model v2 upload

.gitattributes

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 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
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+DeathNote_v2_4k.ckpt filter=lfs diff=lfs merge=lfs -text

DeathNote_v2_4k.ckpt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:337a3714e2789fa96915557db014d4f9c4e51ce1f583b27de182be5a304cb50a
+size 2132856622

README.md

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+---
+license: creativeml-openrail-m
+---
+# DeathNote Diffusion
+<p>This is the fine-tuned Stable Diffusion model trained on images from the anime Death Note.<br/>
+The following tokens will add their corresponding concept :<br/>
+<ul>
+	<li>**DeathNote notebook** : the Deathnote itself</li>
+	<li>**Light Yagami** man : Light Yagami, main character</li>
+	<li>**Ryuk** demon : Ryuk, Shinigami</li>
+	<li>**LLawliet** man : L, "full" name</li>
+	<li>**Misa Amane** girl : Second Kira</li>
+	<li>**Soichiro Yagami** man : Soichiro, Father of Light, Policeman</li>
+	<li>**Sayou Yagami** girl : Sayou, sister of Light</li>
+	<li>**Raye Penber** man : Raye, FBI Agent</li>
+	<li>**Naomi Misora** girl : Naomi, fiance of Raye</li>
+	<li>**DNStyle style** : style of the anime</li>
+</ul>
+
+### 🧨 Diffusers
+
+This model can be used just like any other Stable Diffusion model. For more information,
+please have a look at the [Stable Diffusion](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion).
+
+You can also export the model to [ONNX](https://huggingface.co/docs/diffusers/optimization/onnx), [MPS](https://huggingface.co/docs/diffusers/optimization/mps) and/or [FLAX/JAX]().
+
+```python
+from diffusers import StableDiffusionPipeline
+import torch
+
+model_id = "Guizmus/DeathNote"
+pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
+pipe = pipe.to("cuda")
+
+prompt = "Ryuk demon, intricate, headshot, highly detailed"
+image = pipe(prompt).images[0]
+
+image.save("./Ryuk_demon.png")
+```

