End of training
Browse files- README.md +48 -0
- checkpoint-1000/optimizer.bin +3 -0
- checkpoint-1000/random_states_0.pkl +3 -0
- checkpoint-1000/scaler.pt +3 -0
- checkpoint-1000/scheduler.bin +3 -0
- checkpoint-1000/unet/config.json +65 -0
- checkpoint-1000/unet/diffusion_pytorch_model.bin +3 -0
- feature_extractor/preprocessor_config.json +28 -0
- model_index.json +33 -0
- safety_checker/config.json +168 -0
- safety_checker/pytorch_model.bin +3 -0
- scheduler/scheduler_config.json +15 -0
- text_encoder/config.json +25 -0
- text_encoder/pytorch_model.bin +3 -0
- tokenizer/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +33 -0
- tokenizer/vocab.json +0 -0
- unet/config.json +65 -0
- unet/diffusion_pytorch_model.bin +3 -0
- vae/config.json +31 -0
- vae/diffusion_pytorch_model.bin +3 -0
- val_imgs_grid.png +0 -0
README.md
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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
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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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# Text-to-image finetuning - iamkaikai/amazing-logos
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This pipeline was finetuned from **runwayml/stable-diffusion-v1-5** on the **iamkaikai/amazing_logos** dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['Simple elegant logo for a Digital Art, D A Circle, successful vibe, minimalist, thought-provoking, abstract, recognizable']:
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![val_imgs_grid](./val_imgs_grid.png)
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## Pipeline usage
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You can use the pipeline like so:
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```python
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from diffusers import DiffusionPipeline
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import torch
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pipeline = DiffusionPipeline.from_pretrained("iamkaikai/amazing-logos", torch_dtype=torch.float16)
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prompt = "Simple elegant logo for a Digital Art, D A Circle, successful vibe, minimalist, thought-provoking, abstract, recognizable"
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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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## Training info
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These are the key hyperparameters used during training:
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* Epochs: 60
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* Learning rate: 1e-05
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* Batch size: 20
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* Gradient accumulation steps: 16
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* Image resolution: 512
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* Mixed-precision: fp16
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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/9soqeiq6).
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checkpoint-1000/optimizer.bin
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checkpoint-1000/scaler.pt
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checkpoint-1000/scheduler.bin
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checkpoint-1000/unet/config.json
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checkpoint-1000/unet/diffusion_pytorch_model.bin
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feature_extractor/preprocessor_config.json
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model_index.json
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safety_checker/config.json
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