Text-to-Audio
Diffusers
Safetensors
English
StableDiffusionPipeline
audio
audio-generation
diffusion
one-step-diffusion
variational-score-distillation
auffusion
Instructions to use dinhhung1508/SwiftAudio with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use dinhhung1508/SwiftAudio with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("dinhhung1508/SwiftAudio", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Upload SwiftAudio Gradio model
Browse files- condition_adapter_0/condition_adapter.pt +3 -0
- condition_adapter_0/config.json +9 -0
- condition_config.json +11 -0
- feature_extractor/preprocessor_config.json +27 -0
- model_index.json +37 -0
- scheduler/scheduler_config.json +21 -0
- text_encoder/config.json +24 -0
- text_encoder/model.safetensors +3 -0
- text_encoder_0/config.json +24 -0
- text_encoder_0/merges.txt +0 -0
- text_encoder_0/model.safetensors +3 -0
- text_encoder_0/special_tokens_map.json +24 -0
- text_encoder_0/tokenizer.json +0 -0
- text_encoder_0/tokenizer_config.json +31 -0
- text_encoder_0/vocab.json +0 -0
- tokenizer/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +31 -0
- tokenizer/vocab.json +0 -0
- unet/config.json +75 -0
- unet/diffusion_pytorch_model.safetensors +3 -0
- vae/config.json +38 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
- vocoder/config.json +61 -0
- vocoder/vocoder.pt +3 -0
condition_adapter_0/condition_adapter.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7a31f79b3f33e8be08851f846f7cfe1622af88ef21207abf869a7ee6f82fe1e0
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size 2371073
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condition_adapter_0/config.json
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{
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"text_encoder_name": "text_encoder_0",
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"condition_adapter_name": "condition_adapter_0",
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"condition_type": "clip-vit-large-patch14_text",
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"pretrained_model_name_or_path": "openai/clip-vit-large-patch14",
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"condition_max_length": 77,
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"condition_dim": 768,
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"cross_attention_dim": 768
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}
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condition_config.json
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[
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{
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"text_encoder_name": "text_encoder_0",
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"condition_adapter_name": "condition_adapter_0",
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"condition_type": "clip-vit-large-patch14_text",
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"pretrained_model_name_or_path": "openai/clip-vit-large-patch14",
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"condition_max_length": 77,
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"condition_dim": 768,
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"cross_attention_dim": 768
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}
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]
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feature_extractor/preprocessor_config.json
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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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0.27577711
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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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model_index.json
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{
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"_class_name": "StableDiffusionPipeline",
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"_diffusers_version": "0.35.2",
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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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null,
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null
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],
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"scheduler": [
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"diffusers",
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"DDPMScheduler"
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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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scheduler/scheduler_config.json
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{
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"_class_name": "DDPMScheduler",
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"_diffusers_version": "0.35.2",
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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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"clip_sample_range": 1.0,
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"dynamic_thresholding_ratio": 0.995,
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"num_train_timesteps": 1000,
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"prediction_type": "epsilon",
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"rescale_betas_zero_snr": false,
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"sample_max_value": 1.0,
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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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"thresholding": false,
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"timestep_spacing": "leading",
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"trained_betas": null,
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"variance_type": "fixed_small"
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}
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text_encoder/config.json
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{
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"architectures": [
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"CLIPTextModel"
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],
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| 5 |
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"attention_dropout": 0.0,
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| 6 |
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"bos_token_id": 0,
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| 7 |
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"dropout": 0.0,
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| 8 |
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"dtype": "float32",
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| 9 |
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"eos_token_id": 2,
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| 10 |
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"hidden_act": "quick_gelu",
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| 11 |
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"hidden_size": 768,
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| 12 |
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"initializer_factor": 1.0,
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| 13 |
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"initializer_range": 0.02,
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| 14 |
+
"intermediate_size": 3072,
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| 15 |
+
"layer_norm_eps": 1e-05,
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| 16 |
+
"max_position_embeddings": 77,
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| 17 |
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"model_type": "clip_text_model",
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| 18 |
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"num_attention_heads": 12,
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| 19 |
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"num_hidden_layers": 12,
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| 20 |
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"pad_token_id": 1,
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| 21 |
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"projection_dim": 768,
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| 22 |
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"transformers_version": "4.57.3",
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"vocab_size": 49408
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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 sha256:778d02eb9e707c3fbaae0b67b79ea0d1399b52e624fb634f2f19375ae7c047c3
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size 492265168
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text_encoder_0/config.json
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{
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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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| 6 |
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"bos_token_id": 0,
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"dropout": 0.0,
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| 8 |
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"dtype": "float32",
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| 9 |
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"eos_token_id": 2,
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| 10 |
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"hidden_act": "quick_gelu",
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| 11 |
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"hidden_size": 768,
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| 12 |
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"initializer_factor": 1.0,
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| 13 |
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"initializer_range": 0.02,
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| 14 |
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"intermediate_size": 3072,
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| 15 |
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"layer_norm_eps": 1e-05,
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| 16 |
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"max_position_embeddings": 77,
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| 17 |
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"model_type": "clip_text_model",
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| 18 |
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"num_attention_heads": 12,
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| 19 |
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"num_hidden_layers": 12,
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| 20 |
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"pad_token_id": 1,
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| 21 |
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"projection_dim": 768,
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| 22 |
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"transformers_version": "4.57.3",
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| 23 |
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"vocab_size": 49408
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| 24 |
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}
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text_encoder_0/merges.txt
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text_encoder_0/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:778d02eb9e707c3fbaae0b67b79ea0d1399b52e624fb634f2f19375ae7c047c3
