configuration.json

{   "framework": "pytorch",
    "task": "text-to-video-synthesis",
    "model": {
        "type": "latent-text-to-video-synthesis",
        "model_args": {
            "ckpt_clip": "open_clip_pytorch_model.bin",
            "ckpt_unet": "text2video_pytorch_model.pth",
            "ckpt_autoencoder": "VQGAN_autoencoder.pth",
            "max_frames": 16,
            "tiny_gpu": 1
        },
        "model_cfg": {
            "unet_in_dim": 4,
            "unet_dim": 320,
            "unet_y_dim": 768,
            "unet_context_dim": 1024,
            "unet_out_dim": 4,
            "unet_dim_mult": [1, 2, 4, 4],
            "unet_num_heads": 8,
            "unet_head_dim": 64,
            "unet_res_blocks": 2,
            "unet_attn_scales": [1, 0.5, 0.25],
            "unet_dropout": 0.1,
            "temporal_attention": "True",
            "num_timesteps": 1000,
            "mean_type": "eps",
            "var_type": "fixed_small",
            "loss_type": "mse"
        }
    },
    "pipeline": {
        "type": "latent-text-to-video-synthesis"
    }
}