Recipe
glm-5-2-2-56bpw-mixed-apple-m3-ultra-512gb-mlx-tp1
glm-5-2-2-56bpw-mixed-apple-m3-ultra-512gb-mlx-tp1Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- mlx
- Engine version
- avlp12/mlx-lm glm-5.2-dsa-inference (f48df86)
- Accelerators
- 1
- Tensor parallel
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/avlp12/GLM-5.2-Alis-MLX-Dynamic-2.56bpw- Repository
- avlp12/GLM-5.2-Alis-MLX-Dynamic-2.56bpw
- 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
No tokenized launch fields. This is measured or documented compatibility, not a Docker launch.
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 4,096 | 150.8 | 20.5 | — | historical | glm-5-2-2-56bpw-mixed-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-5-2-2-56bpw-mixed-apple-m3-ultra-512gb-mlx-tp1
- model instance id
- avlp12-glm-5-2-alis-mlx-dynamic-2-56bpw--2-56bpw-mixed
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- glm-5-2-2-56bpw-mixed-apple-m3-ultra-512gb-mlx-tp1-sweep
- status
- candidate
capabilities
engine
- name
- mlx
- version
- avlp12/mlx-lm glm-5.2-dsa-inference (f48df86)
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 M3 Ultra 512GB
- localmaxxing · notes
- 744B MoE (~40B active, glm_moe_dsa). Mixed 2.56bpw (2-bit MoE experts / 4-bit attention / 6-bit embeddings) - fits <=256GB unified memory. Requires the fork branch (IndexShare + indexer fixes; upstream PR #1419). Ships the native MTP layer for --mtp lossless self-speculative decoding.
- localmaxxing · revision unpinned
- Yes
- localmaxxing · run id
- cmr8pgamw00g1qr011f5a05x7
provenance
- captured at
- 2026-08-27T06:04:13.773Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-27T06:04:13.773Z | normalized-recipe | www.localmaxxing.com/en/runs/cmr8pgamw00g1qr011f5a05x7 ↗ |