Bindu Reddy:小模型进化将催生个人专属 LLM
Bindu Reddy 提了个有意思的方向:以后每人训一个几十亿参数的本地小模型,专门懂你,复杂活儿再找大模型搭把手。
Airtable 前高管 Bindu Reddy 发文提出,随着小模型能力持续提升,每个人都能训练属于自己的个人 LLM。这类模型只有几十亿参数,可以完全在本地运行。它记住用户的所有信息,理解个人偏好,并在执行复杂任务时与大型模型协同对话。
From Personal Agents To Personal LLMs
As small models continue to get better everyone will be able to train their own personal LLM
Run it locally if they want…. A few billion parameters that understand who you truly are
It will remember eveything about you and orchestrate complex tasks by chatting with large model