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End of training

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  1. README.md +46 -0
  2. feature_extractor/preprocessor_config.json +28 -0
  3. logs/text2image-fine-tune/1697812362.2825003/events.out.tfevents.1697812362.57fbb5f3dda4.9139.1 +3 -0
  4. logs/text2image-fine-tune/1697812362.284519/hparams.yml +50 -0
  5. logs/text2image-fine-tune/1697812432.1474257/events.out.tfevents.1697812432.57fbb5f3dda4.9684.1 +3 -0
  6. logs/text2image-fine-tune/1697812432.1493955/hparams.yml +50 -0
  7. logs/text2image-fine-tune/1697826470.9124045/events.out.tfevents.1697826470.57fbb5f3dda4.132305.1 +3 -0
  8. logs/text2image-fine-tune/1697826470.9146626/hparams.yml +50 -0
  9. logs/text2image-fine-tune/1697827698.8459375/events.out.tfevents.1697827698.57fbb5f3dda4.140693.1 +3 -0
  10. logs/text2image-fine-tune/1697827698.8480704/hparams.yml +50 -0
  11. logs/text2image-fine-tune/1697830495.029364/events.out.tfevents.1697830495.57fbb5f3dda4.155379.1 +3 -0
  12. logs/text2image-fine-tune/1697830495.0317664/hparams.yml +50 -0
  13. logs/text2image-fine-tune/1697834144.6966555/events.out.tfevents.1697834144.57fbb5f3dda4.186754.1 +3 -0
  14. logs/text2image-fine-tune/1697834144.698602/hparams.yml +50 -0
  15. logs/text2image-fine-tune/events.out.tfevents.1697812362.57fbb5f3dda4.9139.0 +3 -0
  16. logs/text2image-fine-tune/events.out.tfevents.1697812432.57fbb5f3dda4.9684.0 +3 -0
  17. logs/text2image-fine-tune/events.out.tfevents.1697826470.57fbb5f3dda4.132305.0 +3 -0
  18. logs/text2image-fine-tune/events.out.tfevents.1697827698.57fbb5f3dda4.140693.0 +3 -0
  19. logs/text2image-fine-tune/events.out.tfevents.1697830495.57fbb5f3dda4.155379.0 +3 -0
  20. logs/text2image-fine-tune/events.out.tfevents.1697834144.57fbb5f3dda4.186754.0 +3 -0
  21. model_index.json +34 -0
  22. safety_checker/config.json +28 -0
  23. safety_checker/model.safetensors +3 -0
  24. scheduler/scheduler_config.json +14 -0
  25. text_encoder/config.json +25 -0
  26. text_encoder/model.safetensors +3 -0
  27. tokenizer/merges.txt +0 -0
  28. tokenizer/special_tokens_map.json +24 -0
  29. tokenizer/tokenizer_config.json +30 -0
  30. tokenizer/vocab.json +0 -0
  31. unet/config.json +68 -0
  32. unet/diffusion_pytorch_model.safetensors +3 -0
  33. vae/config.json +32 -0
  34. vae/diffusion_pytorch_model.safetensors +3 -0
  35. val_imgs_grid.png +0 -0
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: CompVis/stable-diffusion-v1-2
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+ datasets:
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+ - Ali-fb/martin_valen_dataset
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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 - Tochi2023/sd_martin_valen-model-v1-2_400_demo
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+
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+ This pipeline was finetuned from **CompVis/stable-diffusion-v1-2** on the **Ali-fb/martin_valen_dataset** dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['black hoodie with a front half zipper by martin valen']:
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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("Tochi2023/sd_martin_valen-model-v1-2_400_demo", torch_dtype=torch.float16)
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+ prompt = "black hoodie with a front half zipper by martin valen"
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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: 4
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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: 512
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+ * Mixed-precision: no
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+
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+ {
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+ "crop_size": {
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+ "height": 224,
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+ "width": 224
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+ },
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+ "do_center_crop": true,
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+ "do_convert_rgb": true,
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+ "do_normalize": true,
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+ "do_rescale": true,
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+ "do_resize": true,
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+ "feature_extractor_type": "CLIPFeatureExtractor",
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+ "image_mean": [
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+ 0.48145466,
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+ 0.4578275,
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+ 0.40821073
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+ ],
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+ "image_processor_type": "CLIPImageProcessor",
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+ "image_std": [
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+ 0.26862954,
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+ 0.26130258,
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+ 0.27577711
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+ ],
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+ "resample": 3,
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+ "rescale_factor": 0.00392156862745098,
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+ "size": {
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+ "shortest_edge": 224
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+ }
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+ }
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+ adam_beta1: 0.9
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+ adam_beta2: 0.999
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+ adam_epsilon: 1.0e-08
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+ adam_weight_decay: 0.01
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+ allow_tf32: false
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+ dataset_name: Ali-fb/martin_valen_dataset
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+ learning_rate: 1.0e-05
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+ local_rank: -1
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+ lr_warmup_steps: 0
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+ max_grad_norm: 1.0
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+ max_train_steps: 400
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+ mixed_precision: fp16
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+ noise_offset: 0
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+ non_ema_revision: null
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+ num_train_epochs: 134
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+ output_dir: sd_martin_valen-model-v1-2_400_demo
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+ prediction_type: null
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+ pretrained_model_name_or_path: CompVis/stable-diffusion-v1-2
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+ tracker_project_name: text2image-fine-tune
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+ train_batch_size: 1
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+ use_ema: true
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