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majentik/
UI-Mate-27B-MLX-6bit

Name: UI-Mate-27B-MLX-6bit
Availability: InStock

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UI-Mate-27B-MLX-6bit

MLX 6bit (affine, group size 64) quantized variant of tencent/UI-Mate-27B (text tower quantized; vision tower and projector retained in BF16) for Apple silicon via mlx-lm.

Provenance

Source: tencent/UI-Mate-27B @ revision 53543405c72b93775f831d7c7fce7c4d64972636 (Apache-2.0 (upstream LICENSE)).
Quantized with mlx_lm.convert (mlx-lm 0.31.3): affine, 6-bit, group size 64.

Smoke gate

Before upload this pack passed a deterministic coherence gate: greedy 48-token chat generation loaded through mlx_lm.load, judged for emptiness, repetition loops, multi-script gibberish, and special-token debris. Verdict: ok.

Usage

bash

pip install mlx-lm
mlx_lm.generate --model majentik/UI-Mate-27B-MLX-6bit --prompt "Hello"

Evaluation

Benchmark	Score
arc_easy_acc	0.6700
hellaswag_acc	0.5400

Available tiers

Repo	Quant
majentik/UI-Mate-27B-MLX-2bit	2bit
majentik/UI-Mate-27B-MLX-3bit	3bit
majentik/UI-Mate-27B-MLX-4bit	4bit
majentik/UI-Mate-27B-MLX-5bit	5bit
majentik/UI-Mate-27B-MLX-6bit	6bit
majentik/UI-Mate-27B-MLX-8bit	8bit
majentik/UI-Mate-27B-MLX-MXFP4	MXFP4