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README.md
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# Genshin_Impact_VENTI_Flex2_Lora
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## Installtion
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```bash
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pip install -U diffusers transformers torch sentencepiece peft controlnet-aux moviepy protobuf
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```
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## Demo
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```python
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#import os
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#os.environ['HF_ENDPOINT'] = 'https://hf-mirror.com'
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#### git clone https://huggingface.co/ostris/Flex.2-preview
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import torch
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from diffusers import AutoPipelineForText2Image
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from diffusers.utils import load_image
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#name_or_path = "ostris/Flex.2-preview"
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name_or_path = "Flex.2-preview"
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dtype = torch.bfloat16
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pipe = AutoPipelineForText2Image.from_pretrained(
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name_or_path,
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custom_pipeline=name_or_path,
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torch_dtype=dtype
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)
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pipe.load_lora_weights("Genshin_Impact_VENTI_Flex2_Lora/my_first_flex2_lora_v1_000001750.safetensors")
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pipe.enable_sequential_cpu_offload()
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import numpy as np
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from PIL import Image
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image = pipe(
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prompt="VENTI answer calls with headphones",
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inpaint_image=Image.fromarray(np.zeros((1024, 1024, 3)).astype(np.uint8)),
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inpaint_mask=Image.fromarray(np.ones((1024, 1024, 3), dtype=np.uint8) * 255),
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control_image=Image.fromarray(np.zeros((1024, 1024, 3)).astype(np.uint8)),
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control_strength=0.5,
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control_stop=0.33,
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height=1024,
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width=1024,
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guidance_scale=3.5,
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num_inference_steps=50,
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generator=torch.Generator("cpu").manual_seed(42)
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).images[0]
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image.save("calls_with_headphones.png")
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```
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