Recipe
pg-gemma-4-31b-q4km-unknown-apple-m4-max-36gb-llama-cpp-bd7c2060ae
pg-gemma-4-31b-q4km-unknown-apple-m4-max-36gb-llama-cpp-bd7c2060aeMeasured compatibility from the local.ai Postgres publication. Launch arguments are not promoted into an executable contract.
Record
- Status
- candidate
- Source
- exo-postgres
- Engine
- llama.cpp
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 73,664
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/models?search=gemma-4-31b-q4km- Repository
- Not an exact repository
- Status
- unavailable
- Link type
- Hub search fallback
repository not an owner repo
Candidate: useful compatibility or speed evidence. The registry does not offer Run until promotion requirements are met.
Observed configuration
llama.cpp
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 | — | observed | pg-01a026ab-6605-7a99-b005-b6a353d701d9-sweep |
| 1 | 32,832 | — | 14.7 | 282,086.3 | observed | pg-01a026ab-6605-7a99-b005-b6a353d701d9-sweep |
| 1 | 65,728 | — | 12.4 | — | observed | pg-01a026ab-6605-7a99-b005-b6a353d701d9-sweep |
| 1 | 8,256 | — | 16.8 | — | observed | pg-01a02b83-9304-7cb7-ba8e-c765d02b6071-sweep |
| 1 | 32,832 | — | 14.6 | 284,854.7 | observed | pg-01a02b83-9304-7cb7-ba8e-c765d02b6071-sweep |
| 1 | 73,664 | — | 11.6 | — | observed | pg-01a02b83-9304-7cb7-ba8e-c765d02b6071-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-36gb
- id
- pg-gemma-4-31b-q4km-unknown-apple-m4-max-36gb-llama-cpp-bd7c2060ae
- model instance id
- gemma-4-31b-q4km--unknown
- recipe source
- exo-postgres
- schema version
- local-ai-registry/v1
- speed sweep ids
- pg-01a026ab-6605-7a99-b005-b6a353d701d9-sweep, pg-01a02b83-9304-7cb7-ba8e-c765d02b6071-sweep
- status
- candidate
capabilities
engine
- name
- llama.cpp
serving
- max concurrency
- 1
- max context tokens
- 73,664
- 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
- engine.version · provenance · captured at
- 2026-08-27T06:04:13.773Z
engine.version · reason runtime-detail-not-published
engine.version · 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
- m4_max_36_32c
- postgres · publication id
- pg-20260827T060320709Z
- postgres · run count
- 2
- postgres · source model id
- gemma-4-31b-q4km
provenance
- captured at
- 2026-08-27T06:04:13.773Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-27T06:04:13.773Z | normalized-recipe | local.ai ↗ |