Recipe
qwen3-6-27b-awq-int4-rtx-3060-12gb-vllm-tp2-68h7yf95
qwen3-6-27b-awq-int4-rtx-3060-12gb-vllm-tp2-68h7yf95Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- vllm
- Accelerators
- 2
- Tensor parallel
- 2
- Context tokens
- 4,104
- Max concurrency
- 1
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/QuantTrio/Qwen3.6-27B-AWQ- Repository
- QuantTrio/Qwen3.6-27B-AWQ
- 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.
vllmserve--language-model-only--quantizationawq--kv-cache-dtypefp8--mamba-ssm-cache-dtypebfloat16--enforce-eager--enable-prefix-caching--enable-chunked-prefill--block-size16--disable-custom-all-reduce
| Flag | Value |
|---|---|
--quantization | awq |
--kv-cache-dtype | fp8 |
--mamba-ssm-cache-dtype | bfloat16 |
--block-size | 16 |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 4,104 | 1,119.8 | 6.8 | 3,665 | observed | qwen3-6-27b-awq-int4-rtx-3060-12gb-vllm-tp2-68h7yf95-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 2
- hardware id
- rtx-3060-12gb
- id
- qwen3-6-27b-awq-int4-rtx-3060-12gb-vllm-tp2-68h7yf95
- model instance id
- quanttrio-qwen3-6-27b-awq--awq-int4
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- qwen3-6-27b-awq-int4-rtx-3060-12gb-vllm-tp2-68h7yf95-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- --model, QuantTrio/Qwen3.6-27B-AWQ, --tensor-parallel-size, 2, --host, 0.0.0.0, --port, 8000, --max-model-len, 4104
- 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
- 4,104
- tensor parallel
- 2
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 · hardware label
- RTX 3060
- localmaxxing · notes
- Dell Precision T7810, Dual Intel Xeon E5-2650 v4 (2x12c/24t, 2.20GHz), 32GB DDR4 ECC 2133 MT/s (8x4GB), PCIe Gen 3 x16. vLLM --language-model-only (loads text part of multimodal model, skips visual encoder). No vLLM patches needed! FP8 KV cache + BF16 Mamba SSM state. Max context 8800 tokens (vLLM correctly counts 16 attn layers, not 64). enable-prefix-caching, enable-chunked-prefill, block-size=16, disable-custom-all-reduce.
- localmaxxing · observed command
- vllm serve --language-model-only --quantization awq --kv-cache-dtype fp8 --mamba-ssm-cache-dtype bfloat16 --enforce-eager --enable-prefix-caching --enable-chunked-prefill --block-size 16 --disable-custom-all-reduce
- localmaxxing · run id
- cmr8nahgf00f7qr0168h7yf95
- localmaxxing · tokenized · arguments
- vllm, serve, --language-model-only, --quantization, awq, --kv-cache-dtype, fp8, --mamba-ssm-cache-dtype, bfloat16, --enforce-eager, --enable-prefix-caching, --enable-chunked-prefill, --block-size, 16, --disable-custom-all-reduce
- 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/cmr8nahgf00f7qr0168h7yf95 ↗ |