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End of training
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- README.md +17 -0
- checkpoint-1000/optimizer.bin +3 -0
- checkpoint-1000/pytorch_model.bin +3 -0
- checkpoint-1000/random_states_0.pkl +3 -0
- checkpoint-1000/scheduler.bin +3 -0
- checkpoint-1500/optimizer.bin +3 -0
- checkpoint-1500/pytorch_model.bin +3 -0
- checkpoint-1500/random_states_0.pkl +3 -0
- checkpoint-1500/scheduler.bin +3 -0
- checkpoint-2000/optimizer.bin +3 -0
- checkpoint-2000/pytorch_model.bin +3 -0
- checkpoint-2000/random_states_0.pkl +3 -0
- checkpoint-2000/scheduler.bin +3 -0
- checkpoint-2500/optimizer.bin +3 -0
- checkpoint-2500/pytorch_model.bin +3 -0
- checkpoint-2500/random_states_0.pkl +3 -0
- checkpoint-2500/scheduler.bin +3 -0
- checkpoint-3000/optimizer.bin +3 -0
- checkpoint-3000/pytorch_model.bin +3 -0
- checkpoint-3000/random_states_0.pkl +3 -0
- checkpoint-3000/scheduler.bin +3 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/pytorch_model.bin +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scheduler.bin +3 -0
- feature_extractor/preprocessor_config.json +28 -0
- learned_embeds-steps-1000.safetensors +3 -0
- learned_embeds-steps-1500.safetensors +3 -0
- learned_embeds-steps-2000.safetensors +3 -0
- learned_embeds-steps-2500.safetensors +3 -0
- learned_embeds-steps-3000.safetensors +3 -0
- learned_embeds-steps-500.safetensors +3 -0
- learned_embeds.safetensors +3 -0
- logs/textual_inversion/1695728752.162645/events.out.tfevents.1695728752.TS-STUDIO-09.31672.1 +3 -0
- logs/textual_inversion/1695728752.1733987/hparams.yml +47 -0
- logs/textual_inversion/events.out.tfevents.1695728752.TS-STUDIO-09.31672.0 +3 -0
- model_index.json +34 -0
- safety_checker/config.json +168 -0
- safety_checker/model.safetensors +3 -0
- scheduler/scheduler_config.json +15 -0
- text_encoder/config.json +25 -0
- text_encoder/model.safetensors +3 -0
- tokenizer/added_tokens.json +3 -0
- tokenizer/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +33 -0
- tokenizer/vocab.json +0 -0
- unet/config.json +67 -0
- unet/diffusion_pytorch_model.safetensors +3 -0
- vae/config.json +32 -0
README.md
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---
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license: creativeml-openrail-m
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base_model: runwayml/stable-diffusion-v1-5
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tags:
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- stable-diffusion
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- stable-diffusion-diffusers
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- text-to-image
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- diffusers
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- textual_inversion
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inference: true
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---
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# Textual inversion text2image fine-tuning - Josh-sutcliffe/textual_inversion_cat
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These are textual inversion adaption weights for runwayml/stable-diffusion-v1-5. You can find some example images in the following.
