End of training
Browse files- README.md +17 -0
- checkpoint-1000/optimizer.bin +3 -0
- checkpoint-1000/pytorch_model.bin +3 -0
- checkpoint-1000/random_states_0.pkl +3 -0
- checkpoint-1000/scheduler.bin +3 -0
- checkpoint-2000/optimizer.bin +3 -0
- checkpoint-2000/pytorch_model.bin +3 -0
- checkpoint-2000/random_states_0.pkl +3 -0
- checkpoint-2000/scheduler.bin +3 -0
- checkpoint-3000/optimizer.bin +3 -0
- checkpoint-3000/pytorch_model.bin +3 -0
- checkpoint-3000/random_states_0.pkl +3 -0
- checkpoint-3000/scheduler.bin +3 -0
- feature_extractor/preprocessor_config.json +28 -0
- learned_embeds-steps-1000.bin +3 -0
- learned_embeds-steps-1500.bin +3 -0
- learned_embeds-steps-2000.bin +3 -0
- learned_embeds-steps-2500.bin +3 -0
- learned_embeds-steps-3000.bin +3 -0
- learned_embeds-steps-500.bin +3 -0
- learned_embeds.bin +3 -0
- logs/textual_inversion/1683682453.9815822/events.out.tfevents.1683682453.sfr-pod-li-d-a100-8.1441039.1 +3 -0
- logs/textual_inversion/1683682454.001962/hparams.yml +45 -0
- logs/textual_inversion/events.out.tfevents.1683682453.sfr-pod-li-d-a100-8.1441039.0 +3 -0
- model_index.json +33 -0
- safety_checker/config.json +168 -0
- safety_checker/pytorch_model.bin +3 -0
- scheduler/scheduler_config.json +14 -0
- text_encoder/config.json +25 -0
- text_encoder/pytorch_model.bin +3 -0
- tokenizer/added_tokens.json +3 -0
- tokenizer/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +33 -0
- tokenizer/vocab.json +0 -0
- unet/config.json +61 -0
- unet/diffusion_pytorch_model.bin +3 -0
- vae/config.json +31 -0
- vae/diffusion_pytorch_model.bin +3 -0
README.md
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---
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license: creativeml-openrail-m
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base_model: runwayml/stable-diffusion-v1-5
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tags:
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- stable-diffusion
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- stable-diffusion-diffusers
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- text-to-image
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- diffusers
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- textual_inversion
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inference: true
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---
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# Textual inversion text2image fine-tuning - dxli/shiny_sneaker
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These are textual inversion adaption weights for runwayml/stable-diffusion-v1-5. You can find some example images in the following.
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checkpoint-1000/optimizer.bin
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checkpoint-1000/pytorch_model.bin
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checkpoint-1000/random_states_0.pkl
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checkpoint-1000/scheduler.bin
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checkpoint-2000/optimizer.bin
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checkpoint-2000/pytorch_model.bin
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checkpoint-2000/random_states_0.pkl
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checkpoint-2000/scheduler.bin
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checkpoint-3000/optimizer.bin
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checkpoint-3000/pytorch_model.bin
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checkpoint-3000/random_states_0.pkl
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checkpoint-3000/scheduler.bin
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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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"feature_extractor_type": "CLIPFeatureExtractor",
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"image_mean": [
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0.48145466,
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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-1000.bin
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learned_embeds-steps-1500.bin
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learned_embeds-steps-2000.bin
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learned_embeds-steps-2500.bin
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learned_embeds-steps-3000.bin
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learned_embeds-steps-500.bin
