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Qwen KV Precision Shows Real Quality Gaps

A community test on an AMD R9700 with ROCm reports noticeable quality and long-context retention differences between FP16 and q8_0 KV cache for Qwen3.8-27B. FP16 reportedly produces more careful structured output and maintains performance beyond 120k tokens, challenging the assumption that both formats are equivalent.

Reddit r/LocalLLaMACommunity20h ago#kv-cache#long-context#quantization
China Leads Global AI Patent Applications

China Leads Global AI Patent Applications

China continues to lead global patent applications, with AI and other core technology areas highlighted as key strengths. Global patent filings reached 3.72 million in 2024, more than double the 1.7 million recorded in 2005, while Japan’s share declined from 25% to 8%.

cnBeta (Full RSS)Media51m ago#patent-landscape
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