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checkpoint-1000/optimizer.bin
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feature_extractor/preprocessor_config.json
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"image_std": [
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}
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logs/textual_inversion/1695728752.162645/events.out.tfevents.1695728752.TS-STUDIO-09.31672.1
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|
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|
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|
| 1 |
+
adam_beta1: 0.9
|
| 2 |
+
adam_beta2: 0.999
|
| 3 |
+
adam_epsilon: 1.0e-08
|
| 4 |
+
adam_weight_decay: 0.01
|
| 5 |
+
allow_tf32: false
|
| 6 |
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center_crop: false
|
| 7 |
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checkpointing_steps: 500
|
| 8 |
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checkpoints_total_limit: null
|
| 9 |
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dataloader_num_workers: 0
|
| 10 |
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enable_xformers_memory_efficient_attention: false
|
| 11 |
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|
| 12 |
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gradient_checkpointing: false
|
| 13 |
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hub_model_id: null
|
| 14 |
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hub_token: null
|
| 15 |
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initializer_token: toy
|
| 16 |
+
learnable_property: object
|
| 17 |
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learning_rate: 0.002
|
| 18 |
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local_rank: -1
|
| 19 |
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logging_dir: logs
|
| 20 |
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lr_num_cycles: 1
|
| 21 |
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lr_scheduler: constant
|
| 22 |
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lr_warmup_steps: 0
|
| 23 |
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max_train_steps: 3000
|
| 24 |
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mixed_precision: 'no'
|
| 25 |
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|
| 26 |
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|
| 27 |
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num_validation_images: 4
|
| 28 |
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num_vectors: 1
|
| 29 |
+
output_dir: textual_inversion_cat
|
| 30 |
+
placeholder_token: <cat-toy>
|
| 31 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 32 |
+
push_to_hub: true
|
| 33 |
+
repeats: 100
|
| 34 |
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report_to: tensorboard
|
| 35 |
+
resolution: 512
|
| 36 |
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resume_from_checkpoint: null
|
| 37 |
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revision: null
|
| 38 |
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|
| 39 |
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save_steps: 500
|
| 40 |
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scale_lr: true
|
| 41 |
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seed: null
|
| 42 |
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tokenizer_name: null
|
| 43 |
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train_batch_size: 1
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train_data_dir: D:\diffusers\cat
|
| 45 |
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validation_epochs: null
|
| 46 |
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validation_prompt: null
|
| 47 |
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validation_steps: 100
|
logs/textual_inversion/events.out.tfevents.1695728752.TS-STUDIO-09.31672.0
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 1007006
|
model_index.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
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|
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|
|
|
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|
|
|
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|
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|
|
|
|
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|
|
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|
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|
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|
|
|
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|
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|
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|
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|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "StableDiffusionPipeline",
|
| 3 |
+
"_diffusers_version": "0.21.2",
|
| 4 |
+
"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
| 5 |
+
"feature_extractor": [
|
| 6 |
+
"transformers",
|
| 7 |
+
"CLIPImageProcessor"
|
| 8 |
+
],
|
| 9 |
+
"requires_safety_checker": true,
|
| 10 |
+
"safety_checker": [
|
| 11 |
+
"stable_diffusion",
|
| 12 |
+
"StableDiffusionSafetyChecker"
|
| 13 |
+
],
|
| 14 |
+
"scheduler": [
|
| 15 |
+
"diffusers",
|
| 16 |
+
"PNDMScheduler"
|
| 17 |
+
],
|
| 18 |
+
"text_encoder": [
|
| 19 |
+
"transformers",
|
| 20 |
+
"CLIPTextModel"
|
| 21 |
+
],
|
| 22 |
+
"tokenizer": [
|
| 23 |
+
"transformers",
|
| 24 |
+
"CLIPTokenizer"
|
| 25 |
+
],
|
| 26 |
+
"unet": [
|
| 27 |
+
"diffusers",
|
| 28 |
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"UNet2DConditionModel"
|
| 29 |
+
],
|
| 30 |
+
"vae": [
|
| 31 |
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"diffusers",
|
| 32 |
+
"AutoencoderKL"
|
| 33 |
+
]
|
| 34 |
+
}
|
safety_checker/config.json
ADDED
|
@@ -0,0 +1,168 @@
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|
| 1 |
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{
|
| 2 |
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|
| 4 |
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|
| 5 |
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"StableDiffusionSafetyChecker"
|
| 6 |
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|
safety_checker/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:11cfe53105625af8c00faac32a430626641cce686454f3c39d837f14397d858b
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| 3 |
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size 1215981832
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scheduler/scheduler_config.json
ADDED
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@@ -0,0 +1,15 @@
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| 1 |
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{
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| 2 |
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| 3 |
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| 4 |
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| 7 |
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| 8 |
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|
| 9 |
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| 10 |
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| 11 |
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| 12 |
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"steps_offset": 1,
|
| 13 |
+
"timestep_spacing": "leading",
|
| 14 |
+
"trained_betas": null
|
| 15 |
+
}
|
text_encoder/config.json
ADDED
|
@@ -0,0 +1,25 @@
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"CLIPTextModel"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"dropout": 0.0,
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"hidden_act": "quick_gelu",
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"initializer_factor": 1.0,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 3072,
|
| 15 |
+
"layer_norm_eps": 1e-05,
|
| 16 |
+
"max_position_embeddings": 77,
|
| 17 |
+
"model_type": "clip_text_model",
|
| 18 |
+
"num_attention_heads": 12,
|
| 19 |
+
"num_hidden_layers": 12,
|
| 20 |
+
"pad_token_id": 1,
|
| 21 |
+
"projection_dim": 768,
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.30.2",
|
| 24 |
+
"vocab_size": 49409
|
| 25 |
+
}
|
text_encoder/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4c396694546431d0e5cb1efa04224a8ca4698b987143aafbe70183de9093b94d
|
| 3 |
+
size 492268952
|
tokenizer/added_tokens.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<cat-toy>": 49408
|
| 3 |
+
}
|
tokenizer/merges.txt
ADDED
|
The diff for this file is too large to render.
