Unverified Commit f57a2e07 authored by Dhruv Naik's avatar Dhruv Naik Committed by GitHub
Browse files

Fix Imagic example (#1520)

fix typo, remove incorrect arguments from .train()
parent 3ceaa280
...@@ -411,7 +411,7 @@ pipe = DiffusionPipeline.from_pretrained( ...@@ -411,7 +411,7 @@ pipe = DiffusionPipeline.from_pretrained(
custom_pipeline="imagic_stable_diffusion", custom_pipeline="imagic_stable_diffusion",
scheduler = DDIMScheduler(beta_start=0.00085, beta_end=0.012, beta_schedule="scaled_linear", clip_sample=False, set_alpha_to_one=False) scheduler = DDIMScheduler(beta_start=0.00085, beta_end=0.012, beta_schedule="scaled_linear", clip_sample=False, set_alpha_to_one=False)
).to(device) ).to(device)
generator = th.Generator("cuda").manual_seed(0) generator = torch.Generator("cuda").manual_seed(0)
seed = 0 seed = 0
prompt = "A photo of Barack Obama smiling with a big grin" prompt = "A photo of Barack Obama smiling with a big grin"
url = 'https://www.dropbox.com/s/6tlwzr73jd1r9yk/obama.png?dl=1' url = 'https://www.dropbox.com/s/6tlwzr73jd1r9yk/obama.png?dl=1'
...@@ -421,17 +421,15 @@ init_image = init_image.resize((512, 512)) ...@@ -421,17 +421,15 @@ init_image = init_image.resize((512, 512))
res = pipe.train( res = pipe.train(
prompt, prompt,
image=init_image, image=init_image,
guidance_scale=7.5,
num_inference_steps=50,
generator=generator) generator=generator)
res = pipe(alpha=1) res = pipe(alpha=1, guidance_scale=7.5, num_inference_steps=50)
os.makedirs("imagic", exist_ok=True) os.makedirs("imagic", exist_ok=True)
image = res.images[0] image = res.images[0]
image.save('./imagic/imagic_image_alpha_1.png') image.save('./imagic/imagic_image_alpha_1.png')
res = pipe(alpha=1.5) res = pipe(alpha=1.5, guidance_scale=7.5, num_inference_steps=50)
image = res.images[0] image = res.images[0]
image.save('./imagic/imagic_image_alpha_1_5.png') image.save('./imagic/imagic_image_alpha_1_5.png')
res = pipe(alpha=2) res = pipe(alpha=2, guidance_scale=7.5, num_inference_steps=50)
image = res.images[0] image = res.images[0]
image.save('./imagic/imagic_image_alpha_2.png') image.save('./imagic/imagic_image_alpha_2.png')
``` ```
......
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