args.json

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+{
+  "pretrained_model_name_or_path": "runwayml/stable-diffusion-v1-5",
+  "pretrained_vae_name_or_path": "stabilityai/sd-vae-ft-mse",
+  "tokenizer_name": null,
+  "instance_data_dir": null,
+  "class_data_dir": null,
+  "instance_prompt": null,
+  "class_prompt": null,
+  "save_sample_prompt": "Misa Amane girl",
+  "save_sample_negative_prompt": null,
+  "n_save_sample": 4,
+  "save_guidance_scale": 7.5,
+  "save_infer_steps": 50,
+  "with_prior_preservation": true,
+  "prior_loss_weight": 1.0,
+  "num_class_images": 50,
+  "output_dir": "/content/drive/MyDrive/drive/MyDrive/DBOutput/DeathNote",
+  "seed": 1337,
+  "resolution": 512,
+  "center_crop": false,
+  "train_text_encoder": true,
+  "train_batch_size": 1,
+  "sample_batch_size": 2,
+  "num_train_epochs": 10,
+  "max_train_steps": 5000,
+  "gradient_accumulation_steps": 1,
+  "gradient_checkpointing": false,
+  "learning_rate": 1e-06,
+  "scale_lr": false,
+  "lr_scheduler": "constant",
+  "lr_warmup_steps": 0,
+  "use_8bit_adam": true,
+  "adam_beta1": 0.9,
+  "adam_beta2": 0.999,
+  "adam_weight_decay": 0.01,
+  "adam_epsilon": 1e-08,
+  "max_grad_norm": 1.0,
+  "push_to_hub": false,
+  "hub_token": null,
+  "hub_model_id": null,
+  "logging_dir": "logs",
+  "log_interval": 10,
+  "save_interval": 1000,
+  "save_min_steps": 0,
+  "mixed_precision": "fp16",
+  "not_cache_latents": false,
+  "local_rank": -1,
+  "concepts_list": [
+    {
+      "instance_prompt": "DeathNote notebook",
+      "instance_data_dir": "drive/MyDrive/datasets/DeathNote/Notebook",
+      "class_prompt": "anime notebook",
+      "class_data_dir": "drive/MyDrive/datasets/Regularisation/AnimeNotebook"
+    },
+    {
+      "instance_prompt": "Light Yagami man",
+      "instance_data_dir": "drive/MyDrive/datasets/DeathNote/LightYagami",
+      "class_prompt": "anime man",
+      "class_data_dir": "drive/MyDrive/datasets/Regularisation/AnimeMan"
+    },
+    {
+      "instance_prompt": "Ryuk demon",
+      "instance_data_dir": "drive/MyDrive/datasets/DeathNote/Ryuk",
+      "class_prompt": "anime demon",
+      "class_data_dir": "drive/MyDrive/datasets/Regularisation/AnimeDemon"
+    },
+    {
+      "instance_prompt": "Sayou Yagami girl",
+      "instance_data_dir": "drive/MyDrive/datasets/DeathNote/SayouYagami",
+      "class_prompt": "anime girl",
+      "class_data_dir": "drive/MyDrive/datasets/Regularisation/AnimeGirl"
+    },
+    {
+      "instance_prompt": "LLawliet man",
+      "instance_data_dir": "drive/MyDrive/datasets/DeathNote/LLawliet",
+      "class_prompt": "anime man",
+      "class_data_dir": "drive/MyDrive/datasets/Regularisation/AnimeMan"
+    },
+    {
+      "instance_prompt": "Naomi Misora girl",
+      "instance_data_dir": "drive/MyDrive/datasets/DeathNote/NaomiMisora",
+      "class_prompt": "anime girl",
+      "class_data_dir": "drive/MyDrive/datasets/Regularisation/AnimeGirl"
+    },
+    {
+      "instance_prompt": "Raye Penber man",
+      "instance_data_dir": "drive/MyDrive/datasets/DeathNote/RayePenber",
+      "class_prompt": "anime man",
+      "class_data_dir": "drive/MyDrive/datasets/Regularisation/AnimeMan"
+    },
+    {
+      "instance_prompt": "Soichiro Yagami man",
+      "instance_data_dir": "drive/MyDrive/datasets/DeathNote/SoichiroYagami",
+      "class_prompt": "anime man",
+      "class_data_dir": "drive/MyDrive/datasets/Regularisation/AnimeMan"
+    },
+    {
+      "instance_prompt": "Misa Amane girl",
+      "instance_data_dir": "drive/MyDrive/datasets/DeathNote/MisaAmane",
+      "class_prompt": "anime girl",
+      "class_data_dir": "drive/MyDrive/datasets/Regularisation/AnimeGirl"
+    },
+    {
+      "instance_prompt": "DNStyle style",
+      "instance_data_dir": "drive/MyDrive/datasets/DeathNote/DNStyle",
+      "class_prompt": "anime style",
+      "class_data_dir": "drive/MyDrive/datasets/Regularisation/AnimeStyle"
+    }
+  ]
+}

model_index.json

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+{
+  "_class_name": "StableDiffusionPipeline",
+  "_diffusers_version": "0.7.0.dev0",
+  "feature_extractor": [
+    "transformers",
+    "CLIPFeatureExtractor"
+  ],
+  "scheduler": [
+    "diffusers",
+    "DDIMScheduler"
+  ],
+  "text_encoder": [
+    "transformers",
+    "CLIPTextModel"
+  ],
+  "tokenizer": [
+    "transformers",
+    "CLIPTokenizer"
+  ],
+  "unet": [
+    "diffusers",
+    "UNet2DConditionModel"
+  ],
+  "vae": [
+    "diffusers",
+    "AutoencoderKL"
+  ]
+}