Recipe

qwen3-6-27b-int4-apple-m4-max-64gb-mlx-tp1

qwen3-6-27b-int4-apple-m4-max-64gb-mlx-tp1

Record

Status
candidate
Source
localmaxxing
Engine
mlx
Engine version
mlx-lm 0.31.3 / mlx 0.31.2 / mlx-metal 0.31.2
Accelerators
1
Tensor parallel
1
chat
unknown
reasoning
unknown
tools
unknown
vision
unknown

Hugging Face model card

Identity

https://huggingface.co/unsloth/Qwen3.6-27B-UD-MLX-4bit
Repository
unsloth/Qwen3.6-27B-UD-MLX-4bit
Status
known
Link type
Exact Hub repository

Public Hugging Face repository confirmed by the Hub API.

Candidate: useful compatibility or speed evidence. The registry does not offer Run until promotion requirements are met.

Observed configuration

mlx

Evidence only · candidate · reference

Candidate evidence — not a Run contract

Source
https://www.localmaxxing.com/en/runs/cmofi32rs000rjx04be81ns5r

No tokenized launch fields. This is measured or documented compatibility, not a Docker launch.

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
16,12818.4676historicalqwen3-6-27b-int4-apple-m4-max-64gb-mlx-tp1-sweep

Remaining fields

Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.

hardware count
1
hardware id
apple-m4-max-64gb
id
qwen3-6-27b-int4-apple-m4-max-64gb-mlx-tp1
model instance id
unsloth-qwen3-6-27b-ud-mlx-4bit--int4
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
qwen3-6-27b-int4-apple-m4-max-64gb-mlx-tp1-sweep
status
candidate

capabilities

engine

name
mlx
version
mlx-lm 0.31.3 / mlx 0.31.2 / mlx-metal 0.31.2

serving

tensor parallel
1
Provenance & metadata (3)

facts

capabilities.chat · provenance · captured at
2026-08-27T06:04:13.773Z
capabilities.chat · reason capability-not-verified
capabilities.chat · state unknown
capabilities.reasoning · provenance · captured at
2026-08-27T06:04:13.773Z
capabilities.reasoning · reason capability-not-verified
capabilities.reasoning · state unknown
capabilities.tools · provenance · captured at
2026-08-27T06:04:13.773Z
capabilities.tools · reason capability-not-verified
capabilities.tools · state unknown
capabilities.vision · provenance · captured at
2026-08-27T06:04:13.773Z
capabilities.vision · reason capability-not-verified
capabilities.vision · state unknown
description · provenance · captured at
2026-08-27T06:04:13.773Z
description · reason not-observed
description · state unknown
engine.graph mode · provenance · captured at
2026-08-27T06:04:13.773Z
engine.graph mode · reason runtime-detail-not-published
engine.graph mode · state unknown
metadata.localmaxxing.engine flags.attentionBackend · provenance · captured at
2026-08-27T06:04:13.773Z
metadata.localmaxxing.engine flags.attentionBackend · reason not-observed
metadata.localmaxxing.engine flags.attentionBackend · state unknown
metadata.localmaxxing.engine flags.flashAttn · provenance · captured at
2026-08-27T06:04:13.773Z
metadata.localmaxxing.engine flags.flashAttn · reason not-observed
metadata.localmaxxing.engine flags.flashAttn · state unknown
metadata.localmaxxing.engine flags.gpuLayers · provenance · captured at
2026-08-27T06:04:13.773Z
metadata.localmaxxing.engine flags.gpuLayers · reason not-observed
metadata.localmaxxing.engine flags.gpuLayers · state unknown
metadata.localmaxxing.engine flags.kvCacheDtype · provenance · captured at
2026-08-27T06:04:13.773Z
metadata.localmaxxing.engine flags.kvCacheDtype · reason not-observed
metadata.localmaxxing.engine flags.kvCacheDtype · state unknown
metadata.localmaxxing.engine flags.tensorParallel · provenance · captured at
2026-08-27T06:04:13.773Z
metadata.localmaxxing.engine flags.tensorParallel · reason not-observed
metadata.localmaxxing.engine flags.tensorParallel · state unknown
serving.kv cache tokens · provenance · captured at
2026-08-27T06:04:13.773Z
serving.kv cache tokens · reason kv-cache-capacity-not-published
serving.kv cache tokens · state unknown
serving.max concurrency · provenance · captured at
2026-08-27T06:04:13.773Z
serving.max concurrency · reason not-observed
serving.max concurrency · state unknown
serving.max context tokens · provenance · captured at
2026-08-27T06:04:13.773Z
serving.max context tokens · reason not-observed
serving.max context tokens · state unknown

metadata

localmaxxing · base lineage
known
localmaxxing · engine flags · mtpEnabled
No
localmaxxing · engine flags · specDecoding
No
localmaxxing · hardware label
Apple M4 Max 64GB
localmaxxing · notes
MLX benchmark Trial 1. TTFT is estimated from prompt_tps and generation_tps, not directly reported by mlx_lm.benchmark. Model config uses 4-bit affine group size 64 with selected 8-bit tensors.
localmaxxing · revision unpinned
Yes
localmaxxing · run id
cmofi32rs000rjx04be81ns5r

provenance

captured at
2026-08-27T06:04:13.773Z

sources

captured atkindurl
2026-08-27T06:04:13.773Znormalized-recipewww.localmaxxing.com/en/runs/cmofi32rs000rjx04be81ns5r