Local LLM setup achieves 55 tok/s with 262K context on $1800 GPU rig

A user shared their setup for running the Qwen3.6-27B-FP8 model locally, achieving 55 tokens per second with a 262K context window. The setup involved four 16GB 5060 Ti GPUs with P2P enabled, costing approximately $1800 in GPU hardware. This configuration is noted as being suitable for inference-only, single-user applications. AI

IMPACT Demonstrates achievable local inference performance with consumer-grade hardware for large context windows.

RANK_REASON User-shared setup and performance metrics for running a specific LLM locally.

Read on r/LocalLLaMA →

• Qwen
• Qwen3.6-27B-FP8

• infra
• model release

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