End of training

README.md

@@ -1,8 +1,8 @@
 
 ---
 license: creativeml-openrail-m
-base_model: stablediffusionapi/bb95-furry-mix
-instance_prompt: handsome sks unicorn with gray fur and a gold horn
+base_model: lodestones/fluffyrock-NoPE-pytorch
+instance_prompt: handsome 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 stablediffusionapi/bb95-furry-mix. The weights were trained on handsome sks unicorn with gray fur and a gold horn using [DreamBooth](https://dreambooth.github.io/).
+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/).
 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",
+  "act_fn": "silu",
+  "addition_embed_type": null,
+  "addition_embed_type_num_heads": 64,
+  "addition_time_embed_dim": null,
+  "attention_head_dim": 8,
+  "attention_type": "default",
+  "block_out_channels": [
+    320,
+    640,
+    1280,
+    1280
+  ],
+  "center_input_sample": false,
+  "class_embed_type": null,
+  "class_embeddings_concat": false,
+  "conv_in_kernel": 3,
+  "conv_out_kernel": 3,
+  "cross_attention_dim": 768,
+  "cross_attention_norm": null,
+  "down_block_types": [
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "DownBlock2D"
+  ],
+  "downsample_padding": 1,
+  "dropout": 0.0,
+  "dual_cross_attention": false,
+  "encoder_hid_dim": null,
+  "encoder_hid_dim_type": null,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "in_channels": 4,
+  "layers_per_block": 2,
+  "mid_block_only_cross_attention": null,
+  "mid_block_scale_factor": 1,
+  "mid_block_type": "UNetMidBlock2DCrossAttn",
+  "norm_eps": 1e-05,
+  "norm_num_groups": 32,
+  "num_attention_heads": null,
+  "num_class_embeds": null,
+  "only_cross_attention": false,
+  "out_channels": 4,
+  "projection_class_embeddings_input_dim": null,
+  "resnet_out_scale_factor": 1.0,
+  "resnet_skip_time_act": false,
+  "resnet_time_scale_shift": "default",
+  "sample_size": 64,
+  "time_cond_proj_dim": null,
+  "time_embedding_act_fn": null,
+  "time_embedding_dim": null,
+  "time_embedding_type": "positional",
+  "timestep_post_act": null,
+  "transformer_layers_per_block": 1,
+  "up_block_types": [
+    "UpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D"
+  ],
+  "upcast_attention": false,
+  "use_linear_projection": false,
+  "use_memory_efficient": true
+}

checkpoint-1000/unet/diffusion_pytorch_model.safetensors

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

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logs/dreambooth/1695693285.452055/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: handsome 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: handsome 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: 0
+num_train_epochs: 200
+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
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+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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+lr_scheduler: constant
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+max_grad_norm: 1.0
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+num_train_epochs: 250
+num_validation_images: 4
+offset_noise: false
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+validation_prompt: null
+validation_scheduler: DPMSolverMultistepScheduler
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+with_prior_preservation: true

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+adam_weight_decay: 0.01
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+center_crop: false
+checkpointing_steps: 500
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+class_labels_conditioning: null
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+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: handsome 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
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+max_train_steps: 1000
+mixed_precision: null
+num_class_images: 10
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+offset_noise: false
+output_dir: character_model
+pre_compute_text_embeddings: false
+pretrained_model_name_or_path: lodestones/fluffyrock-NoPE-pytorch
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+push_to_hub: true
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+validation_scheduler: DPMSolverMultistepScheduler
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model_index.json

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

scheduler/scheduler_config.json

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 {
-  "_class_name": "PNDMScheduler",
+  "_class_name": "DDPMScheduler",
   "_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": "epsilon",
-  "set_alpha_to_one": false,
-  "skip_prk_steps": true,
-  "steps_offset": 1,
+  "prediction_type": "v_prediction",
+  "sample_max_value": 1.0,
+  "steps_offset": 0,
+  "thresholding": false,
   "timestep_spacing": "leading",
-  "trained_betas": null
+  "trained_betas": null,
+  "variance_type": "fixed_small"
 }

text_encoder/config.json

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 {
-  "_name_or_path": "stablediffusionapi/bb95-furry-mix",
+  "_name_or_path": "lodestones/fluffyrock-NoPE-pytorch",
   "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": "stablediffusionapi/bb95-furry-mix",
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   ],
   "upcast_attention": false,
-  "use_linear_projection": false
+  "use_linear_projection": false,
+  "use_memory_efficient": true
 }

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vae/config.json

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 {
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