Recipe
qwopus3-6-27b-v2-gptq-rtx-3090-24gb-vllm-tp1
qwopus3-6-27b-v2-gptq-rtx-3090-24gb-vllm-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 131,072
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/XReyRobert/Qwopus3.6-27B-v2-GPTQ-Pro-v1- Repository
- XReyRobert/Qwopus3.6-27B-v2-GPTQ-Pro-v1
- 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
Observed source tokens
Mechanical split of the source command. Unverified against the engine CLI. The registry does not offer Run for this recipe.
vllmserveXReyRobert/Qwopus3.6-27B-v2-GPTQ-Pro-v1--served-model-nameqwopus3.6-27b-v2-gptq-pro-foem-4bit-g128-ns256-v2--language-model-only--dtypefloat16--quantizationgptq_marlin--disable-custom-all-reduce--tensor-parallel-size1--max-model-len131072--max-num-seqs1--kv-cache-dtypefp8_e5m2--reasoning-parserqwen3--enable-auto-tool-choice--tool-call-parserqwen3_coder--enable-prefix-caching--max-cudagraph-capture-size32--gpu-memory-utilization0.95--trust-remote-code
| Flag | Value |
|---|---|
--served-model-name | qwopus3.6-27b-v2-gptq-pro-foem-4bit-g128-ns256-v2 |
--dtype | float16 |
--quantization | gptq_marlin |
--tensor-parallel-size | 1 |
--max-model-len | 131072 |
--max-num-seqs | 1 |
--kv-cache-dtype | fp8_e5m2 |
--reasoning-parser | qwen3 |
--tool-call-parser | qwen3_coder |
--max-cudagraph-capture-size | 32 |
--gpu-memory-utilization | 0.95 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 131,072 | 8,304.4 | 43.2 | 5,584.3 | observed | qwopus3-6-27b-v2-gptq-rtx-3090-24gb-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-3090-24gb
- id
- qwopus3-6-27b-v2-gptq-rtx-3090-24gb-vllm-tp1
- model instance id
- xreyrobert-qwopus3-6-27b-v2-gptq-pro-v1--gptq
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- qwopus3-6-27b-v2-gptq-rtx-3090-24gb-vllm-tp1-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- --model, XReyRobert/Qwopus3.6-27B-v2-GPTQ-Pro-v1, --tensor-parallel-size, 1, --host, 0.0.0.0, --port, 8000, --max-model-len, 131072
- container port
- 8,000
- 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 only | target |
|---|---|
| No | /root/.cache/huggingface |
engine
- name
- vllm
serving
- max concurrency
- 1
- max context tokens
- 131,072
- 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 3090
- localmaxxing · notes
- Metrics derived from Prometheus vLLM counters for model_name=qwopus3.6-27b-v2-gptq-pro-foem-4bit-g128-ns256-v2 over last 2d. Aggregate: ~218 req, ~8.67M prompt tokens, ~78.4K generation tokens, weighted decode throughput 43.16 tok/s, prefill 8304 tok/s, avg TTFT 5.58s. Real mixed workload with prefix caching enabled, not a controlled synthetic cold-cache benchmark.
- localmaxxing · observed command
- vllm serve XReyRobert/Qwopus3.6-27B-v2-GPTQ-Pro-v1 --served-model-name qwopus3.6-27b-v2-gptq-pro-foem-4bit-g128-ns256-v2 --language-model-only --dtype float16 --quantization gptq_marlin --disable-custom-all-reduce --tensor-parallel-size 1 --max-model-len 131072 --max-num-seqs 1 --kv-cache-dtype fp8_e5m2 --reasoning-parser qwen3 --enable-auto-tool-choice --tool-call-parser qwen3_coder --enable-prefix-caching --max-cudagraph-capture-size 32 --gpu-memory-utilization 0.95 --trust-remote-code
- localmaxxing · run id
- cmpzz0vk500bxo601tcu6ar5u
- localmaxxing · tokenized · arguments
- vllm, serve, XReyRobert/Qwopus3.6-27B-v2-GPTQ-Pro-v1, --served-model-name, qwopus3.6-27b-v2-gptq-pro-foem-4bit-g128-ns256-v2, --language-model-only, --dtype, float16, --quantization, gptq_marlin, --disable-custom-all-reduce, --tensor-parallel-size, 1, --max-model-len, 131072, --max-num-seqs, 1, --kv-cache-dtype, fp8_e5m2, --reasoning-parser, qwen3, --enable-auto-tool-choice, --tool-call-parser, qwen3_coder, --enable-prefix-caching, --max-cudagraph-capture-size, 32, --gpu-memory-utilization, 0.95, --trust-remote-code
- localmaxxing · tokenized · fidelity
- faithful
provenance
- captured at
- 2026-08-30T09:10:02Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-30T09:10:02Z | normalized-recipe | www.localmaxxing.com/en/runs/cmpzz0vk500bxo601tcu6ar5u ↗ |