End of training
Browse files- README.md +39 -0
- checkpoint-1000/model.safetensors +3 -0
- checkpoint-1000/optimizer.bin +3 -0
- checkpoint-1000/random_states_0.pkl +3 -0
- checkpoint-1000/scheduler.bin +3 -0
- checkpoint-500/model.safetensors +3 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scheduler.bin +3 -0
- feature_extractor/preprocessor_config.json +44 -0
- learned_embeds-steps-1000.safetensors +3 -0
- learned_embeds-steps-500.safetensors +3 -0
- learned_embeds.safetensors +3 -0
- logs/textual_inversion/1713470305.8400226/events.out.tfevents.1713470305.atl1-1-03-013-8-0.pace.gatech.edu.901162.1 +3 -0
- logs/textual_inversion/1713470305.8428836/hparams.yml +48 -0
- logs/textual_inversion/events.out.tfevents.1713470305.atl1-1-03-013-8-0.pace.gatech.edu.901162.0 +3 -0
- model_index.json +38 -0
- safety_checker/config.json +28 -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 +38 -0
- tokenizer/vocab.json +0 -0
- unet/config.json +68 -0
- unet/diffusion_pytorch_model.safetensors +3 -0
- vae/config.json +34 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
README.md
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---
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license: creativeml-openrail-m
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library_name: diffusers
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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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- diffusers-training
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base_model: runwayml/stable-diffusion-v1-5
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inference: true
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---
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<!-- This model card has been generated automatically according to the information the training script had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# Textual inversion text2image fine-tuning - averma332/textual_inversion_melanoma_embeddings
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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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## Intended uses & limitations
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#### How to use
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```python
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# TODO: add an example code snippet for running this diffusion pipeline
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```
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#### Limitations and bias
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[TODO: provide examples of latent issues and potential remediations]
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## Training details
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[TODO: describe the data used to train the model]
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checkpoint-1000/model.safetensors
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checkpoint-500/model.safetensors
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feature_extractor/preprocessor_config.json
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{
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"_valid_processor_keys": [
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"images",
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"do_resize",
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"size",
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"do_center_crop",
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"crop_size",
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"do_rescale",
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"rescale_factor",
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"do_normalize",
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"image_mean",
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"image_std",
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"do_convert_rgb",
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"data_format",
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"crop_size": {
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"height": 224,
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"width": 224
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"do_center_crop": true,
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"image_processor_type": "CLIPImageProcessor",
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"image_std": [
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"shortest_edge": 224
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}
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}
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learned_embeds-steps-1000.safetensors
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learned_embeds-steps-500.safetensors
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learned_embeds.safetensors
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logs/textual_inversion/1713470305.8400226/events.out.tfevents.1713470305.atl1-1-03-013-8-0.pace.gatech.edu.901162.1
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logs/textual_inversion/1713470305.8428836/hparams.yml
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adam_beta1: 0.9
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adam_beta2: 0.999
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adam_epsilon: 1.0e-08
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adam_weight_decay: 0.01
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allow_tf32: false
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center_crop: true
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checkpointing_steps: 500
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checkpoints_total_limit: null
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dataloader_num_workers: 0
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enable_xformers_memory_efficient_attention: false
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gradient_accumulation_steps: 4
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gradient_checkpointing: false
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hub_model_id: null
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hub_token: null
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initializer_token: melanoma
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learnable_property: style
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learning_rate: 0.002
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local_rank: -1
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logging_dir: logs
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lr_num_cycles: 1
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lr_scheduler: constant
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lr_warmup_steps: 0
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max_train_steps: 1000
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mixed_precision: 'no'
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no_safe_serialization: false
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num_train_epochs: 1
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num_validation_images: 4
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num_vectors: 1
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output_dir: /home/hice1/averma332/scratch/textual_inversion_melanoma_embeddings
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placeholder_token: <malignant>
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
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push_to_hub: true
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repeats: 100
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report_to: tensorboard
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resolution: 512
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resume_from_checkpoint: null
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revision: null
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save_as_full_pipeline: false
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save_steps: 500
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scale_lr: true
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seed: null
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tokenizer_name: null
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train_batch_size: 1
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train_data_dir: ./malignant_dataset
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validation_epochs: null
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validation_prompt: null
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validation_steps: 100
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variant: null
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logs/textual_inversion/events.out.tfevents.1713470305.atl1-1-03-013-8-0.pace.gatech.edu.901162.0
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model_index.json
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{
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"_name_or_path": "runwayml/stable-diffusion-v1-5",
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],
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null,
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],
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"scheduler": [
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"diffusers",
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"PNDMScheduler"
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],
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"text_encoder": [
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"transformers",
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"CLIPTextModel"
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],
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"tokenizer": [
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"transformers",
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"CLIPTokenizer"
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],
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"unet": [
