Recipe
qwen3-6-27b-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1
qwen3-6-27b-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- 9860 (fdb1db877) local SYCL/AOT Qwen3.6 MTP build
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 4,096
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/unsloth/Qwen3.6-27B-MTP-GGUF- Repository
- unsloth/Qwen3.6-27B-MTP-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
Observed source tokens
Mechanical split of the source command. Unverified against the engine CLI. The registry does not offer Run for this recipe.
llama-serveronGPU0/oneB70with--parallel1--cache-ram0--ctx-size4096--batch-size1024--ubatch-size256--flash-attnon--spec-typedraft-mtp--spec-draft-n-max3--spec-draft-n-min0--spec-draft-p-min0.00--ctx-checkpoints0;python3strictQwenrealisticsuiterunneragainsthttp://127.0.0.1:19431
| Flag | Value |
|---|---|
--parallel | 1 |
--cache-ram | 0 |
--ctx-size | 4096 |
--batch-size | 1024 |
--ubatch-size | 256 |
--flash-attn | on |
--spec-type | draft-mtp |
--spec-draft-n-max | 3 |
--spec-draft-n-min | 0 |
--spec-draft-p-min | 0.00 |
--ctx-checkpoints | 0; |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 4,096 | — | 30.7 | 499.8 | observed | qwen3-6-27b-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1-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-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1
- model instance id
- unsloth-qwen3-6-27b-mtp-gguf--ud-q4-k-xl
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- qwen3-6-27b-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
engine
- name
- llama.cpp
- version
- 9860 (fdb1db877) local SYCL/AOT Qwen3.6 MTP build
serving
- max concurrency
- 1
- max context tokens
- 4,096
- 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
- serving.max concurrency · provenance · captured at
- 2026-08-31T23:03:15Z
serving.max concurrency · reason server-capacity-derived-from-source-evidence
serving.max concurrency · state known
metadata
- localmaxxing · backend
- xpu
- localmaxxing · batch size
- 1
- localmaxxing · hardware label
- Intel Arc Pro B70
- localmaxxing · notes
- Qwen3.6 27B MTP GGUF Q4 single-B70 llama.cpp/SYCL reference. This is a valid but non-record model-variation result: fixed Qwen realistic cold suite, 12 unique prompts, each prompt once, cached_tokens=0 every row, no prompt/KV/context checkpoint/response reuse, no n-gram/history acceleration, and target-verified draft-MTP speculation. Primary metric is median generated-token throughput for tokens 1-100 after TTFT. This row documents expected performance for the UD-Q4_K_XL GGUF runtime and should not be confused with the faster AutoRound vLLM/XPU result.
- localmaxxing · observed command
- llama-server on GPU0/one B70 with --parallel 1 --cache-ram 0 --ctx-size 4096 --batch-size 1024 --ubatch-size 256 --flash-attn on --spec-type draft-mtp --spec-draft-n-max 3 --spec-draft-n-min 0 --spec-draft-p-min 0.00 --ctx-checkpoints 0; python3 strict Qwen realistic suite runner against http://127.0.0.1:19431
- localmaxxing · run id
- cmr6mn5ct0076mn01on3dnpyn
- localmaxxing · tokenized · arguments
- llama-server, on, GPU0/one, B70, with, --parallel, 1, --cache-ram, 0, --ctx-size, 4096, --batch-size, 1024, --ubatch-size, 256, --flash-attn, on, --spec-type, draft-mtp, --spec-draft-n-max, 3, --spec-draft-n-min, 0, --spec-draft-p-min, 0.00, --ctx-checkpoints, 0;, python3, strict, Qwen, realistic, suite, runner, against, http://127.0.0.1:19431
- localmaxxing · tokenized · fidelity
- faithful
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/cmr6mn5ct0076mn01on3dnpyn ↗ |