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version https://git-lfs.github.com/spec/v1
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size 3998
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learned_embeds.bin
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version https://git-lfs.github.com/spec/v1
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size 3840
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logs/textual_inversion/1683682453.9815822/events.out.tfevents.1683682453.sfr-pod-li-d-a100-8.1441039.1
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version https://git-lfs.github.com/spec/v1
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logs/textual_inversion/1683682454.001962/hparams.yml
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adam_beta1: 0.9
|
| 2 |
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adam_beta2: 0.999
|
| 3 |
+
adam_epsilon: 1.0e-08
|
| 4 |
+
adam_weight_decay: 0.01
|
| 5 |
+
allow_tf32: false
|
| 6 |
+
center_crop: false
|
| 7 |
+
checkpointing_steps: 1000
|
| 8 |
+
checkpoints_total_limit: null
|
| 9 |
+
dataloader_num_workers: 0
|
| 10 |
+
enable_xformers_memory_efficient_attention: false
|
| 11 |
+
gradient_accumulation_steps: 4
|
| 12 |
+
gradient_checkpointing: false
|
| 13 |
+
hub_model_id: null
|
| 14 |
+
hub_token: null
|
| 15 |
+
initializer_token: sneaker
|
| 16 |
+
learnable_property: object
|
| 17 |
+
learning_rate: 0.002
|
| 18 |
+
local_rank: -1
|
| 19 |
+
logging_dir: logs
|
| 20 |
+
lr_scheduler: constant
|
| 21 |
+
lr_warmup_steps: 0
|
| 22 |
+
max_train_steps: 3000
|
| 23 |
+
mixed_precision: 'no'
|
| 24 |
+
num_train_epochs: 20
|
| 25 |
+
num_validation_images: 4
|
| 26 |
+
num_vectors: 1
|
| 27 |
+
output_dir: /export/home/workspace/dreambooth/baselines/diffusers/examples/textual_inversion/output/shiny_sneaker
|
| 28 |
+
placeholder_token: <sneaker>
|
| 29 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 30 |
+
push_to_hub: true
|
| 31 |
+
repeats: 100
|
| 32 |
+
report_to: tensorboard
|
| 33 |
+
resolution: 512
|
| 34 |
+
resume_from_checkpoint: null
|
| 35 |
+
revision: null
|
| 36 |
+
save_as_full_pipeline: false
|
| 37 |
+
save_steps: 500
|
| 38 |
+
scale_lr: true
|
| 39 |
+
seed: null
|
| 40 |
+
tokenizer_name: null
|
| 41 |
+
train_batch_size: 1
|
| 42 |
+
train_data_dir: /export/home/workspace/dreambooth/diffusers/official_benchmark/dreambooth/dataset/shiny_sneaker
|
| 43 |
+
validation_epochs: null
|
| 44 |
+
validation_prompt: null
|
| 45 |
+
validation_steps: 100
|
logs/textual_inversion/events.out.tfevents.1683682453.sfr-pod-li-d-a100-8.1441039.0
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1007006
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model_index.json
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| 1 |
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{
|
| 2 |
+
"_class_name": "StableDiffusionPipeline",
|
| 3 |
+
"_diffusers_version": "0.17.0.dev0",
|
| 4 |
+
"feature_extractor": [
|
| 5 |
+
"transformers",
|
| 6 |
+
"CLIPImageProcessor"
|
| 7 |
+
],
|
| 8 |
+
"requires_safety_checker": true,
|
| 9 |
+
"safety_checker": [
|
| 10 |
+
"stable_diffusion",
|
| 11 |
+
"StableDiffusionSafetyChecker"
|
| 12 |
+
],
|
| 13 |
+
"scheduler": [
|
| 14 |
+
"diffusers",
|
| 15 |
+
"PNDMScheduler"
|
| 16 |
+
],
|
| 17 |
+
"text_encoder": [
|
| 18 |
+
"transformers",
|
| 19 |
+
"CLIPTextModel"
|
| 20 |
+
],
|
| 21 |
+
"tokenizer": [
|
| 22 |
+
"transformers",
|
| 23 |
+
"CLIPTokenizer"
|
| 24 |
+
],
|
| 25 |
+
"unet": [
|
| 26 |
+
"diffusers",
|
| 27 |
+
"UNet2DConditionModel"
|
| 28 |
+
],
|
| 29 |
+
"vae": [
|
| 30 |
+
"diffusers",
|
| 31 |
+
"AutoencoderKL"
|
| 32 |
+
]
|
| 33 |
+
}
|
safety_checker/config.json
ADDED
|
@@ -0,0 +1,168 @@
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ADDED
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ADDED
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ADDED
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| 23 |
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|
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tokenizer/tokenizer_config.json
ADDED
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| 5 |
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|
| 9 |
+
"single_word": false
|
| 10 |
+
},
|
| 11 |
+
"clean_up_tokenization_spaces": true,
|
| 12 |
+
"do_lower_case": true,
|
| 13 |
+
"eos_token": {
|
| 14 |
+
"__type": "AddedToken",
|
| 15 |
+
"content": "<|endoftext|>",
|
| 16 |
+
"lstrip": false,
|
| 17 |
+
"normalized": true,
|
