{ "model_type": "manifold4d", "architectures": [ "Manifold4DModel" ], "framework": "pytorch", "task": "video-to-video", "auto_map": { "AutoModel": "modeling_manifold4d.Manifold4DModel" }, "model_config": { "base_model": "Wan-AI/Wan2.1-T2V-14B", "backbone": "wan2.1-t2v-14b", "latent_channels": 16, "patch_size": [1, 2, 2], "num_frames": 49, "num_latent_frames": 13, "height": 384, "width": 672, "patchify_kernel": [1, 2, 2], "patchify_stride": [1, 2, 2], "num_blocks": 40, "num_projectors": 40, "projector_dim": 5120, "mask_channels": 2, "dtype": "bfloat16" }, "inference_config": { "num_inference_steps": 50, "guidance_scale": 5.0, "timestep_shift": 5.0 }, "license": "apache-2.0" }