Local AI Registry

Recipe

qwen3-5-9b-q8-0-rtx-3090-24gb-llama-cpp-tp1

qwen3-5-9b-q8-0-rtx-3090-24gb-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/Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF
Repository
Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B-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/cmsikjejw000gqm011z4rhmm9

Observed source tokens

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

  1. /home/lotto/llama.cpp/build/bin/llama-server
  2. --offline
  3. --model
  4. /home/lotto/models/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF-Q8_0/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-Q8_0.gguf
  5. --alias
  6. Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF
  7. --host
  8. 127.0.0.1
  9. --port
  10. 8080
  11. --ctx-size
  12. 65536
  13. --parallel
  14. 1
  15. --gpu-layers
  16. all
  17. --split-mode
  18. none
  19. --flash-attn
  20. on
  21. --cache-type-k
  22. q8_0
  23. --cache-type-v
  24. q8_0
  25. --jinja
  26. --reasoning-format
  27. deepseek
  28. --spec-type
  29. draft-mtp
  30. --timeout
  31. 900
FlagValue
--model/home/lotto/models/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF-Q8_0/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-Q8_0.gguf
--aliasJackrong/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF
--host127.0.0.1
--port8080
--ctx-size65536
--parallel1
--gpu-layersall
--split-modenone
--flash-attnon
--cache-type-kq8_0
--cache-type-vq8_0
--reasoning-formatdeepseek
--spec-typedraft-mtp
--timeout900

Environment

VariableValue
CUDA_VISIBLE_DEVICES0

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
165,536940.5119.929.8observedqwen3-5-9b-q8-0-rtx-3090-24gb-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-3090-24gb
id
qwen3-5-9b-q8-0-rtx-3090-24gb-llama-cpp-tp1
model instance id
jackrong-deepseek-v4-pro-qwen3-5-9b-mtp-gguf--q8-0
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
qwen3-5-9b-q8-0-rtx-3090-24gb-llama-cpp-tp1-sweep
status
candidate

capabilities

draft launch

accelerator backend
nvidia
arguments
-hf, Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF, --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: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
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
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
Qwen3.5-9B fine-tune/distillation served from the named Jackrong GGUF repository; this is not a DeepSeek-V4-Flash architecture model. Remote OpenAI-compatible speed test: 1 warmup plus 5 measured 256-token generations.
localmaxxing · observed command
CUDA_VISIBLE_DEVICES=0 /home/lotto/llama.cpp/build/bin/llama-server --offline --model /home/lotto/models/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF-Q8_0/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-Q8_0.gguf --alias Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF --host 127.0.0.1 --port 8080 --ctx-size 65536 --parallel 1 --gpu-layers all --split-mode none --flash-attn on --cache-type-k q8_0 --cache-type-v q8_0 --jinja --reasoning-format deepseek --spec-type draft-mtp --timeout 900
localmaxxing · run id
cmsikjejw000gqm011z4rhmm9
localmaxxing · tokenized · environment · CUDA VISIBLE DEVICES
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/cmsikjejw000gqm011z4rhmm9 ↗