| 18 |
+
"rstrip": false,
|
| 19 |
+
"single_word": false
|
| 20 |
+
},
|
| 21 |
+
"errors": "replace",
|
| 22 |
+
"model_max_length": 77,
|
| 23 |
+
"pad_token": "<|endoftext|>",
|
| 24 |
+
"tokenizer_class": "CLIPTokenizer",
|
| 25 |
+
"unk_token": {
|
| 26 |
+
"__type": "AddedToken",
|
| 27 |
+
"content": "<|endoftext|>",
|
| 28 |
+
"lstrip": false,
|
| 29 |
+
"normalized": true,
|
| 30 |
+
"rstrip": false,
|
| 31 |
+
"single_word": false
|
| 32 |
+
}
|
| 33 |
+
}
|
tokenizer/vocab.json
ADDED
|
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|
|
|
unet/config.json
ADDED
|
@@ -0,0 +1,61 @@
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|
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|
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|
|
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|
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|
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|
|
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|
|
|
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|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DConditionModel",
|
| 3 |
+
"_diffusers_version": "0.17.0.dev0",
|
| 4 |
+
"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"addition_embed_type": null,
|
| 7 |
+
"addition_embed_type_num_heads": 64,
|
| 8 |
+
"attention_head_dim": 8,
|
| 9 |
+
"block_out_channels": [
|
| 10 |
+
320,
|
| 11 |
+
640,
|
| 12 |
+
1280,
|
| 13 |
+
1280
|
| 14 |
+
],
|
| 15 |
+
"center_input_sample": false,
|
| 16 |
+
"class_embed_type": null,
|
| 17 |
+
"class_embeddings_concat": false,
|
| 18 |
+
"conv_in_kernel": 3,
|
| 19 |
+
"conv_out_kernel": 3,
|
| 20 |
+
"cross_attention_dim": 768,
|
| 21 |
+
"cross_attention_norm": null,
|
| 22 |
+
"down_block_types": [
|
| 23 |
+
"CrossAttnDownBlock2D",
|
| 24 |
+
"CrossAttnDownBlock2D",
|
| 25 |
+
"CrossAttnDownBlock2D",
|
| 26 |
+
"DownBlock2D"
|
| 27 |
+
],
|
| 28 |
+
"downsample_padding": 1,
|
| 29 |
+
"dual_cross_attention": false,
|
| 30 |
+
"encoder_hid_dim": null,
|
| 31 |
+
"flip_sin_to_cos": true,
|
| 32 |
+
"freq_shift": 0,
|
| 33 |
+
"in_channels": 4,
|
| 34 |
+
"layers_per_block": 2,
|
| 35 |
+
"mid_block_only_cross_attention": null,
|
| 36 |
+
"mid_block_scale_factor": 1,
|
| 37 |
+
"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 38 |
+
"norm_eps": 1e-05,
|
| 39 |
+
"norm_num_groups": 32,
|
| 40 |
+
"num_class_embeds": null,
|
| 41 |
+
"only_cross_attention": false,
|
| 42 |
+
"out_channels": 4,
|
| 43 |
+
"projection_class_embeddings_input_dim": null,
|
| 44 |
+
"resnet_out_scale_factor": 1.0,
|
| 45 |
+
"resnet_skip_time_act": false,
|
| 46 |
+
"resnet_time_scale_shift": "default",
|
| 47 |
+
"sample_size": 64,
|
| 48 |
+
"time_cond_proj_dim": null,
|
| 49 |
+
"time_embedding_act_fn": null,
|
| 50 |
+
"time_embedding_dim": null,
|
| 51 |
+
"time_embedding_type": "positional",
|
| 52 |
+
"timestep_post_act": null,
|
| 53 |
+
"up_block_types": [
|
| 54 |
+
"UpBlock2D",
|
| 55 |
+
"CrossAttnUpBlock2D",
|
| 56 |
+
"CrossAttnUpBlock2D",
|
| 57 |
+
"CrossAttnUpBlock2D"
|
| 58 |
+
],
|
| 59 |
+
"upcast_attention": false,
|
| 60 |
+
"use_linear_projection": false
|
| 61 |
+
}
|
unet/diffusion_pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:39aeb5f57e936fdb52331f49d69299fb130a5456c269b67c08699b109e8485fd
|
| 3 |
+
size 3438375973
|
vae/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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "AutoencoderKL",
|
| 3 |
+
"_diffusers_version": "0.17.0.dev0",
|
| 4 |
+
"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"block_out_channels": [
|
| 7 |
+
128,
|
| 8 |
+
256,
|
| 9 |
+
512,
|
| 10 |
+
512
|
| 11 |
+
],
|
| 12 |
+
"down_block_types": [
|
| 13 |
+
"DownEncoderBlock2D",
|
| 14 |
+
"DownEncoderBlock2D",
|
| 15 |
+
"DownEncoderBlock2D",
|
| 16 |
+
"DownEncoderBlock2D"
|
| 17 |
+
],
|
| 18 |
+
"in_channels": 3,
|
| 19 |
+
"latent_channels": 4,
|
| 20 |
+
"layers_per_block": 2,
|
| 21 |
+
"norm_num_groups": 32,
|
| 22 |
+
"out_channels": 3,
|
| 23 |
+
"sample_size": 512,
|
| 24 |
+
"scaling_factor": 0.18215,
|
| 25 |
+
"up_block_types": [
|
| 26 |
+
"UpDecoderBlock2D",
|
| 27 |
+
"UpDecoderBlock2D",
|
| 28 |
+
"UpDecoderBlock2D",
|
| 29 |
+
"UpDecoderBlock2D"
|
| 30 |
+
]
|
| 31 |
+
}
|
vae/diffusion_pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:f3d17aa398e021a2600c4a8b570060056a069a1b7b6f8ace78ffa52fff69395d
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| 3 |
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size 334715313
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