Recipe
qwen3-6-27b-q4-0-intel-arc-pro-b70-32gb-llama-cpp-tp1-gieud1c2
qwen3-6-27b-q4-0-intel-arc-pro-b70-32gb-llama-cpp-tp1-gieud1c2Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- b8933
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 2,048
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/AaryanK/Qwen3.6-27B-GGUF- Repository
- AaryanK/Qwen3.6-27B-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 | 2,048 | — | 28.8 | — | observed | qwen3-6-27b-q4-0-intel-arc-pro-b70-32gb-llama-cpp-tp1-gieud1c2-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
- intel-arc-pro-b70-32gb
- id
- qwen3-6-27b-q4-0-intel-arc-pro-b70-32gb-llama-cpp-tp1-gieud1c2
- model instance id
- aaryank-qwen3-6-27b-gguf--q4-0
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- qwen3-6-27b-q4-0-intel-arc-pro-b70-32gb-llama-cpp-tp1-gieud1c2-sweep
- status
- candidate
capabilities
engine
- name
- llama.cpp
- version
- b8933
serving
- max concurrency
- 1
- max context tokens
- 2,048
- tensor parallel
- 1
Provenance & metadata (3)
facts
- capabilities.chat · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.chat · reason capability-not-verified
capabilities.chat · state unknown
- capabilities.reasoning · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.reasoning · reason capability-not-verified
capabilities.reasoning · state unknown
- capabilities.tools · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.tools · reason capability-not-verified
capabilities.tools · state unknown
- capabilities.vision · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.vision · reason capability-not-verified
capabilities.vision · state unknown
- engine.graph mode · provenance · captured at
- 2026-08-30T09:10:02Z
engine.graph mode · reason runtime-detail-not-published
engine.graph mode · state unknown
- serving.kv cache tokens · provenance · captured at
- 2026-08-30T09:10:02Z
serving.kv cache tokens · reason kv-cache-capacity-not-published
serving.kv cache tokens · state unknown
metadata
- localmaxxing · backend
- vulkan
- localmaxxing · hardware label
- Intel Arc Pro B70
- localmaxxing · notes
- Best-of-3 generation-only llama-bench result using the common 512-output short-context shape: Vulkan backend on Intel Arc Pro B70 as Vulkan1, Q4_0, 0 prompt tokens, 512 generated tokens, reported as 2K context class for LocalMaxxing comparability, no warmup. Samples: 28.8449, 28.7802, 28.7663 tok/s. Command: llama-bench -m Qwen3.6-27B.q4_0.gguf -dev Vulkan1 -ngl 99 -fa 1 -p 0 -n 512 -d 0 -sm layer -b 512 -ub 64 -ctk f16 -ctv f16 -t 8 --poll 50 -r 3 -o jsonl --no-warmup --progress.
- localmaxxing · run id
- cmof8rzb40005l404gieud1c2
provenance
- captured at
- 2026-08-30T09:10:02Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-30T09:10:02Z | normalized-recipe | www.localmaxxing.com/en/runs/cmof8rzb40005l404gieud1c2 ↗ |