Image-Text-to-Video
Diffusers
Safetensors
orbitquant
comfyui
w4
w4a4
native-w4a4-transformer-runtime
text-to-video
audio-video-generation
8-bit precision
Instructions to use WaveCut/MiniMax-H3-OrbitQuant-W4A4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use WaveCut/MiniMax-H3-OrbitQuant-W4A4 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/MiniMax-H3-OrbitQuant-W4A4", 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
| { | |
| "1": { | |
| "class_type": "OrbitQuantReleaseLoader", | |
| "inputs": { | |
| "model_path": "/workspace/models/MiniMax-H3-OrbitQuant-W4A4" | |
| }, | |
| "_meta": { | |
| "title": "OrbitQuant Release Loader" | |
| } | |
| }, | |
| "2": { | |
| "class_type": "OrbitQuantGenerateVideo", | |
| "inputs": { | |
| "release": [ | |
| "1", | |
| 0 | |
| ], | |
| "prompt": "Single continuous cinematic shot of the referenced astronaut. The astronaut turns toward the camera and raises one gloved hand as the camera makes a fast smooth push-in toward the helmet visor. The face, eyes, visor reflections, suit patches, and fabric texture remain coherent during motion. No cuts.", | |
| "task": "ref2va", | |
| "inference_profile": "speed", | |
| "reference_path": "/workspace/evidence/astronaut.png", | |
| "seed": 314159, | |
| "width": 608, | |
| "height": 480, | |
| "num_frames": 124, | |
| "steps": 24, | |
| "filename_prefix": "orbitquant/minimax-h3-ref2va" | |
| }, | |
| "_meta": { | |
| "title": "OrbitQuant Generate Video" | |
| } | |
| } | |
| } | |