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|
|
|
tokenizer/special_tokens_map.json
ADDED
|
@@ -0,0 +1,24 @@
|
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|
|
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|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<|startoftext|>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "<|endoftext|>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": "<|endoftext|>",
|
| 17 |
+
"unk_token": {
|
| 18 |
+
"content": "<|endoftext|>",
|
| 19 |
+
"lstrip": false,
|
| 20 |
+
"normalized": true,
|
| 21 |
+
"rstrip": false,
|
| 22 |
+
"single_word": false
|
| 23 |
+
}
|
| 24 |
+
}
|
tokenizer/tokenizer_config.json
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"bos_token": {
|
| 4 |
+
"__type": "AddedToken",
|
| 5 |
+
"content": "<|startoftext|>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": true,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false
|
| 10 |
+
},
|
| 11 |
+
"clean_up_tokenization_spaces": true,
|
| 12 |
+
"do_lower_case": true,
|
| 13 |
+
"eos_token": {
|
| 14 |
+
"__type": "AddedToken",
|
| 15 |
+
"content": "<|endoftext|>",
|
| 16 |
+
"lstrip": false,
|
| 17 |
+
"normalized": true,
|
| 18 |
+
"rstrip": false,
|
| 19 |
+
"single_word": false
|
| 20 |
+
},
|
| 21 |
+
"errors": "replace",
|
| 22 |
+
"model_max_length": 77,
|
| 23 |
+
"pad_token": "<|endoftext|>",
|
| 24 |
+
"tokenizer_class": "CLIPTokenizer",
|
| 25 |
+
"unk_token": {
|
| 26 |
+
"__type": "AddedToken",
|
| 27 |
+
"content": "<|endoftext|>",
|
| 28 |
+
"lstrip": false,
|
| 29 |
+
"normalized": true,
|
| 30 |
+
"rstrip": false,
|
| 31 |
+
"single_word": false
|
| 32 |
+
}
|
| 33 |
+
}
|
tokenizer/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
unet/config.json
ADDED
|
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DConditionModel",
|
| 3 |
+
"_diffusers_version": "0.21.2",
|
| 4 |
+
"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"addition_embed_type": null,
|
| 7 |
+
"addition_embed_type_num_heads": 64,
|
| 8 |
+
"addition_time_embed_dim": null,
|
| 9 |
+
"attention_head_dim": 8,
|
| 10 |
+
"attention_type": "default",
|
| 11 |
+
"block_out_channels": [
|
| 12 |
+
320,
|
| 13 |
+
640,
|
| 14 |
+
1280,
|
| 15 |
+
1280
|
| 16 |
+
],
|
| 17 |
+
"center_input_sample": false,
|
| 18 |
+
"class_embed_type": null,
|
| 19 |
+
"class_embeddings_concat": false,
|
| 20 |
+
"conv_in_kernel": 3,
|
| 21 |
+
"conv_out_kernel": 3,
|
| 22 |
+
"cross_attention_dim": 768,
|
| 23 |
+
"cross_attention_norm": null,
|
| 24 |
+
"down_block_types": [
|
| 25 |
+
"CrossAttnDownBlock2D",
