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amazing-logos-v2

Text-to-Image
Diffusers
StableDiffusionPipeline
stable-diffusion
stable-diffusion-diffusers
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  1. .gitattributes +1 -0
  2. README.md +48 -0
  3. checkpoint-100000/optimizer.bin +3 -0
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  *.zst filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+
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+ ---
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+ license: creativeml-openrail-m
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+ base_model: runwayml/stable-diffusion-v1-5
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+ datasets:
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+ - iamkaikai/amazing_logos_v3
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+ tags:
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+ - stable-diffusion
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+ - stable-diffusion-diffusers
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+ - text-to-image
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+ - diffusers
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+ inference: true
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+ ---
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+
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+ # Text-to-image finetuning - iamkaikai/amazing-logos-v2
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+
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+ This pipeline was finetuned from **runwayml/stable-diffusion-v1-5** on the **iamkaikai/amazing_logos_v3** dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['Simple elegant logo for Digital Art, D A square terminal tech, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white', 'Simple elegant logo for Digital Art, D A arrow terminal tech, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white', 'Simple elegant logo for Digital Art, D A dots terminal tech, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white', 'Simple elegant logo for Digital Art, D A portal terminal tech, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white', 'Simple elegant logo for Digital Art, D A tech terminal tech, successful vibe, minimalist, thought-provoking, abstract, recognizable', 'Simple elegant logo for Digital Art, D A programming terminal tech, successful vibe, minimalist, thought-provoking, abstract, recognizable', 'Simple elegant logo for Digital Art, D A art terminal tech, successful vibe, minimalist, thought-provoking, abstract, recognizable', 'Simple elegant logo for Digital Art, D A digital terminal tech, successful vibe, minimalist, thought-provoking, abstract, recognizable', 'Simple elegant logo for DA, > A terminal tech, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white', 'Simple elegant logo for DA, D A portal art, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white', 'Simple elegant logo for DA, art tech school, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white', 'Simple elegant logo for DA, art tech school, successful vibe, minimalist, thought-provoking, abstract, recognizable', 'Simple elegant logo for DA, art tech school digital, successful vibe, minimalist, thought-provoking, abstract, recognizable', 'Simple elegant logo for DA, art tech school digital, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white', 'Simple elegant logo for DA, D A art tech, successful vibe, minimalist, thought-provoking, abstract, recognizable', 'Simple elegant logo for DA, D A digital art school, successful vibe, minimalist, thought-provoking, abstract, recognizable']:
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+
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+ ![val_imgs_grid](./val_imgs_grid.png)
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+
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+
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+ ## Pipeline usage
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+
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+ You can use the pipeline like so:
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+
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+ ```python
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+ from diffusers import DiffusionPipeline
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+ import torch
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+
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+ pipeline = DiffusionPipeline.from_pretrained("iamkaikai/amazing-logos-v2", torch_dtype=torch.float16)
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+ prompt = "Simple elegant logo for Digital Art, D A square terminal tech, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white"
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+ image = pipeline(prompt).images[0]
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+ image.save("my_image.png")
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+ ```
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+
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+ ## Training info
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+
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+ These are the key hyperparameters used during training:
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+
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+ * Epochs: 7
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+ * Learning rate: 1e-07
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+ * Batch size: 8
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+ * Gradient accumulation steps: 1
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+ * Image resolution: 512
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+ * Mixed-precision: fp16
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+
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+
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+ More information on all the CLI arguments and the environment are available on your [`wandb` run page](https://wandb.ai/iam-kai-kai/text2image-fine-tune/runs/v2iba1q6).
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