Recipe
pg-unsloth-gemma-4-31b-it-gguf-gemma-4-31b-it-q4-k-m-gguf-q4-k-m-apple-m4-max-36gb-llama-cpp-e4ac0fadb7
pg-unsloth-gemma-4-31b-it-gguf-gemma-4-31b-it-q4-k-m-gguf-q4-k-m-apple-m4-max-36gb-llama-cpp-e4ac0fadb7Measured 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
- 65,728
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/unsloth/gemma-4-31B-it-GGUF- Repository
- unsloth/gemma-4-31B-it-GGUF
- 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
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-019f5b2b-445a-7864-9c6b-496bab523301-sweep |
| 1 | 32,832 | — | 14.7 | 282,086.3 | observed | pg-019f5b2b-445a-7864-9c6b-496bab523301-sweep |
| 1 | 65,728 | — | 12.4 | — | observed | pg-019f5b2b-445a-7864-9c6b-496bab523301-sweep |
| 1 | 8,256 | — | 16.9 | — | observed | pg-019f9089-1575-7d6f-82a2-18a7be35306a-sweep |
| 1 | 24,512 | — | 15.3 | 193,505.9 | observed | pg-019f9089-1575-7d6f-82a2-18a7be35306a-sweep |
| 1 | 24,512 | — | 15.3 | — | observed | pg-019f9089-1575-7d6f-82a2-18a7be35306a-sweep |
| 1 | 8,256 | — | 16.9 | — | observed | pg-019f9c8d-23dd-73ac-9e92-fbccc8a15201-sweep |
| 1 | 24,512 | — | 15.3 | 193,505.9 | observed | pg-019f9c8d-23dd-73ac-9e92-fbccc8a15201-sweep |
| 1 | 24,512 | — | 15.3 | — | observed | pg-019f9c8d-23dd-73ac-9e92-fbccc8a15201-sweep |
| 1 | 8,256 | — | 17 | — | observed | pg-019fd7b6-17a3-737b-bcf1-3a81aeff8d5c-sweep |
| 1 | 32,832 | — | 14.7 | 282,086.3 | observed | pg-019fd7b6-17a3-737b-bcf1-3a81aeff8d5c-sweep |
| 1 | 65,728 | — | 12.4 | — | observed | pg-019fd7b6-17a3-737b-bcf1-3a81aeff8d5c-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-unsloth-gemma-4-31b-it-gguf-gemma-4-31b-it-q4-k-m-gguf-q4-k-m-apple-m4-max-36gb-llama-cpp-e4ac0fadb7
- model instance id
- unsloth-gemma-4-31b-it-gguf-gemma-4-31b-it-q4-k-m-gguf--q4-k-m
- recipe source
- exo-postgres
- schema version
- local-ai-registry/v1
- speed sweep ids
- pg-019f5b2b-445a-7864-9c6b-496bab523301-sweep, pg-019f9089-1575-7d6f-82a2-18a7be35306a-sweep, pg-019f9c8d-23dd-73ac-9e92-fbccc8a15201-sweep, pg-019fd7b6-17a3-737b-bcf1-3a81aeff8d5c-sweep
- status
- candidate
capabilities
engine
- name
- llama.cpp
serving
- max concurrency
- 1
- max context tokens
- 65,728
- 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
- 4
- postgres · source model id
- unsloth/gemma-4-31B-it-GGUF/gemma-4-31B-it-Q4_K_M.gguf
provenance
- captured at
- 2026-08-27T06:04:13.773Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-27T06:04:13.773Z | normalized-recipe | local.ai ↗ |