Recipe

qwen3-6-35b-a3b-ud-iq4-xs-rtx-3060-12gb-llama-cpp-tp1

qwen3-6-35b-a3b-ud-iq4-xs-rtx-3060-12gb-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
fda8528aa (9362)
Accelerators
1
Tensor parallel
1
Context tokens
8,320
chat
unknown
reasoning
unknown
tools
unknown
vision
unknown

Hugging Face model card

Identity

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

Source
https://www.localmaxxing.com/en/runs/cmpu0yenp00lxmq01lr2ocxxv

Observed source tokens

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

  1. ./build-cuda/bin/llama-bench
  2. -hf
  3. unsloth/Qwen3.6-35B-A3B-MTP-GGUF:UD-IQ4_XS
  4. -ngl
  5. 99
  6. -fitt
  7. 1024
  8. -fa
  9. 1
  10. -ctk
  11. q4_0
  12. -ctv
  13. q4_0
  14. -p
  15. 2048,8192
  16. -n
  17. 128
  18. -b
  19. 2048
  20. -ub
  21. 512
  22. -t
  23. 12
  24. -r
  25. 5
  26. -o
  27. md
FlagValue
-hfunsloth/Qwen3.6-35B-A3B-MTP-GGUF:UD-IQ4_XS
-ngl99
-fitt1024
-fa1
-ctkq4_0
-ctvq4_0
-p2048,8192
-n128
-b2048
-ub512
-t12
-r5
-omd

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
18,320251.833.4observedqwen3-6-35b-a3b-ud-iq4-xs-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
qwen3-6-35b-a3b-ud-iq4-xs-rtx-3060-12gb-llama-cpp-tp1
model instance id
unsloth-qwen3-6-35b-a3b-mtp-gguf--ud-iq4-xs
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
qwen3-6-35b-a3b-ud-iq4-xs-rtx-3060-12gb-llama-cpp-tp1-sweep
status
candidate

capabilities

draft launch

accelerator backend
nvidia
arguments
-hf, unsloth/Qwen3.6-35B-A3B-MTP-GGUF, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 8320
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
version
fda8528aa (9362)

serving

max context tokens
8,320
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-not-evidenced
serving.max concurrency · state unknown

metadata

localmaxxing · backend
cuda
localmaxxing · batch size
1
localmaxxing · hardware label
RTX 3060
localmaxxing · notes
RTX 3060 12GB via OCuLink. llama-bench result. Model is Qwen3.6 MTP GGUF, but llama-bench did not enable draft-mtp speculative decoding; server tests used MTP separately. pp2048: 271.78 +/- 8.43 tok/s, pp8192: 251.77 +/- 2.46 tok/s, tg128: 33.44 +/- 5.03 tok/s.
localmaxxing · observed command
./build-cuda/bin/llama-bench -hf unsloth/Qwen3.6-35B-A3B-MTP-GGUF:UD-IQ4_XS -ngl 99 -fitt 1024 -fa 1 -ctk q4_0 -ctv q4_0 -p 2048,8192 -n 128 -b 2048 -ub 512 -t 12 -r 5 -o md
localmaxxing · run id
cmpu0yenp00lxmq01lr2ocxxv
localmaxxing · tokenized · arguments
./build-cuda/bin/llama-bench, -hf, unsloth/Qwen3.6-35B-A3B-MTP-GGUF:UD-IQ4_XS, -ngl, 99, -fitt, 1024, -fa, 1, -ctk, q4_0, -ctv, q4_0, -p, 2048,8192, -n, 128, -b, 2048, -ub, 512, -t, 12, -r, 5, -o, md
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/cmpu0yenp00lxmq01lr2ocxxv