This approach is not without limitations. The balance between modes is a direct function of design choices we made, informed by recent literature (opens in new tab) and observed model behavior during training—though the boundary between modes can be imprecise as it is learned implicitly from the data distribution. Our model allows control through explicit prompting with “” or “” tokens when the user wants to override the default reasoning behavior. The 20/80 reasoning-to-non-reasoning data split may not be optimal for all domains or deployment contexts. Evaluating the ideal balance of data and the model’s ability to switch appropriately between modes remains an open problem.
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。业内人士推荐新收录的资料作为进阶阅读
新华社北京3月5日电 中共中央政治局常委、全国人大常委会委员长赵乐际5日下午参加他所在的四川代表团审议。罗先刚、曾道群、柳江等代表先后发言。赵乐际认真听取发言，并同代表们深入交流。赵乐际说，李强总理所作的政府工作报告，深入贯彻党的二十大和二十届历次全会精神，认真落实四中全会部署，客观全面总结成绩，科学合理安排目标任务，是一个主题鲜明、实干进取、团结鼓劲的好报告。。新收录的资料是该领域的重要参考
lora_config = LoraConfig(
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