Image-Text-to-Video
Diffusers
Safetensors
MiniMaxH3ModularPipeline
sdnq
uint4
quantized
text-to-audio-video
image-to-audio-video
reference-to-audio-video
8-bit precision
Instructions to use ai-server-mgr/MiniMax-H3-SDNQ-uint4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use ai-server-mgr/MiniMax-H3-SDNQ-uint4 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("ai-server-mgr/MiniMax-H3-SDNQ-uint4", 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
Download validation_report.json from ai-server-mgr/MiniMax-H3-SDNQ-uint4: direct link, hf CLI and curl.
- Browser
- Download file 2.53 kB
-
https://huggingface.co/ai-server-mgr/MiniMax-H3-SDNQ-uint4/resolve/main/validation_report.json
- Command line
-
hf download hf://ai-server-mgr/MiniMax-H3-SDNQ-uint4/validation_report.json
-
curl -L -o validation_report.json https://huggingface.co/ai-server-mgr/MiniMax-H3-SDNQ-uint4/resolve/main/validation_report.json
2.53 kB
| { | |
| "verified_date_utc": "2026-10-07", | |
| "source_model": "MiniMaxAI/MiniMax-H3", | |
| "source_revision": "42ed227ee7df40d41602854ae760620d6eb651fe", | |
| "runtime": { | |
| "application": "AI Server Manager", | |
| "engine": "SDNQ MiniMax-H3 modular pipeline", | |
| "torch": "2.13.0+cu129", | |
| "cuda": "12.9", | |
| "diffusers": "0.41.0.dev0", | |
| "sdnq": "0.2.5+ai.manager.5", | |
| "local_compatibility_patches_required": true | |
| }, | |
| "dual_gpu": { | |
| "devices": "2 x NVIDIA CMP 170HX 64 GiB", | |
| "workflow": "t2va", | |
| "precision": "bfloat16", | |
| "attention": "flash_attention_2", | |
| "cpu_offload": false, | |
| "reserve_gib_per_gpu": 8, | |
| "generation_id": "1791389692176-i8wwmrq3lhc", | |
| "status": "completed", | |
| "progress_percent": 100.0, | |
| "result_http_status": 200, | |
| "denoising_iterations_observed": 15, | |
| "elapsed_seconds": 123.495726, | |
| "loaded_memory_gib_approx": [30, 22], | |
| "post_generation_memory_gib_approx": [34, 23], | |
| "peak_memory_measured": false, | |
| "exact_request_parameters_available": false, | |
| "audio_visual_quality_reviewed": false | |
| }, | |
| "single_gpu": { | |
| "resident_full_artifact": "not_verified", | |
| "resident_full_artifact_blocker": "Manager preflight estimates 81 GB from complete on-disk artifact size and refuses a 64 GiB card before actual loading.", | |
| "cpu_offload_test_view": { | |
| "startup": "passed", | |
| "generation": "completed", | |
| "generation_id": "1791391519005-khwx9gmsghs", | |
| "generation_workflow": "t2va", | |
| "result_http_status": 206, | |
| "result_bytes": 592301, | |
| "generation_total_seconds": 259.109, | |
| "generation_inference_seconds": 257.372, | |
| "generation_load_seconds": 0.0, | |
| "audio_visual_quality_reviewed": false, | |
| "view": "MiniMax-H3-SDNQ-uint4-T2VA", | |
| "logical_bytes": 54794941842, | |
| "logical_gib": 51.03176631219685, | |
| "workflows_available": ["t2va", "fl2va"], | |
| "transformer_ref_omitted_from_view_only": true, | |
| "original_reference_weights_preserved": true, | |
| "large_files_hard_linked": true, | |
| "cuda_visible_devices": "0", | |
| "h3_gpu_mode": "auto", | |
| "h3_cpu_offload": true, | |
| "reserve_gib": 8, | |
| "attention": "flash_attention_2", | |
| "ready_http_status": 200, | |
| "model_loaded": true, | |
| "idle_gpu_memory_gib": 0.3828125, | |
| "process_rss_kib": 9953972, | |
| "process_swap_kib": 0, | |
| "generation_peak_memory_measured": false | |
| } | |
| }, | |
| "fl2va_generation": "not_verified", | |
| "ref2va_generation": "not_verified", | |
| "quality_parity_with_original": "not_measured" | |
| } | |