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 comparisons/optimization-v2/decoder-product/trials.json from devin-lai/MiniMax-H3-Image-mlx: direct link, hf CLI and curl.
- Browser
- Download file 1.87 kB
-
https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/comparisons/optimization-v2/decoder-product/trials.json
- Command line
-
hf download hf://devin-lai/MiniMax-H3-Image-mlx/comparisons/optimization-v2/decoder-product/trials.json
-
curl -L -o trials.json https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/comparisons/optimization-v2/decoder-product/trials.json
1.87 kB
| { | |
| "source_trace": "outputs/suite/product/native-3.trace.safetensors", | |
| "scope": "Same final latent, decoder-only hot latency", | |
| "trials": [ | |
| { | |
| "variant": "native-b1", | |
| "median_ms": 2870.773000176996, | |
| "min_ms": 2861.7598328273743, | |
| "max_ms": 2871.4003751520067, | |
| "samples_ms": [ | |
| 2861.7598328273743, | |
| 2871.4003751520067, | |
| 2870.773000176996 | |
| ], | |
| "pixel_identical": true, | |
| "mae_8bit": 0.0, | |
| "max_error_8bit": 0, | |
| "psnr_db": null, | |
| "ssim_rgb": 1.0 | |
| }, | |
| { | |
| "variant": "native-b8", | |
| "median_ms": 1919.8206248693168, | |
| "min_ms": 1913.0355408415198, | |
| "max_ms": 1938.4339170064777, | |
| "samples_ms": [ | |
| 1913.0355408415198, | |
| 1919.8206248693168, | |
| 1938.4339170064777 | |
| ], | |
| "pixel_identical": false, | |
| "mae_8bit": 0.1251803239186605, | |
| "max_error_8bit": 4, | |
| "psnr_db": 56.9881575908215, | |
| "ssim_rgb": 0.9989046120633382 | |
| }, | |
| { | |
| "variant": "compiled-b8", | |
| "median_ms": 1563.8958329800516, | |
| "min_ms": 1556.4722921699286, | |
| "max_ms": 1587.9057499114424, | |
| "samples_ms": [ | |
| 1556.4722921699286, | |
| 1563.8958329800516, | |
| 1587.9057499114424 | |
| ], | |
| "pixel_identical": false, | |
| "mae_8bit": 0.1251803239186605, | |
| "max_error_8bit": 4, | |
| "psnr_db": 56.9881575908215, | |
| "ssim_rgb": 0.9989046120633382 | |
| }, | |
| { | |
| "variant": "coreml-CPU_AND_GPU", | |
| "median_ms": 1555.6999580003321, | |
| "min_ms": 1540.2977091725916, | |
| "max_ms": 1566.5361660066992, | |
| "samples_ms": [ | |
| 1540.2977091725916, | |
| 1555.6999580003321, | |
| 1566.5361660066992 | |
| ], | |
| "pixel_identical": false, | |
| "mae_8bit": 0.2054581642150879, | |
| "max_error_8bit": 7, | |
| "psnr_db": 54.674052201530415, | |
| "ssim_rgb": 0.9983190643001968 | |
| } | |
| ] | |
| } | |