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low_res_scheduler/scheduler_config.json

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+{
+  "_class_name": "DDPMScheduler",
+  "_diffusers_version": "0.9.0.dev0",
+  "beta_end": 0.02,
+  "beta_schedule": "scaled_linear",
+  "beta_start": 0.0001,
+  "clip_sample": true,
+  "num_train_timesteps": 1000,
+  "prediction_type": "epsilon",
+  "trained_betas": null,
+  "variance_type": "fixed_small"
+}

model_index.json

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+{
+  "_class_name": "UpscaleAVideoPipeline",
+  "low_res_scheduler": [
+    "diffusers",
+    "DDPMScheduler"
+  ],
+  "max_noise_level": 200,
+  "text_encoder": [
+    "transformers",
+    "CLIPTextModel"
+  ],
+  "tokenizer": [
+    "transformers",
+    "CLIPTokenizer"
+  ]
+}

propagator/raft-things.pth

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scheduler/scheduler_config.json

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+{
+  "_class_name": "DDIMScheduler",
+  "_diffusers_version": "0.9.0.dev0",
+  "beta_end": 0.02,
+  "beta_schedule": "linear",
+  "beta_start": 0.0001,
+  "clip_sample": false,
+  "num_train_timesteps": 1000,
+  "prediction_type": "v_prediction",
+  "set_alpha_to_one": false,
+  "skip_prk_steps": true,
+  "steps_offset": 1,
+  "trained_betas": null
+}

text_encoder/config.json

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+{
+  "_name_or_path": "hf-models/stable-diffusion-x4-upscaler/text_encoder",
+  "architectures": [
+    "CLIPTextModel"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 0,
+  "dropout": 0.0,
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_size": 1024,
+  "initializer_factor": 1.0,
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 77,
+  "model_type": "clip_text_model",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 23,
+  "pad_token_id": 1,
+  "projection_dim": 512,
+  "torch_dtype": "float32",
+  "transformers_version": "4.25.0.dev0",
+  "vocab_size": 49408
+}

text_encoder/pytorch_model.bin

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tokenizer/special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<|startoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "!",
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer/tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "bos_token": {
+    "__type": "AddedToken",
+    "content": "<|startoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "do_lower_case": true,
+  "eos_token": {
+    "__type": "AddedToken",
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "errors": "replace",
+  "model_max_length": 77,
+  "name_or_path": "hf-models/stable-diffusion-x4-upscaler/tokenizer",
+  "pad_token": "<|endoftext|>",
+  "special_tokens_map_file": "./special_tokens_map.json",
+  "tokenizer_class": "CLIPTokenizer",
+  "unk_token": {
+    "__type": "AddedToken",
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

unet/unet_video.bin

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unet/unet_video_config.json

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+{
+  "_class_name": "UNetVideoModel",
+  "_diffusers_version": "0.9.0.dev0",
+  "_name_or_path": "hf-models/stable-diffusion-x4-upscaler/unet",
+  "act_fn": "silu",
+  "attention_head_dim": 8,
+  "block_out_channels": [
+    256,
+    512,
+    512,
+    1024
+  ],
+  "center_input_sample": false,
+  "cross_attention_dim": 1024,
+  "down_block_types": [
+    "DownBlock3D",
+    "CrossAttnDownBlock3D",
+    "CrossAttnDownBlock3D",
+    "CrossAttnDownBlock3D"
+  ],
+  "downsample_padding": 1,
+  "dual_cross_attention": false,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "in_channels": 7,
+  "layers_per_block": 2,
+  "mid_block_scale_factor": 1,
+  "norm_eps": 1e-05,
+  "norm_num_groups": 32,
+  "num_class_embeds": 1000,
+  "only_cross_attention": [
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+  "sample_size": 128,
+  "up_block_types": [
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+    "CrossAttnUpBlock3D",
+    "CrossAttnUpBlock3D",
+    "UpBlock3D"
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+  "use_linear_projection": true,
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+  "down_temporal_idx": [0, 1, 2, 3],
+  "mid_temporal": true,
+  "up_temporal_idx": [0, 1, 2, 3],
+  "temporal_module_config": {
+    "attention_block_types": ["",""]
+  }
+}

vae/vae_3d.bin

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vae/vae_3d_config.json

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+{
+  "_class_name": "AutoencoderKL3D",
+  "_diffusers_version": "0.9.0.dev0",
+  "_name_or_path": "hf-models/stable-diffusion-x4-upscaler/vae",
+  "act_fn": "silu",
+  "block_out_channels": [
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+    256,
+    512
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+  "down_block_types": [
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+    "DownEncoderBlock3D",
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+  "latent_channels": 4,
+  "layers_per_block": 2,
+  "norm_num_groups": 32,
+  "out_channels": 3,
+  "sample_size": 256,
+  "up_block_types": [
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+    "UpDecoderBlock3D",
+    "UpDecoderBlock3D"
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+  "scaling_factor": 0.08333
+}

vae/vae_video.bin

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vae/vae_video_config.json

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+{
+  "_class_name": "AutoencoderKLVideo",
+  "_diffusers_version": "0.9.0.dev0",
+  "_name_or_path": "hf-models/stable-diffusion-x4-upscaler/vae",
+  "act_fn": "silu",
+  "block_out_channels": [
+    128,
+    256,
+    512
+  ],
+  "down_block_types": [
+    "DownEncoderBlock3D",
+    "DownEncoderBlock3D",
+    "DownEncoderBlock3D"
+  ],
+  "in_channels": 3,
+  "latent_channels": 4,
+  "layers_per_block": 2,
+  "norm_num_groups": 32,
+  "out_channels": 3,
+  "sample_size": 256,
+  "up_block_types": [
+    "UpDecoderBlock3D_plus",
+    "UpDecoderBlock3D_plus",
+    "UpDecoderBlock3D_plus"
+  ],
+  "scaling_factor": 0.08333,
+  "condition_img": true,
+  "condition_channels": 128,
+  "use_temporal_block": true
+}