Darren LI

GPT-4V(ision) System Card

强化学习是机器学习的一个分支。与监督学习不同,在强化学习中,智能体通过与环境不断交互进行试错学习,其目标是最大化累积回报。

In streaming settings, StreamingLLM outperforms the sliding window recomputation baseline by up to 22.2x speedup.

emerging of LLMs not as a chatbot, but the kernel process of a new Operating System. E.g. today it orchestrates:

- Input & Output across modalities (text, audio, vision)

- Code interpreter, ability to write & run programs

- Browser / internet access

- Embeddings database for files and internal memory storage & retrieval

The quest to be shoppers' No. 1 destination has two tech giants pitted against each other. After losing ground to Amazon, Google is doubling down on Shopping to be customers' first choice.

Hyperstructures excite me for the same reason that APIs excite me, with the added benefits of being free, permanent, expansive, and permissionless.

数据似乎表明特斯拉的方法比Waymo或Cruise表现得差得多,后者都使用更模块化的系统。这或许证明了大规模机器学习方法很难克服99.X%问题

Language is a richer form of supervision than classical closed-set labels.

In time, the ratio of human work lessens, eventually getting closer to full automation even in areas which require a human specialist—i.e., where small mistakes can have disastrous effects—but likely not without a human somewhere in the loop, especially in areas that are particularly unforgiving to mistakes, such as diagnoses, drug prescriptions, o... See more