Equal (2): Everything in this space must be equal to 2. The answer is 2-6, placed vertically; 2-1, placed horizontally.
简单来说,通过 1:7 的 MLA + Lightning Linear 结构,Ring-2.5-1T 在保证万亿参数(激活参数 63B)强大表达能力的同时,将访存规模降低了 10 倍以上,生成吞吐提升了 3 倍。这意味着什么?意味着在处理**超长上下文(Long Context)和深度思考(Reasoning)**任务时,它能像“闪电”一样快,同时保持极高的逻辑严谨性。
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