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JustFit-Qwen3.8-27B-components
billchen42/JustFit-Qwen3.8-27B-components
JustFit-Qwen3.8-27B-components is a machine learning model from billchen42. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for mlx. The card lists the license as apache-2.0.
Published checkpoint-side components for the JustFit reproduction kit and paper.
Access
Public
Updated Sep 16, 2026
Repo size
1.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.1 GB · 100%
At a glance
- Library
- mlx
- License
- apache-2.0
- Access
- Public
- Created
- Sep 16, 2026
- Updated
- Sep 16, 2026
- SHA
- 9b339f77
Base models
Model card
From the Hugging Face model README
JustFit Qwen3.8-27B components
Published checkpoint-side components for the JustFit reproduction kit and paper.
This repository does not duplicate the target model. Download the pinned
mlx-community/Qwen3.8-27B-mxfp4 target separately.
Files
| Path | Bytes | SHA-256 |
|---|---|---|
vision-bf16.safetensors | 921,492,862 | b27ad7963b3752b5cab9d225f9c0b033d0d59066e7ff357dac17d690a6ff7994 |
mtp/model.safetensors | 225,662,258 | 9b1d99f402f98940e08891d04815271e3fa94d6bc762f042fd311d3aa0d8bd1d |
mtp/config.json | 3,777 | e0d0d5dc68f59559940e1b2dafc40a34700b9ae7ff963de268225a54550af563 |
vision-bf16.safetensorsis the exact BF16 backing used by the production PhaseSwap vision adapter. Its 333 tensors were matched tensor-for-tensor to the pinned public MXFP4 checkpoint.mtp/is the standalone block-size-3 MXFP4 MTP drafter. Its weight file is byte-identical to the measured artifact.
Download
hf download billchen42/JustFit-Qwen3.8-27B-components \
--revision 13e0462fa911a1bcbdccbaa759120500c0f90582 \
--local-dir ./justfit-components
For the full launcher, capacity client, pinned target revision, limitations, and result definitions, use the linked reproduction kit rather than treating these files as a standalone model.
- Library
- mlx
- License
- apache-2.0
- Created
- Sep 16, 2026
- Updated
- Sep 16, 2026