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 docs/VALIDATION.md from devin-lai/MiniMax-H3-Image-mlx: direct link, hf CLI and curl.
- Browser
- Download file 2.21 kB
-
https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/docs/VALIDATION.md
- Command line
-
hf download hf://devin-lai/MiniMax-H3-Image-mlx/docs/VALIDATION.md
-
curl -L -o VALIDATION.md https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/docs/VALIDATION.md
2.21 kB
| # 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. | |