End of training

README.md

@@ -2,21 +2,16 @@
 ---
 license: creativeml-openrail-m
 base_model: stabilityai/stable-diffusion-2-1
-instance_prompt: a photo of sks
 tags:
 - stable-diffusion
 - stable-diffusion-diffusers
 - text-to-image
 - diffusers
-- dreambooth
+- textual_inversion
 inference: true
 ---
     
-# DreamBooth - briannlongzhao/4
+# Textual inversion text2image fine-tuning - briannlongzhao/4
+These are textual inversion adaption weights for stabilityai/stable-diffusion-2-1. You can find some example images in the following. 
 
-This is a dreambooth model derived from stabilityai/stable-diffusion-2-1. The weights were trained on a photo of sks using [DreamBooth](https://dreambooth.github.io/).
-You can find some example images in the following. 
 
-
-
-DreamBooth for the text encoder was enabled: False.

learned_embeds.safetensors

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logs/textual_inversion/1706380475.4626367/events.out.tfevents.1706380475.node-0.2679.1

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logs/textual_inversion/1706380475.8605363/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_name: green mamba
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: true
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+idx: 4
+initializer_token: green mamba
+learnable_property: object
+learning_rate: 0.002
+local_rank: -1
+logging_dir: logs
+lr_num_cycles: 1
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_train_steps: 15
+mixed_precision: fp16
+no_safe_serialization: false
+num_train_epochs: 5
+num_validation_images: 4
+num_vectors: 1
+output_dir: /mnt/default/textual_inversion_models/4
+placeholder_token: <green mamba>
+pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1
+push_to_hub: true
+repeats: 1
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+save_as_full_pipeline: false
+save_steps: 500
+scale_lr: true
+seed: null
+tokenizer_name: null
+train_batch_size: 1
+train_data_dir: /mnt/default/imagenet/images/train_small/n01749939
+validation_epochs: null
+validation_prompt: null
+validation_steps: 100
+wnid: n01749939

logs/textual_inversion/events.out.tfevents.1706380475.node-0.2679.0

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text_encoder/config.json

@@ -19,7 +19,7 @@
   "num_hidden_layers": 23,
   "pad_token_id": 1,
   "projection_dim": 512,
-  "torch_dtype": "float16",
+  "torch_dtype": "float32",
   "transformers_version": "4.28.1",
-  "vocab_size": 49408
+  "vocab_size": 49409
 }

text_encoder/model.safetensors

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tokenizer/added_tokens.json

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+{
+  "<green mamba>": 49408
+}

unet/diffusion_pytorch_model.safetensors

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vae/config.json

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 {
   "_class_name": "AutoencoderKL",
   "_diffusers_version": "0.25.1",
-  "_name_or_path": "/home/aiscuser/.cache/huggingface/hub/models--stabilityai--stable-diffusion-2-1/snapshots/5cae40e6a2745ae2b01ad92ae5043f95f23644d6/vae",
+  "_name_or_path": "stabilityai/stable-diffusion-2-1",
   "act_fn": "silu",
   "block_out_channels": [
     128,

vae/diffusion_pytorch_model.safetensors

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