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VQGAN_autoencoder.pth ADDED
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configuration.json ADDED
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+ { "framework": "pytorch",
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+ "task": "text-to-video-synthesis",
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+ "model": {
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+ "type": "latent-text-to-video-synthesis",
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+ "model_args": {
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+ "ckpt_clip": "open_clip_pytorch_model.bin",
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+ "ckpt_unet": "text2video_pytorch_model.pth",
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+ "ckpt_autoencoder": "VQGAN_autoencoder.pth",
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+ "max_frames": 16,
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+ "tiny_gpu": 1
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+ },
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+ "model_cfg": {
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+ "unet_in_dim": 4,
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+ "unet_dim": 320,
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+ "unet_y_dim": 768,
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+ "unet_context_dim": 1024,
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+ "unet_out_dim": 4,
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+ "unet_dim_mult": [1, 2, 4, 4],
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+ "unet_num_heads": 8,
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+ "unet_res_blocks": 2,
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+ "unet_attn_scales": [1, 0.5, 0.25],
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+ "unet_dropout": 0.1,
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+ "temporal_attention": "True",
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+ "num_timesteps": 1000,
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+ "mean_type": "eps",
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+ "var_type": "fixed_small",
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+ "loss_type": "mse"
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+ }
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+ },
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+ "pipeline": {
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+ "type": "latent-text-to-video-synthesis"
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+ }
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+ }
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+
open_clip_pytorch_model.bin ADDED
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text2video_pytorch_model.pth ADDED
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