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hyeongjin99
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pcsp2

Text-to-Image
Diffusers
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StableDiffusionPipeline
stable-diffusion
stable-diffusion-diffusers
diffusers-training
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  1. README.md +66 -0
  2. checkpoint-10000/optimizer.bin +3 -0
  3. checkpoint-10000/random_states_0.pkl +3 -0
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README.md ADDED
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+ ---
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+ base_model: stable-diffusion-v1-5/stable-diffusion-v1-5
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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 - hyeongjin99/pcsp2
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+
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+ This pipeline was finetuned from **stable-diffusion-v1-5/stable-diffusion-v1-5** on the **hyeongjin99/pcsp_dataset_v4** dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['A conceptual, high-level representation of an inverse 2D photonic crystal structure featuring circular nano-scale voids, each with a radius of 122.5 nm and a refractive index of 1.4. When illuminated, this carefully arranged pattern reflects a red hue.']:
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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("hyeongjin99/pcsp2", torch_dtype=torch.float16)
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+ prompt = "A conceptual, high-level representation of an inverse 2D photonic crystal structure featuring circular nano-scale voids, each with a radius of 122.5 nm and a refractive index of 1.4. When illuminated, this carefully arranged pattern reflects a red hue."
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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: 790
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+ * Learning rate: 1e-05
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+ * Batch size: 1
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+ * Gradient accumulation steps: 4
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+ * Image resolution: 320
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+ * Mixed-precision: None
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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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