abhipsabasu
commited on
Commit
•
975e87f
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Parent(s):
7397449
End of training
Browse files- README.md +39 -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-500.safetensors +3 -0
- learned_embeds.safetensors +3 -0
- logs/textual_inversion/1724661831.2031803/events.out.tfevents.1724661831.test.507074.1 +3 -0
- logs/textual_inversion/1724661831.204781/hparams.yml +48 -0
- logs/textual_inversion/events.out.tfevents.1724661831.test.507074.0 +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 +38 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
README.md
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---
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base_model: runwayml/stable-diffusion-v1-5
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library_name: diffusers
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license: creativeml-openrail-m
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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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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 - abhipsabasu/textual_inversion_place1
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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-500/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 492268240
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checkpoint-500/optimizer.bin
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checkpoint-500/random_states_0.pkl
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version https://git-lfs.github.com/spec/v1
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size 14864
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checkpoint-500/scheduler.bin
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version https://git-lfs.github.com/spec/v1
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size 1000
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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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"resample",
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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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"return_tensors",
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"data_format",
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"input_data_format"
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],
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"crop_size": {
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"height": 224,
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"width": 224
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},
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"do_center_crop": true,
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"do_convert_rgb": true,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.48145466,
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0.4578275,
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0.40821073
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],
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"image_processor_type": "CLIPImageProcessor",
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"image_std": [
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0.26862954,
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0.26130258,
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],
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"shortest_edge": 224
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}
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}
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learned_embeds-steps-500.safetensors
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version https://git-lfs.github.com/spec/v1
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size 3192
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learned_embeds.safetensors
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version https://git-lfs.github.com/spec/v1
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size 3192
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logs/textual_inversion/1724661831.2031803/events.out.tfevents.1724661831.test.507074.1
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version https://git-lfs.github.com/spec/v1
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size 2426
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logs/textual_inversion/1724661831.204781/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: false
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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: bird
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learnable_property: object
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learning_rate: 0.02
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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: 500
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mixed_precision: 'no'
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no_safe_serialization: false
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num_train_epochs: 4
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num_validation_images: 4
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num_vectors: 1
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output_dir: textual_inversion_place1
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placeholder_token: <waterbird-land>
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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: 10
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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: /data2/abhipsa/blackbox_bias_mitigation/blackbox-codebase/data/waterbird_complete95_forest2water2
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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.1724661831.test.507074.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:65d08cf858f382cdee9ce156cea3e8eddc1e5d8006979b57366d32e4f10e730a
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size 167054
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model_index.json
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{
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"_class_name": "StableDiffusionPipeline",
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"_diffusers_version": "0.31.0.dev0",
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"_name_or_path": "runwayml/stable-diffusion-v1-5",
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"feature_extractor": [
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"transformers",
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"CLIPImageProcessor"
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],
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"image_encoder": [
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null,
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null
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],
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"requires_safety_checker": true,
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"safety_checker": [
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"stable_diffusion",
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"StableDiffusionSafetyChecker"
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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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"_name_or_path": "/home/abhipsa/.cache/huggingface/hub/models--runwayml--stable-diffusion-v1-5/snapshots/1d0c4ebf6ff58a5caecab40fa1406526bca4b5b9/safety_checker",
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"architectures": [
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"StableDiffusionSafetyChecker"
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],
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"initializer_factor": 1.0,
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"logit_scale_init_value": 2.6592,
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"model_type": "clip",
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"projection_dim": 768,
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"text_config": {
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"dropout": 0.0,
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"hidden_size": 768,
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"intermediate_size": 3072,
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"model_type": "clip_text_model",
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"num_attention_heads": 12
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},
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"torch_dtype": "float32",
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"transformers_version": "4.40.1",
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"vision_config": {
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"dropout": 0.0,
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"hidden_size": 1024,
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"intermediate_size": 4096,
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"model_type": "clip_vision_model",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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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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version https://git-lfs.github.com/spec/v1
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oid sha256:fb351a5ded815c3ff744968ad9c6b218d071b9d313d04f35e813b84b4c0ffde8
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size 1215979664
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scheduler/scheduler_config.json
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{
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"_class_name": "PNDMScheduler",
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"_diffusers_version": "0.31.0.dev0",
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"beta_end": 0.012,
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"beta_schedule": "scaled_linear",
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"beta_start": 0.00085,
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"clip_sample": false,
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"num_train_timesteps": 1000,
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"prediction_type": "epsilon",
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"set_alpha_to_one": false,
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"skip_prk_steps": true,
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"steps_offset": 1,
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"timestep_spacing": "leading",
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"trained_betas": null
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}
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text_encoder/config.json
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{
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"_name_or_path": "runwayml/stable-diffusion-v1-5",
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"architectures": [
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"CLIPTextModel"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"dropout": 0.0,
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"eos_token_id": 2,
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"hidden_act": "quick_gelu",
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"hidden_size": 768,
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"initializer_factor": 1.0,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 77,
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"model_type": "clip_text_model",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"projection_dim": 768,
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"torch_dtype": "float32",
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"transformers_version": "4.40.1",
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"vocab_size": 49409
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}
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text_encoder/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:6ad142800ae0aa3c4a0b36af380352d8027cf6ba1476b41b454322888b4988f6
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size 492268240
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tokenizer/added_tokens.json
ADDED
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{
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"<waterbird-land>": 49408
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}
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tokenizer/merges.txt
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tokenizer/special_tokens_map.json
ADDED
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{
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tokenizer/tokenizer_config.json
ADDED
@@ -0,0 +1,38 @@
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{
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"added_tokens_decoder": {
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tokenizer/vocab.json
ADDED
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unet/config.json
ADDED
@@ -0,0 +1,68 @@
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{
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"DownBlock2D"
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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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oid sha256:d27cd69d4a0aa32105087a619f32a51bc087e133be93fe23da92f3c0bcc07d79
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size 3438167536
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vae/config.json
ADDED
@@ -0,0 +1,38 @@
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{
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"_class_name": "AutoencoderKL",
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"_diffusers_version": "0.31.0.dev0",
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"_name_or_path": "runwayml/stable-diffusion-v1-5",
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}
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vae/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 334643268
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