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/deployment/summary.json from devin-lai/MiniMax-H3-Image-mlx: direct link, hf CLI and curl.
- Browser
- Download file 1.83 kB
-
https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/reports/optimization-r3/deployment/summary.json
- Command line
-
hf download hf://devin-lai/MiniMax-H3-Image-mlx/reports/optimization-r3/deployment/summary.json
-
curl -L -o summary.json https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/reports/optimization-r3/deployment/summary.json
1.83 kB
| { | |
| "root": "outputs/optimization-r3-deployment", | |
| "cases": { | |
| "product": { | |
| "control": { | |
| "samples_s": [ | |
| 68.77809108304791, | |
| 65.85317666619085, | |
| 64.79533495893702 | |
| ], | |
| "median_s": 65.85317666619085, | |
| "min_s": 64.79533495893702, | |
| "max_s": 68.77809108304791, | |
| "peak_physical_bytes": 42928544448, | |
| "peak_mlx_bytes": 40836142612 | |
| }, | |
| "qk-fc2": { | |
| "samples_s": [ | |
| 63.23245245893486, | |
| 62.625355625059456, | |
| 61.922258959151804 | |
| ], | |
| "median_s": 62.625355625059456, | |
| "min_s": 61.922258959151804, | |
| "max_s": 63.23245245893486, | |
| "peak_physical_bytes": 43414117080, | |
| "peak_mlx_bytes": 41177798156 | |
| }, | |
| "reduction_pct": 4.901541891430972 | |
| }, | |
| "portrait": { | |
| "control": { | |
| "samples_s": [ | |
| 64.64417616720311, | |
| 64.91441170801409, | |
| 64.66372808301821 | |
| ], | |
| "median_s": 64.66372808301821, | |
| "min_s": 64.64417616720311, | |
| "max_s": 64.91441170801409, | |
| "peak_physical_bytes": 43071298312, | |
| "peak_mlx_bytes": 40903547416 | |
| }, | |
| "qk-fc2": { | |
| "samples_s": [ | |
| 60.62431841692887, | |
| 61.06283883401193, | |
| 61.68039979180321 | |
| ], | |
| "median_s": 61.06283883401193, | |
| "min_s": 60.62431841692887, | |
| "max_s": 61.68039979180321, | |
| "peak_physical_bytes": 43519646520, | |
| "peak_mlx_bytes": 41179601316 | |
| }, | |
| "reduction_pct": 5.568638486762323 | |
| } | |
| }, | |
| "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." | |
| } | |