Recipe
gemma-4-31b-it-nvfp4-rtxpro6000-vllm-tp2
gemma-4-31b-it-nvfp4-rtxpro6000-vllm-tp2Controller-backed candidate captured read-only from Pop!_OS. Saved Pop controller config; candidate pending inference-index acceptance.
Record
- Status
- candidate
- Source
- 0xsero
- Engine
- vllm
- Engine version
- controller-managed; captured 2026-08-23
- Graph
- unknown
- Accelerators
- 2
- Tensor parallel
- 2
- chat
- yes
- reasoning
- yes
- tools
- yes
- vision
- no
Hugging Face model card
Identity
https://huggingface.co/nvidia/Gemma-4-31B-IT-NVFP4- Repository
- nvidia/Gemma-4-31B-IT-NVFP4
- 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.
Controller configuration
vllm
No container · candidate · controller
Candidate evidence — not a Run contract
Environment
| Variable | Value |
|---|---|
CUDA_DEVICE_ORDER | PCI_BUS_ID |
CUDA_VISIBLE_DEVICES | GPU-fa982c97-64af-db6a-2ffb-08380e1f9375,GPU-c6ac75f2-cadf-6ff3-4cab-76c6033c1006,GPU-3cece4bc-432e-705e-7324-3f441d9cb4cc,GPU-7b5db8b3-3a49-c0a7-b8e4-80dc1bd3e853 |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 2
- hardware id
- rtx-pro-6000-blackwell-96gb
- id
- gemma-4-31b-it-nvfp4-rtxpro6000-vllm-tp2
- model instance id
- nvidia-gemma-4-31b-it-nvfp4--nvfp4
- recipe source
- 0xsero
- schema version
- local-ai-registry/v1
- status
- candidate
capabilities
- chat
- Yes
- reasoning
- Yes
- tools
- Yes
- vision
- No
engine
- graph mode
- unknown
- name
- vllm
- version
- controller-managed; captured 2026-08-23
serving
- tensor parallel
- 2
Provenance & metadata (3)
facts
- 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
- speed sweep ids · provenance · captured at
- 2026-08-27T06:04:13.773Z
speed sweep ids · reason not-observed
speed sweep ids · state unknown
metadata
provenance
- captured at
- 2026-08-27T06:04:13.773Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-27T06:04:13.773Z | normalized-recipe | github.com/0xSero/local-ai-registry ↗ |