Gemini 2.5 Flash Lite 以 0.05 美元、83.2% 的成功率紧随其后。而 Claude Opus 4.6 完成测试的成本高达 5.89 美元，是 GPT-5 Nano 的近 200 倍，但成功率反而低于 MiniMax M2.1 逾 3 个百分点。
Названы самые аварийные регионы России14:53
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The value in this approach is that the bot can perform tasks faster than I could through Gmail’s native interface while still giving me nearly full control. I did consider more automated approaches like Zapier, Inbox Zero, and a few others. However, Zapier has quite a learning curve for something that I only needed long enough to help me organize things, and solutions like Inbox Zero cost money out of the gate.
It seems like register_offload_parameter is trying to offload the parameter to CPU or some non-gpu device, but maybe isn’t actually working. Maybe the offloading framework isn’t set up properly, a condition isn’t met, or the dict it’s offloading to is actually still in GPU memory. Either way, let's try the simple thing of not making the parameter and explicitly deleting weight_data.。关于这个话题，超级权重提供了深入分析