Text-to-Image
MLX
MiniMax H3
Safetensors
English
apple-silicon
macos
image-to-image
image-editing
image-generation
Instructions to use devin-lai/MiniMax-H3-Image-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use devin-lai/MiniMax-H3-Image-mlx with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download devin-lai/MiniMax-H3-Image-mlx --local-dir MiniMax-H3-Image-mlx
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download reports/optimization-r3/compact-deployment/summary.json from devin-lai/MiniMax-H3-Image-mlx: direct link, hf CLI and curl.
- Browser
- Download file 1.85 kB
-
https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/reports/optimization-r3/compact-deployment/summary.json
- Command line
-
hf download hf://devin-lai/MiniMax-H3-Image-mlx/reports/optimization-r3/compact-deployment/summary.json
-
curl -L -o summary.json https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/reports/optimization-r3/compact-deployment/summary.json
1.85 kB
| { | |
| "root": "outputs/optimization-r3-compact", | |
| "cases": { | |
| "product": { | |
| "control": { | |
| "samples_s": [ | |
| 66.73659237497486, | |
| 67.69735000003129, | |
| 66.51806045905687 | |
| ], | |
| "median_s": 66.73659237497486, | |
| "min_s": 66.51806045905687, | |
| "max_s": 67.69735000003129, | |
| "peak_physical_bytes": 34269748624, | |
| "peak_mlx_bytes": 32102341812 | |
| }, | |
| "qk-fc2-native-norm": { | |
| "samples_s": [ | |
| 64.8621540828608, | |
| 65.30018041608855, | |
| 63.02173458295874 | |
| ], | |
| "median_s": 64.8621540828608, | |
| "min_s": 63.02173458295874, | |
| "max_s": 65.30018041608855, | |
| "peak_physical_bytes": 34089393624, | |
| "peak_mlx_bytes": 32159138472 | |
| }, | |
| "reduction_pct": 2.808711421137755 | |
| }, | |
| "portrait": { | |
| "control": { | |
| "samples_s": [ | |
| 66.77446975000203, | |
| 66.11278283409774, | |
| 65.95004508295096 | |
| ], | |
| "median_s": 66.11278283409774, | |
| "min_s": 65.95004508295096, | |
| "max_s": 66.77446975000203, | |
| "peak_physical_bytes": 34397462120, | |
| "peak_mlx_bytes": 32101359360 | |
| }, | |
| "qk-fc2-native-norm": { | |
| "samples_s": [ | |
| 63.443048041081056, | |
| 62.976549667073414, | |
| 63.25747816590592 | |
| ], | |
| "median_s": 63.25747816590592, | |
| "min_s": 62.976549667073414, | |
| "max_s": 63.443048041081056, | |
| "peak_physical_bytes": 34173296232, | |
| "peak_mlx_bytes": 32103570176 | |
| }, | |
| "reduction_pct": 4.3188390289921275 | |
| } | |
| }, | |
| "all_pixel_identical": true, | |
| "all_trace_identical": true, | |
| "scope": "Paired warm complete generation including encoding-cache checks, six heads, decode, trace/PNG save. Parent physical footprint sampled every 100ms; both compiled variants can be resident." | |
| } | |