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-prompts = ["a photograph of an astronaut riding a horse"] - -pipe = StableDiffusionPipeline.from_pretrained("CompVis/stable-diffusion-v1-3", revision="fp16", torch_dtype=torch.float16, use_auth_token=True) # make sure you're logged in with `huggingface-cli login` -#scheduler = DDIMScheduler(beta_start=0.00085, beta_end=0.012, beta_schedule="scaled_linear", clip_sample=False, set_alpha_to_one=False) -#pipe.scheduler = scheduler -pipe.to("cuda") - -all_images = [] -num_rows = 1 -num_columns = 4 -for prompt in prompts: - with autocast("cuda"): - images = pipe(num_columns * [prompt], guidance_scale=7.5, output_type="np")["sample"] # image here is in [PIL format](https://pillow.readthedocs.io/en/stable/) - all_images.append(torch.from_numpy(images)) - -# additionally, save as grid -grid = torch.stack(all_images, 0) -grid = rearrange(grid, 'n b h w c -> (n b) h w c') -grid = rearrange(grid, 'n h w c -> n c h w') -grid = make_grid(grid, nrow=num_rows) - -# to image -grid = 255. * rearrange(grid, 'c h w -> h w c').cpu().numpy() -image = Image.fromarray(grid.astype(np.uint8)) - -image.save(f"../images/diffusers/batch_{round(time())}.png") diff --git a/example_1_321.png b/example_1_321.png deleted file mode 100644 index 4cecd0ef9dde9750c5d3ba82e5696fc50c82093a..0000000000000000000000000000000000000000 --- a/example_1_321.png +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9af8a29961581fd86cbb005737335990b0704ba0f91b2b2d0567a79736a8ed4b -size 330438 diff --git a/flax/image.png b/flax/image.png deleted file mode 100644 index f079a40159f5cd400bb1750629c6475884db3ba5..0000000000000000000000000000000000000000 --- a/flax/image.png +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:25c0db616d8373ebe11e2e332759c1ea7077e9af6f347cb2d38aa2630e5a18c6 -size 336344 diff --git a/forest/sample_dpm_2.png b/forest/sample_dpm_2.png deleted file mode 100644 index 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index 4d5f155d54a7ff6cfec47a176dab8dd68db1366f..0000000000000000000000000000000000000000 --- a/run.py +++ /dev/null @@ -1,16 +0,0 @@ -#!/usr/bin/env python3 -from diffusers import StableDiffusionPipeline -import torch - -model_ids = ["nitrosocke/Arcane-Diffusion", "nitrosocke/spider-verse-diffusion", "nitrosocke/mo-di-diffusion", "nitrosocke/archer-diffusion", "nitrosocke/elden-ring-diffusion"] -prompts = ["arcane style", "spiderverse style", "modern disney style", "archer style", "elden ring style"] - - -for model_id, prompt in zip(model_ids, prompts): - pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16) - pipe = pipe.to("cuda") - - prompt = f"a magical princess with golden hair, {prompt}" - image = pipe(prompt).images[0] - - image.save(f"./magical_princess_{model_id.split('/')[-1]}.png") diff --git a/scheduler_k_diffusion_comp/a_astronaut_riding_horse/hf_sample_dpm_2.png b/scheduler_k_diffusion_comp/a_astronaut_riding_horse/hf_sample_dpm_2.png deleted 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