End of training

README.md

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+
+---
+license: creativeml-openrail-m
+base_model: ekshat/stable-diffusion-anime-style
+datasets:
+- lambdalabs/naruto-blip-captions
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+- diffusers
+inference: true
+---
+    
+# Text-to-image finetuning - ekshat/Stable_Diffussion_Anime_Style
+
+This pipeline was finetuned from **ekshat/stable-diffusion-anime-style** on the **lambdalabs/naruto-blip-captions** dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['A person with blue eyes.']: 
+
+![val_imgs_grid](./val_imgs_grid.png)
+
+
+## Pipeline usage
+
+You can use the pipeline like so:
+
+```python
+from diffusers import DiffusionPipeline
+import torch
+
+pipeline = DiffusionPipeline.from_pretrained("ekshat/Stable_Diffussion_Anime_Style", torch_dtype=torch.float16)
+prompt = "A person with blue eyes."
+image = pipeline(prompt).images[0]
+image.save("my_image.png")
+```
+
+## Training info
+
+These are the key hyperparameters used during training:
+
+* Epochs: 1
+* Learning rate: 2e-06
+* Batch size: 2
+* Gradient accumulation steps: 1
+* Image resolution: 512
+* Mixed-precision: fp16
+

feature_extractor/preprocessor_config.json

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+{
+  "crop_size": {
+    "height": 224,
+    "width": 224
+  },
+  "do_center_crop": true,
+  "do_convert_rgb": true,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "feature_extractor_type": "CLIPFeatureExtractor",
+  "image_mean": [
+    0.48145466,
+    0.4578275,
+    0.40821073
+  ],
+  "image_processor_type": "CLIPImageProcessor",
+  "image_std": [
+    0.26862954,
+    0.26130258,
+    0.27577711
+  ],
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "shortest_edge": 224
+  }
+}

model_index.json

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+{
+  "_class_name": "StableDiffusionPipeline",
+  "_diffusers_version": "0.22.0.dev0",
+  "_name_or_path": "ekshat/stable-diffusion-anime-style",
+  "feature_extractor": [
+    "transformers",
+    "CLIPImageProcessor"
+  ],
+  "requires_safety_checker": true,
+  "safety_checker": [
+    "stable_diffusion",
+    "StableDiffusionSafetyChecker"
+  ],
+  "scheduler": [
+    "diffusers",
+    "PNDMScheduler"
+  ],
+  "text_encoder": [
+    "transformers",
+    "CLIPTextModel"
+  ],
+  "tokenizer": [
+    "transformers",
+    "CLIPTokenizer"
+  ],
+  "unet": [
+    "diffusers",
+    "UNet2DConditionModel"
+  ],
+  "vae": [
+    "diffusers",
+    "AutoencoderKL"
+  ]
+}

results/text2image-fine-tune/1696223303.228846/events.out.tfevents.1696223303.e9ff7e0f3622.1384.1

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results/text2image-fine-tune/1696223303.2305017/hparams.yml

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+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+cache_dir: null
+caption_column: text
+center_crop: false
+checkpointing_steps: 7000
+checkpoints_total_limit: null
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: lambdalabs/naruto-blip-captions
+enable_xformers_memory_efficient_attention: true
+gradient_accumulation_steps: 1
+gradient_checkpointing: true
+hub_model_id: null
+hub_token: null
+image_column: image
+input_perturbation: 0
+learning_rate: 2.0e-06
+local_rank: -1
+logging_dir: ./results
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_samples: null
+max_train_steps: 1
+mixed_precision: fp16
+noise_offset: 0
+non_ema_revision: null
+num_train_epochs: 1
+output_dir: /content/Stable_Diffussion_Anime_Style
+prediction_type: null
+pretrained_model_name_or_path: ekshat/stable-diffusion-anime-style
+push_to_hub: true
+random_flip: false
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+scale_lr: false
+seed: null
+snr_gamma: null
+tracker_project_name: text2image-fine-tune
+train_batch_size: 2
+train_data_dir: null
+use_8bit_adam: true
+use_ema: false
+validation_epochs: 5

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results/text2image-fine-tune/1696224022.2095828/hparams.yml

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+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+cache_dir: null
+caption_column: text
+center_crop: false
+checkpointing_steps: 7000
+checkpoints_total_limit: null
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: lambdalabs/naruto-blip-captions
+enable_xformers_memory_efficient_attention: true
+gradient_accumulation_steps: 1
+gradient_checkpointing: true
+hub_model_id: null
+hub_token: null
+image_column: image
+input_perturbation: 0
+learning_rate: 2.0e-06
+local_rank: -1
+logging_dir: ./results
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_samples: null
+max_train_steps: 1
+mixed_precision: fp16
+noise_offset: 0
+non_ema_revision: null
+num_train_epochs: 1
+output_dir: /content/Stable_Diffussion_Anime_Style
+prediction_type: null
+pretrained_model_name_or_path: ekshat/stable-diffusion-anime-style
+push_to_hub: true
+random_flip: false
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+scale_lr: false
+seed: null
+snr_gamma: null
+tracker_project_name: text2image-fine-tune
+train_batch_size: 2
+train_data_dir: null
+use_8bit_adam: true
+use_ema: false
+validation_epochs: 5

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safety_checker/config.json

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scheduler/scheduler_config.json

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text_encoder/config.json

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+  "_name_or_path": "ekshat/stable-diffusion-anime-style",
+  "architectures": [
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+  "vocab_size": 49408
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tokenizer/special_tokens_map.json

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tokenizer/tokenizer_config.json

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