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
File size: 4,640 Bytes
3da88e3 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 | {
"started_utc": "2026-11-12T09:43:27.381516+00:00",
"prompt": "An intimate natural-light portrait of an elderly woman in a botanical conservatory, reading a small red clothbound book. Warm brown skin with visible freckles and fine wrinkles, silver curls lit from behind, intricate indigo knit cardigan. Soft fern fronds out of focus in the foreground; detailed hands and realistic skin texture. A candid 85mm color photograph with gentle shadows and no lettering.",
"seed": 1234,
"size": [
2048,
2048
],
"canvas": [
2048,
2048
],
"rng": "torch",
"sigmas": [
1.0,
0.9675236940383911,
0.8875485062599182,
0.75,
0.5327739119529724,
0.23200887441635132,
0.0
],
"steps": [
0,
1,
2,
3,
4,
5
],
"dit": {
"cache_dir": "cache",
"cache_gb": 38,
"bits": null,
"group_size": 64,
"mlp_chunk": 0,
"query_chunk": 0,
"kernel": "metal-qk-exact",
"threads": 256,
"quantized_path": null,
"compile_blocks": true,
"eval_every": 0,
"keep_refiners": false,
"weight_storage": "packed12",
"async_blocks": false,
"cache_refined_text": true,
"prefetch_blocks": 4,
"tune_matmul": true
},
"encoder": {
"cache_dir": "cache",
"bits": null,
"group_size": 64,
"query_chunk": 0
},
"vae": {
"tile_batch": 4,
"dtype": "bfloat16",
"compile_blocks": true
},
"vae_backend": "mlx",
"environment": {
"platform": "macOS-27.0.1-arm64-arm-64bit",
"machine": "arm64",
"metal": {
"device_name": "Apple M5 Pro",
"max_recommended_working_set_size": 55662788608,
"memory_size": 68719476736,
"architecture": "applegpu_g17s",
"max_buffer_length": 41747087360,
"resource_limit": 499000
},
"versions": {
"mlx": "0.32.4",
"mlx-metal": "0.32.4",
"numpy": "2.5.4",
"safetensors": "0.8.0",
"transformers": "4.57.6",
"torch": "2.15.0",
"Pillow": "13.0.0",
"scikit-image": "0.26.0"
},
"precision_environment": {
"MLX_ENABLE_TF32": "0",
"MLX_CONV_WINOGRAD": "0"
}
},
"wired_gb": 32,
"timings": {
"encode_s": 0.08218058408237994,
"dit_setup_s": 0.0021450419444590807,
"step_0_s": 10.038613541051745,
"step_1_s": 10.278275415999815,
"step_2_s": 10.234170750016347,
"step_3_s": 10.295444874791428,
"step_4_s": 10.20847308402881,
"step_5_s": 10.264521708944812,
"decode_s": 1.9153460001107305,
"total_s": 63.443048041081056
},
"nonfinite_steps": [],
"allow_nonfinite_diagnostic": false,
"reference_images": [],
"reference_sha256": [],
"conditioning_cache_hit": true,
"dit_effective": {
"bits": null,
"group_size": 64,
"cache_limit_gb": 38.0,
"checkpoint_fingerprint": "d92ff1655d366a65a0964dc770fb50a3db623de2f490371e82776a10e2d5d900"
},
"dit_was_resident": true,
"refiner_cache_hit": true,
"dit_metrics": {
"block_load_s": 0.0,
"block_loads": 0,
"block_wall_s": 61.21377325011417,
"timing_note": "Weight loading can overlap GPU execution. block_wall_s and step timings measure elapsed time; block_load_s is CPU load time and is not additive."
},
"memory_before_decode": {
"active_gb": 28.067724749445915,
"peak_gb": 29.89877963066101,
"cache_gb": 0.8083806354552507,
"process_physical_gb": 31.119941353797913,
"process_lifetime_peak_physical_gb": 32.068702317774296
},
"valid_denoising": true,
"memory": {
"active_gb": 28.09522108733654,
"peak_gb": 29.89877963066101,
"cache_gb": 1.0468292646110058,
"process_physical_gb": 30.6782146692276,
"process_lifetime_peak_physical_gb": 32.068702317774296,
"scope": "active/peak/cache: MLX allocator; process_*: macOS parent process including Metal, lifetime peak includes earlier requests; overlapping counters, do not sum"
},
"output": "outputs/optimization-r3-compact/portrait/qk-fc2-native-norm-timed-0.png",
"png_sha256": "32af5e3b95919e79e0019058ec396824c5861f9a43a4fa50c7b20348e8d81933",
"finished_utc": "2026-11-12T09:44:30.829142+00:00",
"physical_memory": {
"sampled_peak_physical_bytes": 34173296232,
"lifetime_peak_physical_bytes": 34433506920,
"sample_interval_s": 0.1,
"sample_count": 608,
"scope": "Parent process only; includes Metal; excludes compiler XPC services. Counters overlap; do not sum."
},
"outer_seconds": 63.4485142910853,
"variant": "qk-fc2-native-norm",
"repeat": 0,
"phase": "timed",
"case": "portrait",
"canonical_pixel_sha256": "4226310bd1d79a0d0d4c0b572e2e7729541f5f171260cfeefd5e73b0a4196a47"
}
|