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nvlabs--longlive/configs/inference_sp.yaml
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2026-07-13 12:31:40 +08:00

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# Ulysses sequence-parallel inference config for Wan2.2-TI2V-5B.
#
# Example launch:
# torchrun --nproc_per_node=4 inference_sp.py --config_path configs/inference_sp.yaml
model_kwargs:
model_name: Wan2.2-TI2V-5B
timestep_shift: 5.0
num_frame_per_block: 8
local_attn_size: 32
sp_size: 4
dp_size: 1
auto_sp_remainder: false
model_num_heads: 24
use_ema: false
output_folder: videos/longlive2_sp
num_samples: 1
save_latents_only: false
data:
data_path: /path/to/longlive2/inference_prompts
image_or_video_shape:
- 1
- 128
- 48
- 44
- 80
inference:
sampling_steps: 4
sink_size: 8
guidance_scale: 1.0
multi_shot_sink: true
multi_shot_rope_offset: 8
checkpoints:
generator_ckpt: /path/to/longlive2/generator_checkpoint.pt
lora_ckpt: /path/to/longlive2/lora_checkpoint.pt
# Presence of this section enables LoRA inference; remove it for full-generator inference.
adapter:
type: lora
rank: 128
alpha: 128
dropout: 0.0
verbose: true
logging:
seed: 0