Recipe

glm-5-2-mixed-3-6bit-apple-m3-ultra-512gb-mlx-tp1

glm-5-2-mixed-3-6bit-apple-m3-ultra-512gb-mlx-tp1

Record

Status
candidate
Source
localmaxxing
Engine
mlx
Accelerators
1
Tensor parallel
1
chat
unknown
reasoning
unknown
tools
unknown
vision
unknown

Hugging Face model card

Identity

https://huggingface.co/pipenetwork/GLM-5.2-MLX-mixed-3_6bit
Repository
pipenetwork/GLM-5.2-MLX-mixed-3_6bit
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/cmqkshaz80102nv01k4pozupb

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

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
18,19214.880,062historicalglm-5-2-mixed-3-6bit-apple-m3-ultra-512gb-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-m3-ultra-512gb
id
glm-5-2-mixed-3-6bit-apple-m3-ultra-512gb-mlx-tp1
model instance id
pipenetwork-glm-5-2-mlx-mixed-3-6bit--mixed-3-6bit
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
glm-5-2-mixed-3-6bit-apple-m3-ultra-512gb-mlx-tp1-sweep
status
candidate

capabilities

engine

name
mlx

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
engine.version · provenance · captured at
2026-08-27T06:04:13.773Z
engine.version · reason runtime-detail-not-published
engine.version · 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 M3 Ultra 512GB
localmaxxing · notes
Manual Tes GLM-5.2 direct patched MLX trial. Canonical raw/artifact sweep completed 13/13, but PDF Ops scored 24/34 and route is not promoted. LM Studio and mlx_lm server routes failed; direct loader only. Load 80.062s, peak 310.449GB. PDF lanes: public-smoke 2/5, hard 7/8, private 15/21. Token count method: rough fallback after tokenizer failure: ValueError('Tokenizer class TokenizersBackend does not exist or is not currently imported.'). Resubmitted with engineName=mlx and conservative ttftMs=model-load-ms to satisfy LocalMaxxing validation; direct-run TTFT was not measured.
localmaxxing · revision unpinned
Yes
localmaxxing · run id
cmqkshaz80102nv01k4pozupb

provenance

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

sources

captured atkindurl
2026-08-27T06:04:13.773Znormalized-recipewww.localmaxxing.com/en/runs/cmqkshaz80102nv01k4pozupb