|
| 26 |
+
"CrossAttnDownBlock2D",
|
| 27 |
+
"CrossAttnDownBlock2D",
|
| 28 |
+
"DownBlock2D"
|
| 29 |
+
],
|
| 30 |
+
"downsample_padding": 1,
|
| 31 |
+
"dropout": 0.0,
|
| 32 |
+
"dual_cross_attention": false,
|
| 33 |
+
"encoder_hid_dim": null,
|
| 34 |
+
"encoder_hid_dim_type": null,
|
| 35 |
+
"flip_sin_to_cos": true,
|
| 36 |
+
"freq_shift": 0,
|
| 37 |
+
"in_channels": 4,
|
| 38 |
+
"layers_per_block": 2,
|
| 39 |
+
"mid_block_only_cross_attention": null,
|
| 40 |
+
"mid_block_scale_factor": 1,
|
| 41 |
+
"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 42 |
+
"norm_eps": 1e-05,
|
| 43 |
+
"norm_num_groups": 32,
|
| 44 |
+
"num_attention_heads": null,
|
| 45 |
+
"num_class_embeds": null,
|
| 46 |
+
"only_cross_attention": false,
|
| 47 |
+
"out_channels": 4,
|
| 48 |
+
"projection_class_embeddings_input_dim": null,
|
| 49 |
+
"resnet_out_scale_factor": 1.0,
|
| 50 |
+
"resnet_skip_time_act": false,
|
| 51 |
+
"resnet_time_scale_shift": "default",
|
| 52 |
+
"sample_size": 64,
|
| 53 |
+
"time_cond_proj_dim": null,
|
| 54 |
+
"time_embedding_act_fn": null,
|
| 55 |
+
"time_embedding_dim": null,
|
| 56 |
+
"time_embedding_type": "positional",
|
| 57 |
+
"timestep_post_act": null,
|
| 58 |
+
"transformer_layers_per_block": 1,
|
| 59 |
+
"up_block_types": [
|
| 60 |
+
"UpBlock2D",
|
| 61 |
+
"CrossAttnUpBlock2D",
|
| 62 |
+
"CrossAttnUpBlock2D",
|
| 63 |
+
"CrossAttnUpBlock2D"
|
| 64 |
+
],
|
| 65 |
+
"upcast_attention": false,
|
| 66 |
+
"use_linear_projection": false
|
| 67 |
+
}
|
unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d27cd69d4a0aa32105087a619f32a51bc087e133be93fe23da92f3c0bcc07d79
|
| 3 |
+
size 3438167536
|
vae/config.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "AutoencoderKL",
|
| 3 |
+
"_diffusers_version": "0.21.2",
|
| 4 |
+
"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"block_out_channels": [
|
| 7 |
+
128,
|
| 8 |
+
256,
|
| 9 |
+
512,
|
| 10 |
+
512
|
| 11 |
+
],
|
| 12 |
+
"down_block_types": [
|
| 13 |
+
"DownEncoderBlock2D",
|
| 14 |
+
"DownEncoderBlock2D",
|
| 15 |
+
"DownEncoderBlock2D",
|
| 16 |
+
"DownEncoderBlock2D"
|
| 17 |
+
],
|
| 18 |
+
"force_upcast": true,
|
| 19 |
+
"in_channels": 3,
|
| 20 |
+
"latent_channels": 4,
|
| 21 |
+
"layers_per_block": 2,
|
| 22 |
+
"norm_num_groups": 32,
|
| 23 |
+
"out_channels": 3,
|
| 24 |
+
"sample_size": 512,
|
| 25 |
+
"scaling_factor": 0.18215,
|
| 26 |
+
"up_block_types": [
|
| 27 |
+
"UpDecoderBlock2D",
|
| 28 |
+
"UpDecoderBlock2D",
|
| 29 |
+
"UpDecoderBlock2D",
|
| 30 |
+
"UpDecoderBlock2D"
|
| 31 |
+
]
|
| 32 |
+
}
|