Recipe

qwen3-6-35b-a3b-q4-k-xl-rtx-4060-8gb-llama-cpp-tp1

qwen3-6-35b-a3b-q4-k-xl-rtx-4060-8gb-llama-cpp-tp1

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

Record

Status
candidate
Source
localmaxxing
Engine
llama.cpp
Engine version
b8920
Accelerators
1
Tensor parallel
1
Context tokens
128,000
Max concurrency
1
chat
unknown
reasoning
unknown
tools
unknown
vision
unknown

Hugging Face model card

Identity

https://huggingface.co/unsloth/Qwen3.6-35B-A3B-GGUF
Repository
unsloth/Qwen3.6-35B-A3B-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/cmoznhom30050lo01n4dh1s9c

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-bench
  2. -m
  3. "C:\Users\User\.lmstudio\models\unsloth\Qwen3.6-35B-A3B-GGUF\Qwen3.6-35B-A3B-UD-Q4_K_XL.gguf"
  4. --fit-target
  5. 128
  6. --fit-ctx
  7. 128000
  8. -fa
  9. 1
  10. --mmap
  11. 0
  12. -b
  13. 512
  14. -ub
  15. 512
  16. -ngl
  17. 99
FlagValue
-m"C:\Users\User\.lmstudio\models\unsloth\Qwen3.6-35B-A3B-GGUF\Qwen3.6-35B-A3B-UD-Q4_K_XL.gguf"
--fit-target128
--fit-ctx128000
-fa1
--mmap0
-b512
-ub512
-ngl99

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
1128,000494.330observedqwen3-6-35b-a3b-q4-k-xl-rtx-4060-8gb-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-4060-8gb
id
qwen3-6-35b-a3b-q4-k-xl-rtx-4060-8gb-llama-cpp-tp1
model instance id
unsloth-qwen3-6-35b-a3b-gguf--q4-k-xl
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
qwen3-6-35b-a3b-q4-k-xl-rtx-4060-8gb-llama-cpp-tp1-sweep
status
candidate

capabilities

draft launch

accelerator backend
nvidia
arguments
-hf, unsloth/Qwen3.6-35B-A3B-GGUF:Q4_K_XL, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 128000
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
version
b8920

serving

max concurrency
1
max context tokens
128,000
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 4060
localmaxxing · notes
Run on laptop. Mobile RTX 4060 is only 45W. Entire system is under 120W total
localmaxxing · observed command
llama-bench ^ -m "C:\Users\User\.lmstudio\models\unsloth\Qwen3.6-35B-A3B-GGUF\Qwen3.6-35B-A3B-UD-Q4_K_XL.gguf" ^ --fit-target 128 ^ --fit-ctx 128000 ^ -fa 1 ^ --mmap 0 ^ -b 512 ^ -ub 512 ^ -ngl 99
localmaxxing · run id
cmoznhom30050lo01n4dh1s9c
localmaxxing · tokenized · arguments
llama-bench, -m, "C:\Users\User\.lmstudio\models\unsloth\Qwen3.6-35B-A3B-GGUF\Qwen3.6-35B-A3B-UD-Q4_K_XL.gguf", --fit-target, 128, --fit-ctx, 128000, -fa, 1, --mmap, 0, -b, 512, -ub, 512, -ngl, 99
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/cmoznhom30050lo01n4dh1s9c