Instructions to use nvidia/Cosmos3-Super-Image2Video with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Cosmos
How to use nvidia/Cosmos3-Super-Image2Video with Cosmos:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Diffusers
How to use nvidia/Cosmos3-Super-Image2Video with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image, export_to_video # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("nvidia/Cosmos3-Super-Image2Video", dtype=torch.bfloat16, device_map="cuda") pipe.to("cuda") prompt = "A man with short gray hair plays a red electric guitar." image = load_image( "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png" ) output = pipe(image=image, prompt=prompt).frames[0] export_to_video(output, "output.mp4") - Notebooks
- Google Colab
- Kaggle
| { | |
| "_class_name": "Cosmos3OmniTransformer", | |
| "_diffusers_version": "0.38.0", | |
| "action_dim": 32, | |
| "action_gen": false, | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "base_fps": 16, | |
| "dtype": "bfloat16", | |
| "enable_fps_modulation": true, | |
| "freeze_und": false, | |
| "head_dim": 128, | |
| "hidden_act": "silu", | |
| "hidden_size": 5120, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 25600, | |
| "joint_attn_implementation": "two_way", | |
| "latent_channel": 48, | |
| "latent_patch_size": 2, | |
| "max_action_dim": 32, | |
| "max_position_embeddings": 262144, | |
| "model_type": "qwen3_vl_text", | |
| "num_attention_heads": 64, | |
| "num_embodiment_domains": 32, | |
| "num_hidden_layers": 64, | |
| "num_key_value_heads": 8, | |
| "patch_latent_dim": 192, | |
| "position_embedding_type": "unified_3d_mrope", | |
| "qk_norm": false, | |
| "qk_norm_for_diffusion": true, | |
| "qk_norm_for_text": true, | |
| "rms_norm_eps": 1e-06, | |
| "rope_scaling": { | |
| "mrope_interleaved": true, | |
| "mrope_section": [ | |
| 24, | |
| 20, | |
| 20 | |
| ], | |
| "rope_type": "default" | |
| }, | |
| "rope_theta": 5000000, | |
| "sound_dim": null, | |
| "sound_gen": false, | |
| "sound_latent_fps": 25, | |
| "temporal_compression_factor_sound": 1, | |
| "timestep_scale": 0.001, | |
| "unified_3d_mrope_reset_spatial_ids": true, | |
| "unified_3d_mrope_temporal_modality_margin": 15000, | |
| "use_cache": true, | |
| "use_moe": true, | |
| "video_temporal_causal": false, | |
| "vocab_size": 151936 | |
| } | |