Recipe
pg-mlx-community-gemma-4-31b-it-8bit-8bit-apple-m3-ultra-96gb-60c-mlx-db18b16fde
pg-mlx-community-gemma-4-31b-it-8bit-8bit-apple-m3-ultra-96gb-60c-mlx-db18b16fdeMeasured compatibility from the local.ai Postgres publication. Launch arguments are not promoted into an executable contract.
Record
- Status
- candidate
- Source
- exo-postgres
- Engine
- mlx
- Engine version
- 0.31.3
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 163,904
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/mlx-community/gemma-4-31b-it-8bit- Repository
- mlx-community/gemma-4-31b-it-8bit
- 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 | 8,256 | — | 17.5 | — | observed | pg-019f3295-e908-7d90-b6b7-3924b7ae7dbc-sweep |
| 1 | 32,832 | — | 15.4 | 167,813.5 | observed | pg-019f3295-e908-7d90-b6b7-3924b7ae7dbc-sweep |
| 1 | 163,904 | — | — | — | observed | pg-019f3295-e908-7d90-b6b7-3924b7ae7dbc-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-96gb-60c
- id
- pg-mlx-community-gemma-4-31b-it-8bit-8bit-apple-m3-ultra-96gb-60c-mlx-db18b16fde
- model instance id
- mlx-community-gemma-4-31b-it-8bit--8bit
- recipe source
- exo-postgres
- schema version
- local-ai-registry/v1
- speed sweep ids
- pg-019f3295-e908-7d90-b6b7-3924b7ae7dbc-sweep
- status
- candidate
capabilities
engine
- name
- mlx
- version
- 0.31.3
serving
- max concurrency
- 1
- max context tokens
- 163,904
- 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
- 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
- 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
metadata
- postgres · hardware key
- m3_ultra_96_60c
- postgres · publication id
- pg-20260827T060320709Z
- postgres · run count
- 1
- postgres · source model id
- mlx-community/gemma-4-31b-it-8bit
provenance
- captured at
- 2026-08-27T06:04:13.773Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-27T06:04:13.773Z | normalized-recipe | local.ai ↗ |