{ "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" } }