Recipe
qwen3-6-27b-q4-k-xl-rtx-3090-24gb-llama-cpp-tp1
qwen3-6-27b-q4-k-xl-rtx-3090-24gb-llama-cpp-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- b9297-2-gb22ff4b7b
- 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-server-m/home/ada/Models/unsloth-Qwen3.6-27B-MTP-GGUF/Qwen3.6-27B-UD-Q4_K_XL.gguf--host127.0.0.1--metrics--parallel1--jinja-ngl99-faon-c4096-ctkq4_0-ctvq4_0--spec-typedraft-mtp--spec-draft-n-max2
| Flag | Value |
|---|---|
-m | /home/ada/Models/unsloth-Qwen3.6-27B-MTP-GGUF/Qwen3.6-27B-UD-Q4_K_XL.gguf |
--host | 127.0.0.1 |
--parallel | 1 |
-ngl | 99 |
-fa | on |
-c | 4096 |
-ctk | q4_0 |
-ctv | q4_0 |
--spec-type | draft-mtp |
--spec-draft-n-max | 2 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 4096 | 4,096 | 1,150.5 | 0 | — | observed | qwen3-6-27b-q4-k-xl-rtx-3090-24gb-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-3090-24gb
- id
- qwen3-6-27b-q4-k-xl-rtx-3090-24gb-llama-cpp-tp1
- model instance id
- unsloth-qwen3-6-27b-mtp-gguf--q4-k-xl
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- qwen3-6-27b-q4-k-xl-rtx-3090-24gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- -hf, unsloth/Qwen3.6-27B-MTP-GGUF:Q4_K_XL, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 4096
- 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
- b9297-2-gb22ff4b7b
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
- 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
- 2026-08-31T23:03:15Z
serving.max concurrency · reason server-capacity-derived-from-source-evidence
serving.max concurrency · state known
metadata
- localmaxxing · backend
- cuda
- localmaxxing · batch size
- 1
- localmaxxing · hardware label
- RTX 3090
- localmaxxing · notes
- Actual host: Ryzen 9 5950X, 64GB DDR4-3600, CachyOS Linux 7.0.10-1-cachyos, RTX 3090 24GB at 400W power limit. Fresh-server clean run after 2 non-identical warmups; no same-prompt ngram-cache warmup. Raw /completion endpoint, n_predict=512, temperature=0, ignore_eos=true, cache_prompt=false. Q4_K_XL dynamic quant, q4_0 KV, MTP speculative decoding with 2 draft tokens. Measured from llama.cpp Prometheus metric deltas; peak VRAM/power sampled with nvidia-smi. The exact published -c 0 f16-KV style config OOMed on this build, so this run uses c=4096 with q4_0 KV.
- localmaxxing · observed command
- llama-server -m /home/ada/Models/unsloth-Qwen3.6-27B-MTP-GGUF/Qwen3.6-27B-UD-Q4_K_XL.gguf --host 127.0.0.1 --metrics --parallel 1 --jinja -ngl 99 -fa on -c 4096 -ctk q4_0 -ctv q4_0 --spec-type draft-mtp --spec-draft-n-max 2
- localmaxxing · run id
- cmqc95c5q001zmp011zfub31b
- localmaxxing · tokenized · arguments
- llama-server, -m, /home/ada/Models/unsloth-Qwen3.6-27B-MTP-GGUF/Qwen3.6-27B-UD-Q4_K_XL.gguf, --host, 127.0.0.1, --metrics, --parallel, 1, --jinja, -ngl, 99, -fa, on, -c, 4096, -ctk, q4_0, -ctv, q4_0, --spec-type, draft-mtp, --spec-draft-n-max, 2
- 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/cmqc95c5q001zmp011zfub31b ↗ |