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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/LocalLLaMACommunity11h ago#kv-cache#long-context#quantization
Alipay Moves Beyond DAU

Alipay Moves Beyond DAU

Ant Group is shifting Alipay away from optimizing daily active users as its primary objective. It no longer requires every service invocation to return to the Alipay app, aiming to expand cross-platform reach and create more opportunities for service usage and transactions.

Kling AI Raises $3 Billion as Kuaishou Splits Strategy

Kling AI Raises $3 Billion as Kuaishou Splits Strategy

Kuaishou’s Kling AI raised nearly $3 billion at a post-money valuation of $18 billion, with Kuaishou’s stake falling to 68.33% and a potential Hong Kong IPO targeted by 2031. Despite strong revenue growth, Kling faces slowing momentum, talent departures, and intense competition from ByteDance’s Seedance and open-source video models.

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