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Uploaded Fine-Tuned SD Model on Cartoon Image Dataset

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  1. README.md +66 -0
  2. checkpoint-10000/optimizer.bin +3 -0
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README.md ADDED
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+ ---
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+ base_model: stabilityai/stable-diffusion-2-1
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+ library_name: diffusers
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+ license: creativeml-openrail-m
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+ inference: true
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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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+ - diffusers-training
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the training script had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+
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+ # Text-to-image finetuning - CasperLD/cartoon_generation_sd_v1
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+
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+ This pipeline was finetuned from **stabilityai/stable-diffusion-2-1** on the **CasperLD/cartoons_with_blip_captions_512_max_3000_at_fg_s_sp** dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['cartoon character with big eyes']:
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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("CasperLD/cartoon_generation_sd_v1", torch_dtype=torch.float16)
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+ prompt = "cartoon character with big eyes"
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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: 25
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+ * Learning rate: 1e-05
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+ * Batch size: 4
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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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+
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+ ## Intended uses & limitations
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+
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+ #### How to use
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+
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+ ```python
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+ # TODO: add an example code snippet for running this diffusion pipeline
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+ ```
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+
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+ #### Limitations and bias
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+
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+ [TODO: provide examples of latent issues and potential remediations]
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+
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+ ## Training details
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+
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+ [TODO: describe the data used to train the model]
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