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: 2,214 Bytes
3da88e3 c138412 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 | # Release validation
The v0.4.1 packaging update adds Hub download-count configuration and new
component revisions; it does not change weights or inference operators. The
v0.4.0 inference reproductions below remain the evidence for those files.
The v0.3.0 historical audit contains 39 passing tests and a complete generation
from the built wheel. Those results describe the historical source and are
not a substitute for validation of the v0.4.0 Hub packaging.
## Fresh v0.4.0 results
- **53 tests pass** on the local tested stack. Added checks cover selective
downloads, shared-file reuse, SHA-256 rejection, immutable revisions,
relocation without the original transformer, precision/schedule checks,
manifest path safety and protection of existing model directories.
- Project lint passes. The built `minimax_h3_image_mlx-0.4.0` wheel includes
the catalog and Hub loader. Complete generations ran from the installed
wheel in `/tmp`, with assertions rejecting checkout imports and any access
to the original transformer safetensors.
- **Packed12:** a full 2048 × 2048 product image has the same PNG SHA-256 as
the recorded exact packed reference. All **16 saved trajectory tensors**
match in dtype, shape and every element. [Receipt](validation/packed12-receipt.json).
- **Q4:** a full 2048 × 2048 product image has the same PNG SHA-256 as the
recorded online-Q4 reference. This checks that the exported weights and
portable shared components preserve that existing variant's result.
[Receipt](validation/q4-receipt.json).
These are one-case fresh-process packaging reproductions, not new performance
campaigns or broad image-quality evaluations. The published BF16, packed12,
Q8, Q4 and shared files were checked against their SHA-256 manifests using
Hub file metadata, and the model cards passed the Hub metadata validator.
The Q8 export was not included in the fresh full-image packaging reproductions.
Source image-model files were checked against the pinned original verification
manifest in `provenance/weights-manifest.json`. Manifest verification of the
remote components does not by itself establish a full remote download and
end-to-end inference test on another machine.
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