Diffusers
Safetensors
OrbitQuantComponentArtifact
orbitquant
quantized
diffusion-transformer
8-bit precision
Instructions to use WaveCut/Wan2.1-T2V-1.3B-Diffusers-OrbitQuant-W4A6 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use WaveCut/Wan2.1-T2V-1.3B-Diffusers-OrbitQuant-W4A6 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("WaveCut/Wan2.1-T2V-1.3B-Diffusers-OrbitQuant-W4A6", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
| { | |
| "status": "not_run", | |
| "source_model_id": "Wan-AI/Wan2.1-T2V-1.3B-Diffusers", | |
| "source_revision": "0fad780a534b6463e45facd96134c9f345acfa5b", | |
| "weight_bits": 4, | |
| "activation_bits": 6, | |
| "codebook_version": 2, | |
| "target_policy": "wan", | |
| "runtime_mode": "auto_fused", | |
| "activation_kernel_backend": "auto", | |
| "activation_eps": 1e-10, | |
| "quantization_device": "cuda", | |
| "weight_quantization_backend": "triton_cuda", | |
| "quantization_staging_mode": "streaming", | |
| "synchronize_per_module": false, | |
| "quantization_elapsed_seconds": 14.883709217887372, | |
| "orbitquant_seconds": 14.584000889211893, | |
| "adaln_seconds": 0.0, | |
| "device_transfer_seconds": 0.2861668961122632, | |
| "module_device_transfer_count": 300, | |
| "metrics": {}, | |
| "native_smoke": { | |
| "proof_format": "orbitquant-native-smoke-v1", | |
| "proof_source": "local_compare_native_bundle", | |
| "comparison_asset_path": "assets/video_generation_comparison_matrix.webp", | |
| "paired_prompt_seed_count": 1, | |
| "paired_prompt_seed_keys": [ | |
| [ | |
| "wan-native", | |
| "0", | |
| "simple-motion" | |
| ] | |
| ], | |
| "splits": { | |
| "original": { | |
| "records": 1, | |
| "generated_samples": 1, | |
| "generated_frames": 81, | |
| "nonempty_output_count": 1, | |
| "seeds": [ | |
| "0" | |
| ], | |
| "prompt_ids": [ | |
| "simple-motion" | |
| ], | |
| "pair_keys": [ | |
| [ | |
| "wan-native", | |
| "0", | |
| "simple-motion" | |
| ] | |
| ], | |
| "native_settings": [ | |
| { | |
| "export_fps": 16, | |
| "frames": 81, | |
| "guidance": 5.0, | |
| "height": 480, | |
| "steps": 50, | |
| "suite": "wan-native", | |
| "width": 832 | |
| } | |
| ] | |
| }, | |
| "orbitquant": { | |
| "records": 1, | |
| "generated_samples": 1, | |
| "generated_frames": 81, | |
| "nonempty_output_count": 1, | |
| "seeds": [ | |
| "0" | |
| ], | |
| "prompt_ids": [ | |
| "simple-motion" | |
| ], | |
| "pair_keys": [ | |
| [ | |
| "wan-native", | |
| "0", | |
| "simple-motion" | |
| ] | |
| ], | |
| "native_settings": [ | |
| { | |
| "export_fps": 16, | |
| "frames": 81, | |
| "guidance": 5.0, | |
| "height": 480, | |
| "steps": 50, | |
| "suite": "wan-native", | |
| "width": 832 | |
| } | |
| ] | |
| } | |
| } | |
| }, | |
| "published_summary": "compact", | |
| "raw_generation_records": "local-only" | |
| } | |