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Ring-2.5-1T 万亿思考模型 + Tbox：当深度推理遇上知识沉淀，我的生产力发生了什么质变？
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"Aside from the personal toll on people with arthritis, the stakes are high for government who have an uphill challenge to bring down waiting lists to meet ambitious targets."，详情可参考51吃瓜
2L Qwen3, d=5, 2h/1kv, hd=2, ff=3