A user on Vast AI conducted benchmarks for code generation using the Qwen3.6-27B model on four 20GB 3080 graphics cards. The tests revealed impressive performance, with the setup achieving 69 tokens per second at near-maximum context length and a prefill speed of 893 tokens per second with the prompt cache disabled. The user suggests that this hardware configuration, costing around $2,000 for GPUs and supporting components, offers a cost-effective solution for a powerful code generation machine. AI
IMPACT Demonstrates cost-effective hardware solutions for running large language models locally for code generation tasks.
RANK_REASON User-conducted benchmark of an open-source model on consumer hardware. [lever_c_demoted from research: ic=1 ai=0.7]
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