End of training

README.md

@@ -1,8 +1,8 @@
 
 ---
 license: creativeml-openrail-m
-base_model: lodestones/fluffyrock-NoPE-pytorch
-instance_prompt: handsome sks unicorn with gray fur
+base_model: stablediffusionapi/bb95-furry-mix
+instance_prompt: realistic sks unicorn with gray fur
 tags:
 - stable-diffusion
 - stable-diffusion-diffusers
@@ -14,7 +14,7 @@ inference: true
     
 # DreamBooth - EquusSilvermane/character_model
 
-This is a dreambooth model derived from lodestones/fluffyrock-NoPE-pytorch. The weights were trained on handsome sks unicorn with gray fur using [DreamBooth](https://dreambooth.github.io/).
+This is a dreambooth model derived from stablediffusionapi/bb95-furry-mix. The weights were trained on realistic sks unicorn with gray fur using [DreamBooth](https://dreambooth.github.io/).
 You can find some example images in the following. 
 
 

checkpoint-1000/optimizer.bin

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checkpoint-1000/unet/config.json

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 {
   "_class_name": "UNet2DConditionModel",
   "_diffusers_version": "0.22.0.dev0",
-  "_name_or_path": "lodestones/fluffyrock-NoPE-pytorch",
+  "_name_or_path": "stablediffusionapi/bb95-furry-mix",
   "act_fn": "silu",
   "addition_embed_type": null,
   "addition_embed_type_num_heads": 64,
@@ -63,6 +63,5 @@
     "CrossAttnUpBlock2D"
   ],
   "upcast_attention": false,
-  "use_linear_projection": false,
-  "use_memory_efficient": true
+  "use_linear_projection": false
 }

checkpoint-1000/unet/diffusion_pytorch_model.safetensors

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checkpoint-500/optimizer.bin

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checkpoint-500/unet/config.json

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 {
   "_class_name": "UNet2DConditionModel",
   "_diffusers_version": "0.22.0.dev0",
-  "_name_or_path": "lodestones/fluffyrock-NoPE-pytorch",
+  "_name_or_path": "stablediffusionapi/bb95-furry-mix",
   "act_fn": "silu",
   "addition_embed_type": null,
   "addition_embed_type_num_heads": 64,
@@ -63,6 +63,5 @@
     "CrossAttnUpBlock2D"
   ],
   "upcast_attention": false,
-  "use_linear_projection": false,
-  "use_memory_efficient": true
+  "use_linear_projection": false
 }

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logs/dreambooth/1695698953.6691346/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
+center_crop: false
+checkpointing_steps: 500
+checkpoints_total_limit: null
+class_data_dir: class_data
+class_labels_conditioning: null
+class_prompt: realistic unicorn with gray fur
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: true
+gradient_accumulation_steps: 1
+gradient_checkpointing: true
+hub_model_id: null
+hub_token: null
+instance_data_dir: character_refs
+instance_prompt: realistic sks unicorn with gray fur
+learning_rate: 2.0e-06
+local_rank: -1
+logging_dir: logs
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 100
+mixed_precision: null
+num_class_images: 10
+num_train_epochs: 10
+num_validation_images: 4
+offset_noise: false
+output_dir: character_model
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: lodestones/fluffyrock-NoPE-pytorch
+prior_generation_precision: null
+prior_loss_weight: 1.0
+push_to_hub: true
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+set_grads_to_none: true
+skip_save_text_encoder: false
+snr_gamma: null
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: true
+validation_prompt: null
+validation_scheduler: DPMSolverMultistepScheduler
+validation_steps: 100
+with_prior_preservation: true

logs/dreambooth/1695702013.34078/events.out.tfevents.1695702013.29e6ce26be60.42026.1

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logs/dreambooth/1695702013.3461285/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
+center_crop: false
+checkpointing_steps: 500
+checkpoints_total_limit: null
+class_data_dir: class_data
+class_labels_conditioning: null
+class_prompt: realistic unicorn with gray fur
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: true
+gradient_accumulation_steps: 1
+gradient_checkpointing: true
+hub_model_id: null
+hub_token: null
+instance_data_dir: character_refs
+instance_prompt: realistic sks unicorn with gray fur
+learning_rate: 2.0e-06
+local_rank: -1
+logging_dir: logs
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 1000
+mixed_precision: null
+num_class_images: 200
+num_train_epochs: 5
+num_validation_images: 4
+offset_noise: false
+output_dir: character_model
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: stablediffusionapi/bb95-furry-mix
+prior_generation_precision: null
+prior_loss_weight: 1.0
+push_to_hub: true
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: null
+set_grads_to_none: true
+skip_save_text_encoder: false
+snr_gamma: null
+text_encoder_use_attention_mask: false
+tokenizer_max_length: null
+tokenizer_name: null
+train_batch_size: 1
+train_text_encoder: false
+use_8bit_adam: true
+validation_prompt: null
+validation_scheduler: DPMSolverMultistepScheduler
+validation_steps: 100
+with_prior_preservation: true

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model_index.json

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 {
   "_class_name": "StableDiffusionPipeline",
   "_diffusers_version": "0.22.0.dev0",
-  "_name_or_path": "lodestones/fluffyrock-NoPE-pytorch",
+  "_name_or_path": "stablediffusionapi/bb95-furry-mix",
   "feature_extractor": [
     "transformers",
     "CLIPFeatureExtractor"
   ],
   "requires_safety_checker": true,
   "safety_checker": [
-    null,
-    null
+    "stable_diffusion",
+    "StableDiffusionSafetyChecker"
   ],
   "scheduler": [
     "diffusers",
-    "DDPMScheduler"
+    "PNDMScheduler"
   ],
   "text_encoder": [
     "transformers",

scheduler/scheduler_config.json

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 {
-  "_class_name": "DDPMScheduler",
+  "_class_name": "PNDMScheduler",
   "_diffusers_version": "0.22.0.dev0",
   "beta_end": 0.012,
   "beta_schedule": "scaled_linear",
   "beta_start": 0.00085,
   "clip_sample": false,
-  "clip_sample_range": 1.0,
-  "dynamic_thresholding_ratio": 0.995,
   "num_train_timesteps": 1000,
-  "prediction_type": "v_prediction",
-  "sample_max_value": 1.0,
-  "steps_offset": 0,
-  "thresholding": false,
+  "prediction_type": "epsilon",
+  "set_alpha_to_one": false,
+  "skip_prk_steps": true,
+  "steps_offset": 1,
   "timestep_spacing": "leading",
-  "trained_betas": null,
-  "variance_type": "fixed_small"
+  "trained_betas": null
 }

text_encoder/config.json

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 {
-  "_name_or_path": "lodestones/fluffyrock-NoPE-pytorch",
+  "_name_or_path": "stablediffusionapi/bb95-furry-mix",
   "architectures": [
     "CLIPTextModel"
   ],

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unet/config.json

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 {
   "_class_name": "UNet2DConditionModel",
   "_diffusers_version": "0.22.0.dev0",
-  "_name_or_path": "lodestones/fluffyrock-NoPE-pytorch",
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   "act_fn": "silu",
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   ],
   "upcast_attention": false,
-  "use_linear_projection": false,
-  "use_memory_efficient": true
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 }

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vae/config.json

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 {
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