语言模型的并行令牌预测
Parallel Token Prediction是一种新的语言模型训练方法,它通过同时预测多个未来令牌来加速训练过程并提高模型性能。这种方法打破了传统自回归模型逐个预测令牌的限制,为语言模型训练带来了显著的效率提升。
Parallel Token Prediction是一种新的语言模型训练方法,它通过同时预测多个未来令牌来加速训练过程并提高模型性能。这种方法打破了传统自回归模型逐个预测令牌的限制,为语言模型训练带来了显著的效率提升。
A new phishing-as-a-service called Starkiller uses disguised links to load real login pages from target brands. It acts as a relay between victims and legitimate sites, forwarding usernames, passwords, and MFA codes to bypass security measures.
An investigation uncovered a large network of fake support groups on Telegram that spread cryptocurrency stealers and drainers. The network was found to be actively promoting malicious tools designed to drain crypto wallets.
Gemini can identify public figures in images, while ChatGPT and Claude currently do not offer this capability. This represents a functional difference between major AI models regarding image recognition of people.
Inception Labs has launched Mercury 2, described as the world's first reasoning diffusion LLM. The diffusion language model reportedly delivers 5x faster inference speed compared to leading speed-optimized LLMs.
Andrej Karpathy describes using LLMs to build personal knowledge bases by indexing source documents into a raw directory, then having the LLM compile them into a markdown wiki with summaries, backlinks, and categorization. The system allows for complex Q&A against the wiki and can generate various output formats like markdown files, slideshows, and images, all viewable in Obsidian.