Recipe

qwen3-5-122b-a10b-q4-k-m-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1

qwen3-5-122b-a10b-q4-k-m-rtx-pro-6000-blackwell-96gb-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
unknown
Accelerators
1
Tensor parallel
1
Context tokens
32,768
Max concurrency
1
chat
unknown
reasoning
unknown
tools
unknown
vision
unknown

Hugging Face model card

Identity

https://huggingface.co/0xSero/Qwen3.5-122B-A10B-REAP-20
Repository
0xSero/Qwen3.5-122B-A10B-REAP-20
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/cmows6h8l00ayo201qj3poozm

Observed source tokens

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

  1. /usr/local/bin/llama-server
  2. -m
  3. /LINUX/Models/0xSero/Qwen3.5-122B-A10B-REAP-20-GGUF/Qwen3.5-122B-A10B-REAP-20-Q4_K_M.gguf
  4. --host
  5. 127.0.0.1
  6. --port
  7. 8001
  8. --ctx-size
  9. 32768
  10. --alias
  11. qwen3-5-122b-a10b-reap
  12. -ngl
  13. 999
  14. --flash-attn
  15. on
  16. --batch-size
  17. 512
  18. --ubatch-size
  19. 512
  20. --cache-type-k
  21. q8_0
  22. --cache-type-v
  23. q8_0
  24. --parallel
  25. 1
  26. --jinja
FlagValue
-m/LINUX/Models/0xSero/Qwen3.5-122B-A10B-REAP-20-GGUF/Qwen3.5-122B-A10B-REAP-20-Q4_K_M.gguf
--host127.0.0.1
--port8001
--ctx-size32768
--aliasqwen3-5-122b-a10b-reap
-ngl999
--flash-attnon
--batch-size512
--ubatch-size512
--cache-type-kq8_0
--cache-type-vq8_0
--parallel1

Environment

VariableValue
CUDA_DEVICE_ORDERPCI_BUS_ID
CUDA_VISIBLE_DEVICES1

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
132,7682,737.988.211,781.4observedqwen3-5-122b-a10b-q4-k-m-rtx-pro-6000-blackwell-96gb-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-pro-6000-blackwell-96gb
id
qwen3-5-122b-a10b-q4-k-m-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1
model instance id
0xsero-qwen3-5-122b-a10b-reap-20--q4-k-m
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
qwen3-5-122b-a10b-q4-k-m-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1-sweep
status
candidate

capabilities

engine

name
llama.cpp
version
unknown

serving

max concurrency
1
max context tokens
32,768
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 PRO 6000 Blackwell
localmaxxing · notes
Automated 32k/64k Pro 6000 batch benchmark. Local model: Qwen3.5 122B A10B REAP GGUF Q4_K_M at /LINUX/Models/0xSero/Qwen3.5-122B-A10B-REAP-20-GGUF/Qwen3.5-122B-A10B-REAP-20-Q4_K_M.gguf.
localmaxxing · observed command
CUDA_DEVICE_ORDER=PCI_BUS_ID CUDA_VISIBLE_DEVICES=1 /usr/local/bin/llama-server -m /LINUX/Models/0xSero/Qwen3.5-122B-A10B-REAP-20-GGUF/Qwen3.5-122B-A10B-REAP-20-Q4_K_M.gguf --host 127.0.0.1 --port 8001 --ctx-size 32768 --alias qwen3-5-122b-a10b-reap -ngl 999 --flash-attn on --batch-size 512 --ubatch-size 512 --cache-type-k q8_0 --cache-type-v q8_0 --parallel 1 --jinja
localmaxxing · run id
cmows6h8l00ayo201qj3poozm
localmaxxing · tokenized · environment · CUDA DEVICE ORDER
PCI_BUS_ID
localmaxxing · tokenized · environment · CUDA VISIBLE DEVICES
1
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/cmows6h8l00ayo201qj3poozm