patrickvonplaten
commited on
Commit
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6e1b3e5
1
Parent(s):
6d8ff37
correct vocab
Browse files- light_and_shadow.safetensors +3 -0
- run_lora +53 -0
light_and_shadow.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:15a630ab2255460b2e99b1e5a6765a1cedcd210e2ffca32474bd02df24232624
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size 151110122
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run_lora
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#!/usr/bin/env python3
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from diffusers import StableDiffusionPipeline, KDPM2DiscreteScheduler, StableDiffusionImg2ImgPipeline, HeunDiscreteScheduler, KDPM2AncestralDiscreteScheduler, DDIMScheduler, DPMSolverMultistepScheduler
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import time
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import os
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from huggingface_hub import HfApi
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# from compel import Compel
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import torch
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import sys
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from pathlib import Path
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import requests
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from PIL import Image
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from io import BytesIO
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# path = sys.argv[1]
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path = "runwayml/stable-diffusion-v1-5"
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# path = "stabilityai/stable-diffusion-2-1"
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api = HfApi()
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start_time = time.time()
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pipe = StableDiffusionPipeline.from_pretrained(path, torch_dtype=torch.float16)
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pipe.scheduler = DPMSolverMultistepScheduler.from_config(
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pipe.scheduler.config, use_karras_sigmas=True
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)
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pipe = pipe.to("cuda")
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pipe.load_lora_weights(".", weight_name="light_and_shadow.safetensors")
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prompt = "masterpiece, best quality, 1girl, at dusk"
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negative_prompt = ("(low quality, worst quality:1.4), (bad anatomy), (inaccurate limb:1.2), "
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"bad composition, inaccurate eyes, extra digit, fewer digits, (extra arms:1.2), large breasts")
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images = pipe(prompt=prompt,
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negative_prompt=negative_prompt,
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width=512,
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height=768,
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num_inference_steps=15,
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num_images_per_prompt=4,
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generator=torch.manual_seed(0)
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).images
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for i, image in enumerate(images):
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file_name = f"aa_{i}"
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path = os.path.join(Path.home(), "images", f"{file_name}.png")
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image.save(path)
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api.upload_file(
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path_or_fileobj=path,
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path_in_repo=path.split("/")[-1],
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repo_id="patrickvonplaten/images",
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repo_type="dataset",
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)
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print(f"https://huggingface.co/datasets/patrickvonplaten/images/blob/main/{file_name}.png")
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