init

VideoStudio Weights

u2net.pth

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videostudio-img-combine.bin

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videostudio-img-encoder/config.json

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+{
+  "_name_or_path": "./image_encoder",
+  "architectures": [
+    "CLIPVisionModelWithProjection"
+  ],
+  "attention_dropout": 0.0,
+  "dropout": 0.0,
+  "hidden_act": "gelu",
+  "hidden_size": 1280,
+  "image_size": 224,
+  "initializer_factor": 1.0,
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+  "intermediate_size": 5120,
+  "layer_norm_eps": 1e-05,
+  "model_type": "clip_vision_model",
+  "num_attention_heads": 16,
+  "num_channels": 3,
+  "num_hidden_layers": 32,
+  "patch_size": 14,
+  "projection_dim": 1024,
+  "torch_dtype": "float16",
+  "transformers_version": "4.28.0.dev0"
+}

videostudio-img-encoder/pytorch_model.bin

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videostudio-vid/scheduler/scheduler_config.json

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+{
+  "_class_name": "EulerDiscreteScheduler",
+  "_diffusers_version": "0.18.0.dev0",
+  "beta_end": 0.012,
+  "beta_schedule": "scaled_linear",
+  "beta_start": 0.00085,
+  "clip_sample": false,
+  "clip_sample_range": 1.0,
+  "dynamic_thresholding_ratio": 0.995,
+  "interpolation_type": "linear",
+  "num_train_timesteps": 1000,
+  "prediction_type": "epsilon",
+  "rescale_betas_zero_snr": false,
+  "sample_max_value": 1.0,
+  "set_alpha_to_one": false,
+  "skip_prk_steps": true,
+  "steps_offset": 1,
+  "thresholding": false,
+  "timestep_spacing": "leading",
+  "trained_betas": null,
+  "use_karras_sigmas": false
+}

videostudio-vid/text_encoder/config.json

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+{
+  "_name_or_path": "./text_encoder",
+  "architectures": [
+    "CLIPTextModel"
+  ],
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+  "bos_token_id": 0,
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+  "hidden_act": "quick_gelu",
+  "hidden_size": 768,
+  "initializer_factor": 1.0,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 77,
+  "model_type": "clip_text_model",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "projection_dim": 768,
+  "torch_dtype": "float16",
+  "transformers_version": "4.31.0.dev0",
+  "vocab_size": 49408
+}

videostudio-vid/text_encoder/pytorch_model.fp16.bin

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videostudio-vid/text_encoder_2/config.json

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+{
+  "_name_or_path": "./text_encoder_2",
+  "architectures": [
+    "CLIPTextModelWithProjection"
+  ],
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+  "hidden_act": "gelu",
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+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 77,
+  "model_type": "clip_text_model",
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+  "num_hidden_layers": 32,
+  "pad_token_id": 1,
+  "projection_dim": 1280,
+  "torch_dtype": "float16",
+  "transformers_version": "4.31.0.dev0",
+  "vocab_size": 49408
+}

videostudio-vid/text_encoder_2/pytorch_model.fp16.bin

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videostudio-vid/tokenizer/special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<|startoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

videostudio-vid/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
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+  "do_lower_case": true,
+  "eos_token": {
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+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "errors": "replace",
+  "model_max_length": 77,
+  "pad_token": "<|endoftext|>",
+  "tokenizer_class": "CLIPTokenizer",
+  "unk_token": {
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+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

videostudio-vid/tokenizer_2/special_tokens_map.json

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+{
+  "bos_token": {
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+    "lstrip": false,
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+    "single_word": false
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

videostudio-vid/tokenizer_2/tokenizer_config.json

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+{
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+  "bos_token": {
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+    "content": "<|startoftext|>",
+    "lstrip": false,
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

videostudio-vid/unet/config.json

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+{
+  "_class_name": "UNet3DConditionXLModel",
+  "_diffusers_version": "0.18.1",
+  "_name_or_path": "./outputs/2023-11-07T13-00-06_txt2vid-diffuser-xl-train-webmix-1-1.2-768-aescond-lat-action-lf16-lr3-A800/checkpoint-0-12000/unet",
+  "act_fn": "silu",
+  "action_prob_fea_guidance": true,
+  "addition_embed_type": "text_time",
+  "addition_embed_type_num_heads": 64,
+  "addition_time_embed_dim": 256,
+  "aes_condition": true,
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+  "class_embeddings_concat": false,
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+  "conv_out_kernel": 3,
+  "cross_attention_dim": 1280,
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+  "down_block_types": [
+    "DownBlock3D",
+    "CrossAttnDownBlock3D",
+    "CrossAttnDownBlock3D"
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+  "dual_cross_attention": false,
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+  "flip_sin_to_cos": true,
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+  "insert_text_adapter": false,
+  "layers_per_block": 2,
+  "mid_block_scale_factor": 1,
+  "mid_block_type": "UNetMidBlock3DCrossAttn",
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+  "projection_class_embeddings_input_dim": 2816,
+  "resnet_out_scale_factor": 1.0,
+  "resnet_skip_time_act": false,
+  "resnet_time_scale_shift": "default",
+  "sample_size": 128,
+  "temporal_res_use_more_conv": false,
+  "temporal_trans_double_equip": false,
+  "temporal_trans_num_align_spatial": true,
+  "temporal_transformer_zero_init": true,
+  "text_embedding_guidance": false,
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+  "time_embedding_type": "positional",
+  "timestep_post_act": null,
+  "transformer_layers_per_block": [
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+    2,
+    10
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+  "up_block_types": [
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+    "CrossAttnUpBlock3D",
+    "UpBlock3D"
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+  "upcast_attention": false,
+  "use_linear_projection": true,
+  "use_transformer_in": true,
+  "warping_concate_in_channel": false
+}

videostudio-vid/unet/diffusion_pytorch_model.bin

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videostudio-vid/vae/config.json

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+  "_diffusers_version": "0.18.0.dev0",
+  "_name_or_path": "./vae",
+  "act_fn": "silu",
+  "block_out_channels": [
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+  "latent_channels": 4,
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+  "norm_num_groups": 32,
+  "out_channels": 3,
+  "sample_size": 1024,
+  "scaling_factor": 0.13025,
+  "up_block_types": [
+    "UpDecoderBlock2D",
+    "UpDecoderBlock2D",
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+    "UpDecoderBlock2D"
+  ]
+}

videostudio-vid/vae/diffusion_pytorch_model.fp16.bin

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