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"diffusers",
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"UNet2DConditionModel"
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],
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"vae": [
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"diffusers",
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"AutoencoderKL"
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]
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}
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safety_checker/config.json
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{
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"architectures": [
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"StableDiffusionSafetyChecker"
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],
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},
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"vision_config": {
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"patch_size": 14
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}
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}
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safety_checker/model.safetensors
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scheduler/scheduler_config.json
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{
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"_class_name": "PNDMScheduler",
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"clip_sample": false,
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"prediction_type": "epsilon",
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|
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|
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|
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text_encoder/config.json
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
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|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
3 |
+
"architectures": [
|
4 |
+
"CLIPTextModel"
|
5 |
+
],
|
6 |
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|
7 |
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|
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|
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"hidden_size": 768,
|
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|
13 |
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|
14 |
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|
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|
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|
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|
18 |
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"num_attention_heads": 12,
|
19 |
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|
20 |
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"pad_token_id": 1,
|
21 |
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|
22 |
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|
23 |
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"transformers_version": "4.40.0",
|
24 |
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"vocab_size": 49409
|
25 |
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}
|
text_encoder/model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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size 492268240
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tokenizer/added_tokens.json
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
1 |
+
{
|
2 |
+
"<malignant>": 49408
|
3 |
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}
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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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|
4 |
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"lstrip": false,
|
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|
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|
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|
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|
9 |
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|
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"content": "<|endoftext|>",
|
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|
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|
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"rstrip": false,
|
14 |
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|
15 |
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|
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|
17 |
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|
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|
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|
22 |
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"single_word": false
|
23 |
+
}
|
24 |
+
}
|
tokenizer/tokenizer_config.json
ADDED
@@ -0,0 +1,38 @@
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|
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{
|
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|
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"added_tokens_decoder": {
|
4 |
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"49406": {
|
5 |
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"content": "<|startoftext|>",
|
6 |
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|
7 |
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|
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|
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|
10 |
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"special": true
|
11 |
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|
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|
13 |
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"content": "<|endoftext|>",
|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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"special": true
|
19 |
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|
20 |
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"49408": {
|
21 |
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|
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|
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|
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|
25 |
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"single_word": false,
|
26 |
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|
27 |
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}
|
28 |
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},
|
29 |
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|
30 |
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"clean_up_tokenization_spaces": true,
|
31 |
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"do_lower_case": true,
|
32 |
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"eos_token": "<|endoftext|>",
|
33 |
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"errors": "replace",
|
34 |
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|
35 |
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"pad_token": "<|endoftext|>",
|
36 |
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"tokenizer_class": "CLIPTokenizer",
|
37 |
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|
38 |
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}
|
tokenizer/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
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|
unet/config.json
ADDED
@@ -0,0 +1,68 @@
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{
|
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|
3 |
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|
4 |
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|
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|
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|
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|
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|
26 |
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|
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|
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"DownBlock2D"
|
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],
|
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|
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|
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"CrossAttnUpBlock2D",
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|
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}
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unet/diffusion_pytorch_model.safetensors
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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size 3438167536
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vae/config.json
ADDED
@@ -0,0 +1,34 @@
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{
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"_class_name": "AutoencoderKL",
|
3 |
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"_diffusers_version": "0.28.0.dev0",
|
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"_name_or_path": "runwayml/stable-diffusion-v1-5",
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|
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"DownEncoderBlock2D",
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"DownEncoderBlock2D"
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|
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|
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"up_block_types": [
|
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"UpDecoderBlock2D",
|
30 |
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"UpDecoderBlock2D",
|
31 |
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"UpDecoderBlock2D",
|
32 |
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"UpDecoderBlock2D"
|
33 |
+
]
|
34 |
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}
|
vae/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
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|
1 |
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version https://git-lfs.github.com/spec/v1
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size 334643268
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