Local AI Registry

Recipe

qwen3-6-27b-q4-k-m-rtx-3090-24gb-llama-cpp-tp1-y82lvs6e

qwen3-6-27b-q4-k-m-rtx-3090-24gb-llama-cpp-tp1-y82lvs6e
JSON APIFind compatible recipes

Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.

Record

Status
candidate
Source
localmaxxing
Engine
llama.cpp
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/lmstudio-community/Qwen3.6-27B-GGUF
Repository
lmstudio-community/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

Source
https://www.localmaxxing.com/en/runs/cmpkxfep70024nj01y82lvs6e

Observed source tokens

Mechanical split of the source command. Unverified against the engine CLI. The registry does not offer Run for this recipe.

  1. llama-server
  2. -m
  3. Qwen3.6-27B-Q4_K_M.gguf
  4. --mmproj
  5. mmproj-Qwen3.6-27B-BF16.gguf
  6. --no-mmproj-offload
  7. --spec-draft-model
  8. Qwen3.6-27B-DFlash-IQ4_XS.gguf
  9. --spec-type
  10. dflash
  11. --spec-dflash-cross-ctx
  12. 256
  13. --spec-draft-ngl
  14. all
  15. --port
  16. 8082
  17. --host
  18. 0.0.0.0
  19. -np
  20. 1
  21. --kv-unified
  22. -ngl
  23. all
  24. --ctx-size
  25. 131072
  26. -b
  27. 256
  28. -ub
  29. 64
  30. --cache-type-k
  31. turbo4
  32. --cache-type-v
  33. turbo4
  34. --flash-attn
  35. on
  36. --cache-ram
  37. 0
  38. --jinja
  39. --no-mmap
  40. --mlock
  41. --no-host
  42. --metrics
  43. --log-timestamps
  44. --log-prefix
  45. --log-colors
  46. off
  47. --reasoning
  48. on
  49. --chat-template-kwargs
  50. {"preserve_thinking":true}
  51. --temp
  52. 0.6
  53. --top-p
  54. 0.95
  55. --top-k
  56. 20
  57. --min-p
  58. 0.0
FlagValue
-mQwen3.6-27B-Q4_K_M.gguf
--mmprojmmproj-Qwen3.6-27B-BF16.gguf
--spec-draft-modelQwen3.6-27B-DFlash-IQ4_XS.gguf
--spec-typedflash
--spec-dflash-cross-ctx256
--spec-draft-nglall
--port8082
--host0.0.0.0
-np1
-nglall
--ctx-size131072
-b256
-ub64
--cache-type-kturbo4
--cache-type-vturbo4
--flash-attnon
--cache-ram0
--log-colorsoff
--reasoningon
--chat-template-kwargs{"preserve_thinking":true}
--temp0.6
--top-p0.95
--top-k20
--min-p0.0

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
12,048—64.4—observedqwen3-6-27b-q4-k-m-rtx-3090-24gb-llama-cpp-tp1-y82lvs6e-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-m-rtx-3090-24gb-llama-cpp-tp1-y82lvs6e
model instance id
lmstudio-community-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-3090-24gb-llama-cpp-tp1-y82lvs6e-sweep
status
candidate

capabilities

draft launch

accelerator backend
nvidia
arguments
-hf, lmstudio-community/Qwen3.6-27B-GGUF:Q4_K_M, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 2048
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: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 onlytarget
No/root/.cache/huggingface

engine

name
llama.cpp

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
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
beellama.cpp (07ac3ce) DFlash+TurboQuant - built from source
localmaxxing · observed command
llama-server \ -m Qwen3.6-27B-Q4_K_M.gguf \ --mmproj mmproj-Qwen3.6-27B-BF16.gguf --no-mmproj-offload \ --spec-draft-model Qwen3.6-27B-DFlash-IQ4_XS.gguf \ --spec-type dflash --spec-dflash-cross-ctx 256 --spec-draft-ngl all \ --port 8082 --host 0.0.0.0 -np 1 --kv-unified \ -ngl all --ctx-size 131072 -b 256 -ub 64 \ --cache-type-k turbo4 --cache-type-v turbo4 --flash-attn on \ --cache-ram 0 --jinja --no-mmap --mlock --no-host --metrics \ --log-timestamps --log-prefix --log-colors off \ --reasoning on --chat-template-kwargs '{"preserve_thinking":true}' \ --temp 0.6 --top-p 0.95 --top-k 20 --min-p 0.0
localmaxxing · run id
cmpkxfep70024nj01y82lvs6e
localmaxxing · tokenized · arguments
llama-server, -m, Qwen3.6-27B-Q4_K_M.gguf, --mmproj, mmproj-Qwen3.6-27B-BF16.gguf, --no-mmproj-offload, --spec-draft-model, Qwen3.6-27B-DFlash-IQ4_XS.gguf, --spec-type, dflash, --spec-dflash-cross-ctx, 256, --spec-draft-ngl, all, --port, 8082, --host, 0.0.0.0, -np, 1, --kv-unified, -ngl, all, --ctx-size, 131072, -b, 256, -ub, 64, --cache-type-k, turbo4, --cache-type-v, turbo4, --flash-attn, on, --cache-ram, 0, --jinja, --no-mmap, --mlock, --no-host, --metrics, --log-timestamps, --log-prefix, --log-colors, off, --reasoning, on, --chat-template-kwargs, {"preserve_thinking":true}, --temp, 0.6, --top-p, 0.95, --top-k, 20, --min-p, 0.0
localmaxxing · tokenized · fidelity
faithful

provenance

captured at
2026-08-30T09:10:02Z

sources

captured atkindurl
2026-08-30T09:10:02Znormalized-recipewww.localmaxxing.com/en/runs/cmpkxfep70024nj01y82lvs6e ↗