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Alibaba's Qwen 3.8 27B model totals around 17GB for four-bit quantized weights with built-in multimodal capabilities. Benchmarks on RTX 5090, RTX 4090, and RTX 3090 reveal severe software and inference engine bottlenecks that VRAM capacity alone cannot overcome.
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