Recipe
gemma-4-12b-it-int4-autoround-w4a16-intel-arc-pro-b70-32gb-vllm-tp4
gemma-4-12b-it-int4-autoround-w4a16-intel-arc-pro-b70-32gb-vllm-tp4Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Engine version
- 0.20.2rc1.dev2+gc51df4300.d20260523
- Accelerators
- 4
- Tensor parallel
- 4
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/Intel/gemma-4-12B-it-int4-AutoRound- Repository
- Intel/gemma-4-12B-it-int4-AutoRound
- 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
vllm
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 |
|---|---|---|---|---|---|---|
| 8 | 32,768 | — | 796.2 | 2,529.8 | historical | gemma-4-12b-it-int4-autoround-w4a16-intel-arc-pro-b70-32gb-vllm-tp4-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 4
- hardware id
- intel-arc-pro-b70-32gb
- id
- gemma-4-12b-it-int4-autoround-w4a16-intel-arc-pro-b70-32gb-vllm-tp4
- model instance id
- intel-gemma-4-12b-it-int4-autoround--int4-autoround-w4a16
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- gemma-4-12b-it-int4-autoround-w4a16-intel-arc-pro-b70-32gb-vllm-tp4-sweep
- status
- candidate
capabilities
engine
- name
- vllm
- version
- 0.20.2rc1.dev2+gc51df4300.d20260523
serving
- tensor parallel
- 4
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.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
- 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 · flashAttn
- Yes
- localmaxxing · engine flags · kvCacheDtype
- auto
- localmaxxing · engine flags · mtpEnabled
- No
- localmaxxing · engine flags · specDecoding
- No
- localmaxxing · engine flags · tensorParallel
- 4
- localmaxxing · hardware label
- 4x Intel Arc Pro B70 128GB
- localmaxxing · notes
- 4x Intel Arc Pro B70 production Gemma 4 c8 XPU graph profile. Mean of five c8 runs, 119 prompt tokens and 256 generated tokens per request. No speculative decode; KV cache dtype auto; INT4 AutoRound W4A16 weights; bfloat16 runtime activation dtype. Raw: /mnt/fast-ai/bench-results/gemma4-12b-it-int4-autoround/prod-c8-xpugraph-256o-repeat-20260607T084540Z
- localmaxxing · revision unpinned
- Yes
- localmaxxing · run id
- cmq3jm75g000tlj01bx4frdf0
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/cmq3jm75g000tlj01bx4frdf0 ↗ |