Text-to-Image
Diffusers
Safetensors
StableDiffusionPipeline
stable-diffusion
stable-diffusion-diffusers
Instructions to use digiplay/MIX-Pro-V4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use digiplay/MIX-Pro-V4 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("digiplay/MIX-Pro-V4", 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
- Local Apps Settings
- Draw Things
- DiffusionBee
Adding `diffusers` weights of this model
#3
by digiplay - opened
- feature_extractor/preprocessor_config.json +17 -0
- model_index.json +5 -5
- safety_checker/config.json +2 -2
- safety_checker/model.fp16.safetensors +2 -2
- scheduler/scheduler_config.json +8 -9
- text_encoder/config.json +2 -2
- text_encoder/model.fp16.safetensors +2 -2
- unet/config.json +1 -1
- unet/diffusion_pytorch_model.fp16.safetensors +2 -2
- vae/config.json +7 -2
- vae/diffusion_pytorch_model.fp16.safetensors +2 -2
feature_extractor/preprocessor_config.json
CHANGED
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@@ -1,4 +1,21 @@
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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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+
"_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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model_index.json
CHANGED
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@@ -1,6 +1,6 @@
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{
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"_class_name": "StableDiffusionPipeline",
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-
"_diffusers_version": "0.
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"feature_extractor": [
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"transformers",
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"CLIPFeatureExtractor"
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@@ -9,14 +9,14 @@
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null,
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null
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],
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-
"requires_safety_checker":
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"safety_checker": [
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-
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-
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],
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"scheduler": [
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"diffusers",
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-
"
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],
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"text_encoder": [
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"transformers",
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{
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"_class_name": "StableDiffusionPipeline",
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+
"_diffusers_version": "0.30.0.dev0",
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"feature_extractor": [
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"transformers",
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"CLIPFeatureExtractor"
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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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| 16 |
],
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"scheduler": [
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"diffusers",
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+
"DDIMScheduler"
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],
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"text_encoder": [
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"transformers",
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safety_checker/config.json
CHANGED
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@@ -14,8 +14,8 @@
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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": "
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-
"transformers_version": "4.
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"vision_config": {
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"dropout": 0.0,
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"hidden_size": 1024,
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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": "4.41.2",
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"vision_config": {
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"dropout": 0.0,
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"hidden_size": 1024,
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safety_checker/model.fp16.safetensors
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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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
CHANGED
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@@ -1,20 +1,19 @@
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{
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-
"_class_name": "
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-
"_diffusers_version": "0.
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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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-
"
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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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"set_alpha_to_one": false,
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-
"sigma_max": null,
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-
"sigma_min": null,
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"steps_offset": 1,
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-
"
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-
"
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-
"trained_betas": null
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-
"use_karras_sigmas": false
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}
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{
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+
"_class_name": "DDIMScheduler",
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+
"_diffusers_version": "0.30.0.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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+
"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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"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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}
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text_encoder/config.json
CHANGED
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@@ -18,7 +18,7 @@
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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": "
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-
"transformers_version": "4.
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"vocab_size": 49408
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}
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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": "4.41.2",
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"vocab_size": 49408
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}
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text_encoder/model.fp16.safetensors
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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| 1 |
version https://git-lfs.github.com/spec/v1
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+
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+
size 492265168
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unet/config.json
CHANGED
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@@ -1,6 +1,6 @@
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{
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"_class_name": "UNet2DConditionModel",
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-
"_diffusers_version": "0.
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"act_fn": "silu",
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"addition_embed_type": null,
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"addition_embed_type_num_heads": 64,
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{
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"_class_name": "UNet2DConditionModel",
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+
"_diffusers_version": "0.30.0.dev0",
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"act_fn": "silu",
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| 5 |
"addition_embed_type": null,
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"addition_embed_type_num_heads": 64,
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unet/diffusion_pytorch_model.fp16.safetensors
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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| 1 |
version https://git-lfs.github.com/spec/v1
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+
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size 3438167536
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vae/config.json
CHANGED
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@@ -1,6 +1,6 @@
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{
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"_class_name": "AutoencoderKL",
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-
"_diffusers_version": "0.
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"act_fn": "silu",
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"block_out_channels": [
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128,
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@@ -17,15 +17,20 @@
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"force_upcast": true,
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"in_channels": 3,
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"latent_channels": 4,
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"layers_per_block": 2,
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"norm_num_groups": 32,
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"out_channels": 3,
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"sample_size": 768,
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"scaling_factor": 0.18215,
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| 25 |
"up_block_types": [
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"UpDecoderBlock2D",
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"UpDecoderBlock2D",
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"UpDecoderBlock2D",
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"UpDecoderBlock2D"
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-
]
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}
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{
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"_class_name": "AutoencoderKL",
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+
"_diffusers_version": "0.30.0.dev0",
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"act_fn": "silu",
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"block_out_channels": [
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128,
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"force_upcast": true,
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| 18 |
"in_channels": 3,
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"latent_channels": 4,
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+
"latents_mean": null,
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| 21 |
+
"latents_std": null,
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| 22 |
"layers_per_block": 2,
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| 23 |
"norm_num_groups": 32,
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"out_channels": 3,
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| 25 |
"sample_size": 768,
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| 26 |
"scaling_factor": 0.18215,
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| 27 |
+
"shift_factor": null,
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| 28 |
"up_block_types": [
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"UpDecoderBlock2D",
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| 30 |
"UpDecoderBlock2D",
|
| 31 |
"UpDecoderBlock2D",
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| 32 |
"UpDecoderBlock2D"
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| 33 |
+
],
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| 34 |
+
"use_post_quant_conv": true,
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| 35 |
+
"use_quant_conv": true
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}
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vae/diffusion_pytorch_model.fp16.safetensors
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
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| 3 |
-
size
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size 334643268
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