Local AI Registry

Recipe

qwen3-6-27b-fp16-rtx-pro-6000-blackwell-96gb-vllm-tp1

qwen3-6-27b-fp16-rtx-pro-6000-blackwell-96gb-vllm-tp1
JSON APIFind compatible recipes

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

Record

Status
candidate
Source
localmaxxing
Engine
vllm
Engine version
25.01
Accelerators
1
Tensor parallel
1
Context tokens
262,144
Max concurrency
32
chat
unknown
reasoning
unknown
tools
unknown
vision
unknown

Hugging Face model card

Identity

https://huggingface.co/Qwen/Qwen3.6-27B-FP8
Repository
Qwen/Qwen3.6-27B-FP8
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

vllm

Evidence only · candidate · reference

Candidate evidence — not a Run contract

Source
https://www.localmaxxing.com/en/runs/cms93mfqt005ppm013to06zgf

Observed source tokens

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

  1. nohup
  2. /home/ethan/miniconda3/bin/vllm
  3. serve
  4. /home/ethan/models/Qwen3.6-27B-FP8
  5. --trust-remote-code
  6. --served-model-name
  7. qwen36-27b-fp8
  8. --gpu-memory-utilization
  9. 0.92
  10. --dtype
  11. bfloat16
  12. --max-num-seqs
  13. 32
  14. --max-num-batched-tokens
  15. 32768
  16. --max-model-len
  17. 262144
  18. --speculative-config
  19. {"method":"mtp","num_speculative_tokens":2}
  20. --enable-chunked-prefill
  21. --enable-prefix-caching
  22. --enable-auto-tool-choice
  23. --tool-call-parser
  24. qwen3_xml
  25. --port
  26. 8000
FlagValue
--served-model-nameqwen36-27b-fp8
--gpu-memory-utilization0.92
--dtypebfloat16
--max-num-seqs32
--max-num-batched-tokens32768
--max-model-len262144
--speculative-config{"method":"mtp","num_speculative_tokens":2}
--tool-call-parserqwen3_xml
--port8000

Environment

VariableValue
CUDA_HOME/usr/local/cuda

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
—262,144—96.272.1observedqwen3-6-27b-fp16-rtx-pro-6000-blackwell-96gb-vllm-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
qwen3-6-27b-fp16-rtx-pro-6000-blackwell-96gb-vllm-tp1
model instance id
qwen-qwen3-6-27b-fp8--fp16
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
qwen3-6-27b-fp16-rtx-pro-6000-blackwell-96gb-vllm-tp1-sweep
status
candidate

capabilities

draft launch

accelerator backend
nvidia
arguments
serve, --model, Qwen/Qwen3.6-27B-FP8, --tensor-parallel-size, 1, --host, 0.0.0.0, --port, 8000, --max-model-len, 262144
container port
8,000
entrypoint
vllm
host port
8,000
image
vllm/vllm-openai@sha256:0a51ea5b4ae2dc5d81890e5173f54203d2a3ae0cfffe51b8fd2afd4391bfd967
ipc
host
kind
docker
shm size
16g
synthesized · generated at
2026-08-31T22:12:17Z
synthesized · image provenance
deepseek-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp1
synthesized · template
vllm-openai-v1

mounts

read onlytarget
No/root/.cache/huggingface

engine

name
vllm
version
25.01

serving

max concurrency
32
max context tokens
262,144
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 PRO 6000 Blackwell
localmaxxing · observed command
CUDA_HOME=/usr/local/cuda nohup /home/ethan/miniconda3/bin/vllm serve \ /home/ethan/models/Qwen3.6-27B-FP8 \ --trust-remote-code \ --served-model-name qwen36-27b-fp8 \ --gpu-memory-utilization 0.92 \ --dtype bfloat16 \ --max-num-seqs 32 \ --max-num-batched-tokens 32768 \ --max-model-len 262144 \ --speculative-config '{"method":"mtp","num_speculative_tokens":2}' \ --enable-chunked-prefill \ --enable-prefix-caching \ --enable-auto-tool-choice \ --tool-call-parser qwen3_xml \ --port 8000
localmaxxing · run id
cms93mfqt005ppm013to06zgf
localmaxxing · tokenized · arguments
nohup, /home/ethan/miniconda3/bin/vllm, serve, /home/ethan/models/Qwen3.6-27B-FP8, --trust-remote-code, --served-model-name, qwen36-27b-fp8, --gpu-memory-utilization, 0.92, --dtype, bfloat16, --max-num-seqs, 32, --max-num-batched-tokens, 32768, --max-model-len, 262144, --speculative-config, {"method":"mtp","num_speculative_tokens":2}, --enable-chunked-prefill, --enable-prefix-caching, --enable-auto-tool-choice, --tool-call-parser, qwen3_xml, --port, 8000
localmaxxing · tokenized · environment · CUDA HOME
/usr/local/cuda
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/cms93mfqt005ppm013to06zgf ↗