num_inference_steps 50 \
--guidance_scale 1 \
--embedded_cfg_scale 6 \
--flow_shift 7 \
--flow-reverse \
--prompt ./assets/prompt.txt \
--seed 12345 \
--output_path outputs_video/hunyuan_STA/ \
--model_path $MODEL_BASE \
--mask_strategy_file_path $mask_strategy_file_path \
--rel_l1_thresh $rel_l1_thresh \
--dit-weight ${MODEL_BASE}/hunyuan-video-t2v-720p/transformers/mp_rank_00_model_states.pt \
--vae-sp \
--enable_teacache
# Inference with STA only
num_gpus=1
mask_strategy_file_path=assets/mask_strategy_hunyuan.json
export MODEL_BASE=data/hunyuan
CUDA_VISIBLE_DEVICES=1 torchrun --nnodes=1 --nproc_per_node=$num_gpus --master_port 29603 \
fastvideo/sample/sample_t2v_hunyuan_STA.py \
--height 768 \
--width 1280 \
--num_frames 117 \
--num_inference_steps 50 \
--guidance_scale 1 \
--embedded_cfg_scale 6 \
--flow_shift 7 \
--flow-reverse \
--prompt ./assets/prompt.txt \
--seed 12345 \
--output_path outputs_video/hunyuan_STA/ \
--model_path $MODEL_BASE \
--mask_strategy_file_path $mask_strategy_file_path \
--dit-weight ${MODEL_BASE}/hunyuan-video-t2v-720p/transformers/mp_rank_00_model_states.pt \
--vae-sp \
--enable_torch_compile