OpenAI and Instacart are deepening their longstanding partnership by bringing the first fully integrated grocery shopping and Instant Checkout payment app to ChatGPT.
Use Gemini, Search, Pixel and more to make holiday planning feel effortless in 2025.
Home Table of Contents KV Cache Optimization via Tensor Product Attention Challenges with Grouped Query and Multi-Head Latent Attention Multi-Head Attention (MHA) Grouped Query Attention (GQA) Multi-Head Latent Attention (MLA) Tensor Product Attention (TPA) TPA: Tensor Decomposition of Q, K, V Latent Factor Maps and Efficient Implementation Attention Computation and RoPE Integration KV Caching and Memory Reduction with TPA PyTorch Implementation of Tensor Product Attention (TPA) Tensor Product Attention with KV Caching Transformer Block Inferencing Code Experimentation Summary […]
Encenada há duas décadas pela companhia, obra de João Cabral de Melo Neto, publicada em 1955, ganha nova potência diante das mudanças sociais do período
Home Table of Contents KV Cache Optimization via Multi-Head Latent Attention Recap of KV Cache The Need for KV Cache Optimization Multi-Head Latent Attention (MLA) Low-Rank KV Projection Up-Projection Decoupled Rotary Position Embeddings (RoPE) RoPE in Standard MHA Challenges in MLA: The Need for Decoupling PyTorch Implementation of Multi-Head Latent Attention Multi-Head Latent Attention Toy Transformer and Inference Experiments and Analysis Summary Citation Information KV Cache Optimization via Multi-Head Latent Attention Transformer-based language models have long relied on […]
It’s nearly the end of 2025, and half of the US and the UK now require you to upload your ID or scan your face to watch “sexual content.” A handful of states and Australia now have various requirements to verify your age before you can create a social media account. Age-verification laws may sound straightforward to some: protect young people online by making everyone prove their age. But in reality, these mandates force users into one of […]
This news comes as a bill was introduced in Congress last week to prevent these exact kinds of chip exports.
Steven Pittz I would like to begin this final reply by thanking Professors Owen and Meyer for their thoughtful comments on my initial essay. I also thank Jason Kuznicki at Cato for the opportunity and for so expertly managing the conversation. In this brief response I will not be able to address all that Owen and Meyer proffer in the way of criticism, but I am sure that their ideas will help shape my continuing work on these […]
Why aren’t police unions required by law to maintain malpractice insurance to cover the costs of settlements for misconduct by its members? It is one of the few ways available to force some accountability. I believe either the unions should be required to carry, the individual members should carry liability insurance, or both. Settlements for police misconduct have cost taxpayers billions, money that could have and should have gone into programs that served the taxpayers far better. Instead, […]
