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Release v0.4.1

The main repository contains the MLX runtime, documentation, tests and comparison records. Model files are split across four variant repositories and a shared-components repository. Choose one variant; the downloader reuses the shared components and the separately pinned upstream text encoder. Generated images and visual comparisons are in a separate, manually gated example gallery.

Browse the collection.

The component repositories use manual access review. Request access to your chosen variant and the shared repository, read the applicable licenses and sign in with hf auth login. Repository access does not itself grant rights outside the upstream licenses. The agreements include territorial, commercial, redistribution and acceptable-use conditions; their standard grant excludes the EU, UK, Republic of Korea and US. The code is Apache-2.0; model weights retain their respective MiniMax community licenses. No hosted inference service is included.

Quick start 路 Model index 路 Usage 路 Validation

Revisions and validation

h3_mlx/model_index.json pins the shared and variant repositories to immutable commits. Each model repository also has a v0.4.1 tag and a files.json manifest with byte sizes and SHA-256 hashes. The uploaded component files were checked against those manifests. The release validation records 53 local tests and full-image packaging reproductions for packed12 and Q4; it does not claim a fresh full-image Q8 reproduction or validation on another machine.

This patch adds root configuration files so Hugging Face can count downloads through its normal server-side statistics. The weight and inference files are unchanged. The previous v0.4.0 tags and their pinned revisions remain available.

Preparing artifacts

For maintainers with the original model and the validated packed cache:

python scripts/prepare_hf_release.py \
  --model /path/to/MiniMax-H3-Image \
  --packed-cache /path/to/validated/packed12-cache --quantize q4

Staging is written under .release/huggingface/. Existing model and packed files are linked rather than copied; optional quantized variants require additional scratch space. Preserve original checkpoints and caches. The publisher script uploads and verifies individual components before finalizing the pinned catalog. It does not automatically approve access requests or post announcements.