Local AI Registry

Recipe

gemma-4-12b-it-qat-q4-0-unquantized-q4-k-xl-rtx-3060-12gb-llama-cpp-tp1

gemma-4-12b-it-qat-q4-0-unquantized-q4-k-xl-rtx-3060-12gb-llama-cpp-tp1
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
65,536
Max concurrency
1
chat
unknown
reasoning
unknown
tools
unknown
vision
unknown

Hugging Face model card

Identity

https://huggingface.co/unsloth/gemma-4-12B-it-qat-GGUF
Repository
unsloth/gemma-4-12B-it-qat-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/cmqffnk1t008gmt01jrdzrpbz

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.cpp\build\bin\Release\llama-server.exe
  2. --model
  3. unsloth\gemma-4-12B-it-qat-GGUF\gemma-4-12B-it-qat-UD-Q4_K_XL.gguf
  4. --model-draft
  5. unsloth\gemma-4-12B-it-qat-GGUF\mtp-gemma-4-12B-it.gguf
  6. --spec-type
  7. draft-mtp
  8. --spec-draft-n-max
  9. 2
  10. --spec-draft-p-min
  11. 0.05
  12. --temp
  13. 1.0
  14. --top-p
  15. 0.95
  16. --top-k
  17. 64
  18. --alias
  19. "unsloth/gemma-4-12b-it-qat-GGUF"
  20. --port
  21. 8001
  22. --reasoning
  23. on
  24. --jinja
  25. -ngl
  26. 999
  27. -fa
  28. on
  29. -c
  30. 65536
  31. -t
  32. 6
  33. --mlock
  34. -np
  35. 1
  36. -b
  37. 1024
  38. -ub
  39. 1024
FlagValue
--modelunsloth\gemma-4-12B-it-qat-GGUF\gemma-4-12B-it-qat-UD-Q4_K_XL.gguf
--model-draftunsloth\gemma-4-12B-it-qat-GGUF\mtp-gemma-4-12B-it.gguf
--spec-typedraft-mtp
--spec-draft-n-max2
--spec-draft-p-min0.05
--temp1.0
--top-p0.95
--top-k64
--alias"unsloth/gemma-4-12b-it-qat-GGUF"
--port8001
--reasoningon
-ngl999
-faon
-c65536
-t6
-np1
-b1024
-ub1024

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
165,536420791,245.3observedgemma-4-12b-it-qat-q4-0-unquantized-q4-k-xl-rtx-3060-12gb-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-3060-12gb
id
gemma-4-12b-it-qat-q4-0-unquantized-q4-k-xl-rtx-3060-12gb-llama-cpp-tp1
model instance id
unsloth-gemma-4-12b-it-qat-gguf--q4-k-xl
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
gemma-4-12b-it-qat-q4-0-unquantized-q4-k-xl-rtx-3060-12gb-llama-cpp-tp1-sweep
status
candidate

capabilities

draft launch

accelerator backend
nvidia
arguments
-hf, unsloth/gemma-4-12B-it-qat-GGUF:Q4_K_XL, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 65536
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 onlytarget
No/root/.cache/huggingface

engine

name
llama.cpp

serving

max concurrency
1
max context tokens
65,536
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 · backend
cuda
localmaxxing · hardware label
RTX 3060
localmaxxing · observed command
.\llama.cpp\build\bin\Release\llama-server.exe ^ --model unsloth\gemma-4-12B-it-qat-GGUF\gemma-4-12B-it-qat-UD-Q4_K_XL.gguf ^ --model-draft unsloth\gemma-4-12B-it-qat-GGUF\mtp-gemma-4-12B-it.gguf ^ --spec-type draft-mtp ^ --spec-draft-n-max 2 ^ --spec-draft-p-min 0.05 ^ --temp 1.0 ^ --top-p 0.95 ^ --top-k 64 ^ --alias "unsloth/gemma-4-12b-it-qat-GGUF" ^ --port 8001 ^ --reasoning on ^ --jinja ^ -ngl 999 ^ -fa on ^ -c 65536 ^ -t 6 ^ --mlock ^ -np 1 ^ -b 1024 ^ -ub 1024
localmaxxing · run id
cmqffnk1t008gmt01jrdzrpbz
localmaxxing · tokenized · arguments
.\llama.cpp\build\bin\Release\llama-server.exe, --model, unsloth\gemma-4-12B-it-qat-GGUF\gemma-4-12B-it-qat-UD-Q4_K_XL.gguf, --model-draft, unsloth\gemma-4-12B-it-qat-GGUF\mtp-gemma-4-12B-it.gguf, --spec-type, draft-mtp, --spec-draft-n-max, 2, --spec-draft-p-min, 0.05, --temp, 1.0, --top-p, 0.95, --top-k, 64, --alias, "unsloth/gemma-4-12b-it-qat-GGUF", --port, 8001, --reasoning, on, --jinja, -ngl, 999, -fa, on, -c, 65536, -t, 6, --mlock, -np, 1, -b, 1024, -ub, 1024
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/cmqffnk1t008gmt01jrdzrpbz ↗