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 optimization/round-03/cache-candidate.json from devin-lai/MiniMax-H3-Image-mlx: direct link, hf CLI and curl.
- Browser
- Download file 1.21 kB
-
https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/optimization/round-03/cache-candidate.json
- Command line
-
hf download hf://devin-lai/MiniMax-H3-Image-mlx/optimization/round-03/cache-candidate.json
-
curl -L -o cache-candidate.json https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/optimization/round-03/cache-candidate.json
1.21 kB
| { | |
| "id": "qk-fc2-cache", | |
| "change_class": "exact", | |
| "hypothesis": "A 512 MiB free-allocator cache can remove the small physical-footprint regression of the fused path while retaining its speed. It cannot reduce live model memory.", | |
| "candidate_config": { | |
| "kernel": "metal-exact", | |
| "tune_matmul": true, | |
| "allocator_cache_gb": 0.5 | |
| }, | |
| "control_allocator_cache_gb": 1, | |
| "reject_if": "Full declared quality/timing/memory contract fails; do not change gates or pool samples from other campaigns.", | |
| "screen_before_full": "Real compiled block at both cache limits; no GPU concurrency.", | |
| "bounded_search": "One additional full-image finalist at most, within original 120-minute and 5GiB global budget. No inference-code edits until current benchmark completes.", | |
| "result": { | |
| "decision": "rejected-at-block-screen", | |
| "evidence": "reports/optimization-r3/cache-screen.json", | |
| "slowdown_pct": 1.6453551990850412, | |
| "cache_1_peak_physical_bytes": 2387051720, | |
| "cache_05_peak_physical_bytes": 2581791944, | |
| "accuracy": "all BF16 block outputs identical", | |
| "scope": "Isolated real first block; does not establish whole-image behavior. No allocator-limit change shipped." | |
| } | |
| } | |