Recipe
qwen3-6-27b-q6-k-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1
qwen3-6-27b-q6-k-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- 10355
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 131,072
- 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-server-m/home/<USER>/models/quant/Qwen3.6-27B-Q6_K.gguf--aliasQwen3.6-27B-Q6_K--host127.0.0.1--port8081--ctx-size131072--gpu-layers99--flash-attnon--parallel1--batch-size2048--ubatch-size1024--cache-type-kf16--cache-type-vf16--no-mmproj--jinja--reasoningoff--cache-prompt--spec-typedraft-mtp--spec-draft-n-max2--spec-draft-p-min0.75
| Flag | Value |
|---|---|
-m | /home/<USER>/models/quant/Qwen3.6-27B-Q6_K.gguf |
--alias | Qwen3.6-27B-Q6_K |
--host | 127.0.0.1 |
--port | 8081 |
--ctx-size | 131072 |
--gpu-layers | 99 |
--flash-attn | on |
--parallel | 1 |
--batch-size | 2048 |
--ubatch-size | 1024 |
--cache-type-k | f16 |
--cache-type-v | f16 |
--reasoning | off |
--spec-type | draft-mtp |
--spec-draft-n-max | 2 |
--spec-draft-p-min | 0.75 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 131,072 | 1,856.7 | 60.1 | 301.1 | observed | qwen3-6-27b-q6-k-rtx-pro-6000-blackwell-96gb-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
- rtx-pro-6000-blackwell-96gb
- id
- qwen3-6-27b-q6-k-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1
- model instance id
- unsloth-qwen3-6-27b-mtp-gguf--q6-k
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- qwen3-6-27b-q6-k-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- -hf, unsloth/Qwen3.6-27B-MTP-GGUF:Q6_K, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 131072
- container port
- 8,080
- entrypoint
- /app/llama-server
- environment · LLAMA CACHE
- /root/.cache/huggingface
- host port
- 8,080
- image
- ghcr.io/ggml-org/llama.cpp:server-cuda12-b10481@sha256:b2497f8834f5ecb4e38530f6bf2734b8e0be107ff48e4720145911c86930f2ce
- ipc
- host
- kind
- docker
- shm size
- 16g
- synthesized · generated at
- 2026-08-31T22:12:17Z
- synthesized · image provenance
- gemma-4-12b-q4-k-m-rtx-3060-12gb-llama-cpp-tp1
- synthesized · template
- llama-cpp-server-v1
mounts
| read only | target |
|---|---|
| No | /root/.cache/huggingface |
engine
- name
- llama.cpp
- version
- 10355
serving
- max concurrency
- 1
- max context tokens
- 131,072
- 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
- draft launch.entrypoint · provenance · captured at
- 2026-09-01T01:41:26Z
draft launch.entrypoint · reason linux-amd64-container-config-entrypoint
draft launch.entrypoint · state known
- 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
- 2026-09-01T10:20:39Z
serving.max concurrency · reason explicit-source-server-capacity
serving.max concurrency · state known
- serving.max context tokens · provenance · captured at
- 2026-09-01T10:20:39Z
serving.max context tokens · reason explicit-source-context-limit
serving.max context tokens · state known
metadata
- localmaxxing · backend
- cuda
- localmaxxing · batch size
- 1
- localmaxxing · hardware label
- RTX PRO 6000 Blackwell
- localmaxxing · notes
- Qwen3.6-27B Q6_K GGUF benchmark with llama.cpp on NVIDIA RTX PRO 6000 Blackwell 96 GB. Single-user text completion, 131072 context, 2048-token output cap, temperature 0, local GGUF loaded with full GPU offload. Recorded decode throughput 60.10 tok/s for 2048 output tokens; prompt tokens 559.
- localmaxxing · observed command
- llama-server -m /home/<USER>/models/quant/Qwen3.6-27B-Q6_K.gguf --alias Qwen3.6-27B-Q6_K --host 127.0.0.1 --port 8081 --ctx-size 131072 --gpu-layers 99 --flash-attn on --parallel 1 --batch-size 2048 --ubatch-size 1024 --cache-type-k f16 --cache-type-v f16 --no-mmproj --jinja --reasoning off --cache-prompt --spec-type draft-mtp --spec-draft-n-max 2 --spec-draft-p-min 0.75
- localmaxxing · run id
- cmsoveniv00dgmp01z6zn7a1p
- localmaxxing · tokenized · arguments
- llama-server, -m, /home/<USER>/models/quant/Qwen3.6-27B-Q6_K.gguf, --alias, Qwen3.6-27B-Q6_K, --host, 127.0.0.1, --port, 8081, --ctx-size, 131072, --gpu-layers, 99, --flash-attn, on, --parallel, 1, --batch-size, 2048, --ubatch-size, 1024, --cache-type-k, f16, --cache-type-v, f16, --no-mmproj, --jinja, --reasoning, off, --cache-prompt, --spec-type, draft-mtp, --spec-draft-n-max, 2, --spec-draft-p-min, 0.75
- 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/cmsoveniv00dgmp01z6zn7a1p ↗ |