Tony Jolliffe BBC
Rank-3 factorization, shared-A tied-KV, RMSNorm, grokking
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In the months since, I continued my real-life work as a Data Scientist while keeping up-to-date on the latest LLMs popping up on OpenRouter. In August, Google announced the release of their Nano Banana generative image AI with a corresponding API that’s difficult to use, so I open-sourced the gemimg Python package that serves as an API wrapper. It’s not a thrilling project: there’s little room or need for creative implementation and my satisfaction with it was the net present value with what it enabled rather than writing the tool itself. Therefore as an experiment, I plopped the feature-complete code into various up-and-coming LLMs on OpenRouter and prompted the models to identify and fix any issues with the Python code: if it failed, it’s a good test for the current capabilities of LLMs, if it succeeded, then it’s a software quality increase for potential users of the package and I have no moral objection to it. The LLMs actually were helpful: in addition to adding good function docstrings and type hints, it identified more Pythonic implementations of various code blocks.，更多细节参见同城约会
The same study reveals a 32% drop in women at managerial level after having children.
去年，庞若鸣从苹果离职后加入 Meta，不到一年时间再次跳槽。据多方报道，他在 Meta 的薪酬方案价值超过 2 亿美元，包含多年期激励。