Recipe
qwen3-6-27b-q4-k-m-rtx-3090-ti-24gb-llama-cpp-tp1-jm347jzo
qwen3-6-27b-q4-k-m-rtx-3090-ti-24gb-llama-cpp-tp1-jm347jzoObserved LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- b1540
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 73,728
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/unsloth/Qwen3.6-27B-GGUF- Repository
- unsloth/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
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-mgary-qwen36-27b-v4-Q4_K_M.gguf-ngl99-c73728-np1--cache-type-kbf16--cache-type-vbf16--jinja--flash-attnon--batch-size2048--ubatch-size512--threads8--threads-batch16--temp0.1--reasoning-formatdeepseek--reasoning-budget1024--no-context-shift--ctx-checkpoints0--checkpoint-every-n-tokens-1
| Flag | Value |
|---|---|
-m | gary-qwen36-27b-v4-Q4_K_M.gguf |
-ngl | 99 |
-c | 73728 |
-np | 1 |
--cache-type-k | bf16 |
--cache-type-v | bf16 |
--flash-attn | on |
--batch-size | 2048 |
--ubatch-size | 512 |
--threads | 8 |
--threads-batch | 16 |
--temp | 0.1 |
--reasoning-format | deepseek |
--reasoning-budget | 1024 |
--ctx-checkpoints | 0 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 73,728 | — | 36.4 | 374 | observed | qwen3-6-27b-q4-k-m-rtx-3090-ti-24gb-llama-cpp-tp1-jm347jzo-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-ti-24gb
- id
- qwen3-6-27b-q4-k-m-rtx-3090-ti-24gb-llama-cpp-tp1-jm347jzo
- model instance id
- unsloth-qwen3-6-27b-gguf--q4-k-m
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- qwen3-6-27b-q4-k-m-rtx-3090-ti-24gb-llama-cpp-tp1-jm347jzo-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- -hf, unsloth/Qwen3.6-27B-GGUF:Q4_K_M, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 73728
- container port
- 8,080
- environment · LLAMA CACHE
- /root/.cache/huggingface
- host port
- 8,080
- image
- ghcr.io/ggml-org/llama.cpp:server-cuda12-b10481@sha256:b2497f8834f5ecb4e38530f6bf2734b8e0be107f0f0857e259672d1cb85b71c2
- 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
- b1540
serving
- max concurrency
- 1
- max context tokens
- 73,728
- 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 · hardware label
- RTX 3090 Ti
- localmaxxing · notes
- Short-reply variant of cmoer7qzw000ale04gs1qkc1n. Same config, 512 prompt → 128 output. Quick-dispatch tool-call profile. See main entry cmoer7qzw000ale04gs1qkc1n for full DeltaNet stability config.
- localmaxxing · observed command
- llama-server -m gary-qwen36-27b-v4-Q4_K_M.gguf -ngl 99 -c 73728 -np 1 --cache-type-k bf16 --cache-type-v bf16 --jinja --flash-attn on --batch-size 2048 --ubatch-size 512 --threads 8 --threads-batch 16 --temp 0.1 --reasoning-format deepseek --reasoning-budget 1024 --no-context-shift --ctx-checkpoints 0 --checkpoint-every-n-tokens -1
- localmaxxing · run id
- cmoerh82s0001l404jm347jzo
- localmaxxing · tokenized · arguments
- llama-server, -m, gary-qwen36-27b-v4-Q4_K_M.gguf, -ngl, 99, -c, 73728, -np, 1, --cache-type-k, bf16, --cache-type-v, bf16, --jinja, --flash-attn, on, --batch-size, 2048, --ubatch-size, 512, --threads, 8, --threads-batch, 16, --temp, 0.1, --reasoning-format, deepseek, --reasoning-budget, 1024, --no-context-shift, --ctx-checkpoints, 0, --checkpoint-every-n-tokens, -1
- 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/cmoerh82s0001l404jm347jzo ↗ |