bubbliiiing
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Parent(s):
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Update config
Browse files- README.md +4 -5
- transformer/config.json +10 -1
- vae/config.json +32 -11
README.md
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# Model zoo
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EasyAnimateV3:
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| Name | Type | Storage Space |
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| EasyAnimateV3-XL-2-InP-512x512.tar | EasyAnimateV3 |
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| EasyAnimateV3-XL-2-InP-768x768.tar | EasyAnimateV3 |
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| EasyAnimateV3-XL-2-InP-960x960.tar | EasyAnimateV3 |
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| easyanimatev3_minimalism_lora.safetensors | Lora of Pixart | 485.1MB | [Download](https://pai-aigc-photog.oss-cn-hangzhou.aliyuncs.com/easyanimate/Personalized_Model/easyanimatev2_minimalism_lora.safetensors) | - | A lora training with a specifial type images. Images can be downloaded from [Url](https://pai-aigc-photog.oss-cn-hangzhou.aliyuncs.com/easyanimate/asset/v2/Minimalism.zip). |
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# Algorithm Detailed
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### 1. Data Preprocessing
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# Model zoo
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EasyAnimateV3:
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| Name | Type | Storage Space | Hugging Face | Model Scope | Description |
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|--|--|--|--|--|--|
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| EasyAnimateV3-XL-2-InP-512x512.tar | EasyAnimateV3 | 18.2GB | [🤗Link](https://huggingface.co/alibaba-pai/EasyAnimateV3-XL-2-InP-512x512)| [😄Link](https://modelscope.cn/models/PAI/EasyAnimateV3-XL-2-InP-512x512) | EasyAnimateV3 official weights for 512x512 text and image to video resolution. Training with 144 frames and fps 24 |
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| EasyAnimateV3-XL-2-InP-768x768.tar | EasyAnimateV3 | 18.2GB | [🤗Link](https://huggingface.co/alibaba-pai/EasyAnimateV3-XL-2-InP-768x768) | [😄Link](https://modelscope.cn/models/PAI/EasyAnimateV3-XL-2-InP-768x768) | EasyAnimateV3 official weights for 768x768 text and image to video resolution. Training with 144 frames and fps 24 |
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| EasyAnimateV3-XL-2-InP-960x960.tar | EasyAnimateV3 | 18.2GB | [🤗Link](https://huggingface.co/alibaba-pai/EasyAnimateV3-XL-2-InP-960x960) | [😄Link](https://modelscope.cn/models/PAI/EasyAnimateV3-XL-2-InP-960x960) | EasyAnimateV3 official weights for 960x960 text and image to video resolution. Training with 144 frames and fps 24 |
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# Algorithm Detailed
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### 1. Data Preprocessing
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transformer/config.json
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{
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"_class_name": "Transformer3DModel",
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"_diffusers_version": "0.