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size 492265168
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text_encoder_0/special_tokens_map.json
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{
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"bos_token": {
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"content": "<|startoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<|endoftext|>",
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"unk_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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}
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}
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text_encoder_0/tokenizer.json
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text_encoder_0/tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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| 4 |
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"49406": {
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"content": "<|startoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"49407": {
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"content": "<|endoftext|>",
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| 14 |
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"lstrip": false,
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| 15 |
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"normalized": true,
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| 16 |
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"rstrip": false,
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| 17 |
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"single_word": false,
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| 18 |
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"special": true
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| 19 |
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}
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| 20 |
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},
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| 21 |
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"bos_token": "<|startoftext|>",
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| 22 |
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"clean_up_tokenization_spaces": true,
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| 23 |
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"do_lower_case": true,
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| 24 |
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"eos_token": "<|endoftext|>",
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| 25 |
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"errors": "replace",
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| 26 |
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"extra_special_tokens": {},
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| 27 |
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"model_max_length": 77,
|
| 28 |
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"pad_token": "<|endoftext|>",
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| 29 |
+
"tokenizer_class": "CLIPTokenizer",
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| 30 |
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"unk_token": "<|endoftext|>"
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| 31 |
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}
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text_encoder_0/vocab.json
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tokenizer/merges.txt
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tokenizer/special_tokens_map.json
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{
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"bos_token": {
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"content": "<|startoftext|>",
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| 4 |
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"lstrip": false,
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| 5 |
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"normalized": true,
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"rstrip": false,
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| 7 |
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"single_word": false
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},
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"eos_token": {
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| 10 |
+
"content": "<|endoftext|>",
|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 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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|
| 19 |
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|
| 20 |
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"normalized": true,
|
| 21 |
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"rstrip": false,
|
| 22 |
+
"single_word": false
|
| 23 |
+
}
|
| 24 |
+
}
|
tokenizer/tokenizer_config.json
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
"add_prefix_space": false,
|
| 3 |
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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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"lstrip": false,
|
| 7 |
+
"normalized": true,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
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"49407": {
|
| 13 |
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"content": "<|endoftext|>",
|
| 14 |
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"lstrip": false,
|
| 15 |
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"normalized": true,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
}
|
| 20 |
+
},
|
| 21 |
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"bos_token": "<|startoftext|>",
|
| 22 |
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"clean_up_tokenization_spaces": true,
|
| 23 |
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"do_lower_case": true,
|
| 24 |
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"eos_token": "<|endoftext|>",
|
| 25 |
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"errors": "replace",
|
| 26 |
+
"extra_special_tokens": {},
|
| 27 |
+
"model_max_length": 77,
|
| 28 |
+
"pad_token": "<|endoftext|>",
|
| 29 |
+
"tokenizer_class": "CLIPTokenizer",
|
| 30 |
+
"unk_token": "<|endoftext|>"
|
| 31 |
+
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|
tokenizer/vocab.json
ADDED
|
The diff for this file is too large to render.
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|
|
|
unet/config.json
ADDED
|
@@ -0,0 +1,75 @@
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| 1 |
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{
|
| 2 |
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"_class_name": "UNet2DConditionModel",
|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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| 10 |
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|
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
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| 16 |
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| 17 |
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|
| 18 |
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| 19 |
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|
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|
| 22 |
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|
| 23 |
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|
| 25 |
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|
| 26 |
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"CrossAttnDownBlock2D",
|
| 27 |
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"CrossAttnDownBlock2D",
|
| 28 |
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"CrossAttnDownBlock2D",
|
| 29 |
+
"DownBlock2D"
|
| 30 |
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],
|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 42 |
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| 44 |
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|
| 45 |
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| 46 |
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| 48 |
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| 55 |
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| 67 |
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| 68 |
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"CrossAttnUpBlock2D",
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| 69 |
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| 70 |
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|
| 74 |
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|
| 75 |
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}
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unet/diffusion_pytorch_model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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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
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@@ -0,0 +1,38 @@
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{
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| 2 |
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| 3 |
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| 4 |
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| 10 |
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| 11 |
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| 12 |
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|
| 13 |
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| 14 |
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"DownEncoderBlock2D",
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| 15 |
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| 16 |
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"DownEncoderBlock2D"
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| 17 |
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],
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| 18 |
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|
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| 26 |
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|
| 27 |
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| 28 |
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|
| 29 |
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"shift_factor": null,
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| 30 |
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"up_block_types": [
|
| 31 |
+
"UpDecoderBlock2D",
|
| 32 |
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"UpDecoderBlock2D",
|
| 33 |
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"UpDecoderBlock2D",
|
| 34 |
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"UpDecoderBlock2D"
|
| 35 |
+
],
|
| 36 |
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"use_post_quant_conv": true,
|
| 37 |
+
"use_quant_conv": true
|
| 38 |
+
}
|
vae/diffusion_pytorch_model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 334643268
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vocoder/config.json
ADDED
|
@@ -0,0 +1,61 @@
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| 37 |
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| 39 |
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[
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| 45 |
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| 59 |
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"world_size": 1
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| 60 |
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|
| 61 |
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|
vocoder/vocoder.pt
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 54740295
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