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fix load lora

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This commit is contained in:
mi804
2026-02-10 15:06:04 +08:00
parent 888caf8b88
commit 2f22e598b7
14 changed files with 42 additions and 84 deletions
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9
examples/ltx2/model_inference/LTX-2-T2AV-Camera-Control-Static.py
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@@ -1,7 +1,6 @@
import torch
from diffsynth.pipelines.ltx2_audio_video import LTX2AudioVideoPipeline, ModelConfig
from diffsynth.utils.data.media_io_ltx2 import write_video_audio_ltx2
from modelscope import snapshot_download
vram_config = {
"offload_dtype": torch.bfloat16,
@@ -24,12 +23,10 @@ pipe = LTX2AudioVideoPipeline.from_pretrained(
tokenizer_config=ModelConfig(model_id="google/gemma-3-12b-it-qat-q4_0-unquantized"),
stage2_lora_config=ModelConfig(model_id="Lightricks/LTX-2", origin_file_pattern="ltx-2-19b-distilled-lora-384.safetensors"),
)
snapshot_download(
"Lightricks/LTX-2-19b-LoRA-Camera-Control-Static",
local_dir="models/Lightricks/LTX-2-19b-LoRA-Camera-Control-Static",
allow_file_pattern="ltx-2-19b-lora-camera-control-static.safetensors",
pipe.load_lora(
pipe.dit,
ModelConfig(model_id="Lightricks/LTX-2-19b-LoRA-Camera-Control-Static", origin_file_pattern="ltx-2-19b-lora-camera-control-static.safetensors"),
)
pipe.load_lora(pipe.dit, "models/Lightricks/LTX-2-19b-LoRA-Camera-Control-Static/ltx-2-19b-lora-camera-control-static.safetensors", alpha=1.0, hotload=True)
prompt = "A beautiful sunset over the ocean."
negative_prompt = (
"blurry, out of focus, overexposed, underexposed, low contrast, washed out colors, excessive noise, "