The experiment methodology left me dubious about the kind of point they wanted to make. Why not provide the agent with the ISA documentation? Why Rust? Writing a C compiler is exactly a giant graph manipulation exercise: the kind of program that is harder to write in Rust. Also, in a clean room experiment, the agent should have access to all the information about well established computer science progresses related to optimizing compilers: there are a number of papers that could be easily synthesized in a number of markdown files. SSA, register allocation, instructions selection and scheduling. Those things needed to be researched *first*, as a prerequisite, and the implementation would still be “clean room”.
但 15 万次是个什么体量？Lambert 认为，这点数据对 DeepSeek 传闻中的 V4 模型或任何模型整体训练的影响可以忽略不计，「更像是某个小团队在内部做实验，大概率连训练负责人都不知道。」
（一）非法种植罂粟不满五百株或者其他少量毒品原植物的；，详情可参考服务器推荐
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Нью-Йорк Рейнджерс，更多细节参见51吃瓜
如果你想查看微调后的效果，这里有一个基于 flutter_gemma 示例中的函数训练的模型：sasha-denisov/functiongemma-flutter-gemma-demo。该模型使用 284 个示例训练了 3 个函数（change_background_color、change_app_title 和 show_alert）。准确率显著高于基准模型。