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"activation_fn": "gelu-approximate",
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"attention_bias": true,
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"attention_head_dim": 72,
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"attention_type": "default",
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"decay": 0.9999,
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"double_self_attention": false,
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"dropout": 0.0,
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"enable_uvit": true,
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"fake_3d": false,
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"in_channels": 12,
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"inv_gamma": 1.0,
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"min_decay": 0.0,
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"motion_module_kwargs_even": {
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"attention_block_types": [
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"Temporal_Self",
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"block_size": 1,
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"num_attention_heads": 16,
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"num_transformer_block": 1,
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"temporal_attention_dim_div": 1,
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"temporal_position_encoding": true,
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"temporal_position_encoding_max_len": 4096
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"block_size": 1,
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"num_attention_heads": 16,
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"num_transformer_block": 1,
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"temporal_attention_dim_div": 1,
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"temporal_position_encoding": true,
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"temporal_position_encoding_max_len": 4096
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"patch_3d": false,
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"patch_size": 2,
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"power": 0.6666666666666666,
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"sample_size": 64,
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"time_patch_size": null,
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"time_position_encoding_before_transformer": false,
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{
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"_class_name": "Transformer3DModel",
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"_diffusers_version": "0.30.1",
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"activation_fn": "gelu-approximate",
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"add_noise_in_inpaint_model": false,
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"after_norm": false,
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"attention_bias": true,
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"attention_head_dim": 72,
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"attention_type": "default",
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"decay": 0.9999,
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"double_self_attention": false,
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"dropout": 0.0,
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"enable_clip_in_inpaint": true,
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"enable_text_attention_mask": true,
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"enable_uvit": true,
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"fake_3d": false,
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"in_channels": 12,
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"inv_gamma": 1.0,
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"min_decay": 0.0,
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"motion_module_kwargs": null,
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"motion_module_kwargs_even": {
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"attention_block_types": [
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"Temporal_Self",
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"block_size": 1,
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"num_attention_heads": 16,
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"num_transformer_block": 1,
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"remove_time_embedding_in_photo": false,
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"temporal_attention_dim_div": 1,
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"temporal_position_encoding": true,
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"temporal_position_encoding_max_len": 4096
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"block_size": 1,
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"num_attention_heads": 16,
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"num_transformer_block": 1,
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"remove_time_embedding_in_photo": false,
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"temporal_attention_dim_div": 1,
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"temporal_position_encoding": true,
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"temporal_position_encoding_max_len": 4096
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"patch_3d": false,
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"patch_size": 2,
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"power": 0.6666666666666666,
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"qk_norm": false,
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"resize_inpaint_mask_directly": false,
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"sample_size": 64,
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"time_patch_size": null,
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"time_position_encoding_before_transformer": false,
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vae/config.json
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{
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"_class_name": "
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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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512,
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512
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],
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"down_block_types": [
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"SpatialDownBlock3D",
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"SpatialTemporalDownBlock3D",
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"SpatialTemporalDownBlock3D",
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"SpatialTemporalDownBlock3D"
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],
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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": 256,
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"scaling_factor": 0.18215,
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"slice_compression_vae": true,
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"
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"
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"
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"
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"up_block_types": [
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"SpatialUpBlock3D",
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"SpatialTemporalUpBlock3D",
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"SpatialTemporalUpBlock3D",
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"SpatialTemporalUpBlock3D"
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]
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}
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{
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"_class_name": "AutoencoderKLMagvit",
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"_diffusers_version": "0.30.1",
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"act_fn": "silu",
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"block_out_channels": [
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128,
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512,
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512
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],
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"cache_compression_vae": false,
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"cache_mag_vae": false,
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"ch": 128,
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"ch_mult": [
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1,
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],
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"down_block_types": [
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"SpatialDownBlock3D",
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"SpatialTemporalDownBlock3D",
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"SpatialTemporalDownBlock3D",
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"SpatialTemporalDownBlock3D"
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],
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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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"mid_block_attention_type": "3d",
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"mid_block_num_attention_heads": 1,
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"mid_block_type": "MidBlock3D",
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"mid_block_use_attention": true,
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"mini_batch_decoder": 2,
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"mini_batch_encoder": 8,
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"norm_num_groups": 32,
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"num_attention_heads": 1,
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"out_channels": 3,
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"sample_size": 256,
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"scaling_factor": 0.18215,
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"slice_compression_vae": true,
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"slice_mag_vae": true,
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"spatial_group_norm": false,
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"tile_overlap_factor": 0.25,
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"tile_sample_min_size": 384,
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"up_block_types": [
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"SpatialUpBlock3D",
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"SpatialTemporalUpBlock3D",
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"SpatialTemporalUpBlock3D",
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"SpatialTemporalUpBlock3D"
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],
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"upcast_vae": false,
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"use_gc_blocks": null,
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"use_tiling": true,
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"use_tiling_decoder": false,
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"use_tiling_encoder": false
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}
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