螞蟻集團開源百靈大模型Ring-flash-linear-2.0-128K，專攻超長文本編程。採用混合線性注意力與稀疏MoE架構，僅激活6.1B參數即可媲美40B密集模型，在代碼生成和智能代理領域達到最優表現，高效解決長上下文處理痛點。
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