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 benchmarks/data/bf16/summary.json from devin-lai/MiniMax-H3-Image-mlx: direct link, hf CLI and curl.
- Browser
- Download file 1.84 kB
-
https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/refs%2Fpr%2F1/benchmarks/data/bf16/summary.json
- Command line
-
hf download hf://devin-lai/MiniMax-H3-Image-mlx@refs/pr/1/benchmarks/data/bf16/summary.json
-
curl -L -o summary.json https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/refs%2Fpr%2F1/benchmarks/data/bf16/summary.json
1.84 kB
| { | |
| "root": "outputs/optimization-r3-qk", | |
| "cases": { | |
| "product": { | |
| "control": { | |
| "samples_s": [ | |
| 67.02427170914598, | |
| 66.80325495894067, | |
| 64.55974454106763 | |
| ], | |
| "median_s": 66.80325495894067, | |
| "min_s": 64.55974454106763, | |
| "max_s": 67.02427170914598, | |
| "peak_physical_bytes": 42924694280, | |
| "peak_mlx_bytes": 40836142444 | |
| }, | |
| "qk-fc2-native-norm": { | |
| "samples_s": [ | |
| 63.90098704188131, | |
| 64.23788916692138, | |
| 61.27363566705026 | |
| ], | |
| "median_s": 63.90098704188131, | |
| "min_s": 61.27363566705026, | |
| "max_s": 64.23788916692138, | |
| "peak_physical_bytes": 42598718264, | |
| "peak_mlx_bytes": 40911082900 | |
| }, | |
| "reduction_pct": 4.344500756502335 | |
| }, | |
| "portrait": { | |
| "control": { | |
| "samples_s": [ | |
| 64.2339057920035, | |
| 64.86302212486044, | |
| 65.15299695800059 | |
| ], | |
| "median_s": 64.86302212486044, | |
| "min_s": 64.2339057920035, | |
| "max_s": 65.15299695800059, | |
| "peak_physical_bytes": 43080719280, | |
| "peak_mlx_bytes": 40835028772 | |
| }, | |
| "qk-fc2-native-norm": { | |
| "samples_s": [ | |
| 60.65490966709331, | |
| 61.10937987500802, | |
| 62.00676687504165 | |
| ], | |
| "median_s": 61.10937987500802, | |
| "min_s": 60.65490966709331, | |
| "max_s": 62.00676687504165, | |
| "peak_physical_bytes": 42673544112, | |
| "peak_mlx_bytes": 40909920220 | |
| }, | |
| "reduction_pct": 5.7870295383812165 | |
| } | |
| }, | |
| "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." | |
| } | |