Paged Attention to Major Language Models LLMs

Paged Attention to Major Language Models LLMs

When using LLMs at scale, the real limitation is GPU memory rather than computation, mainly because each application needs a KV cache to store token-level data. In a typical setup, a large fixed memory block is reserved for each request based on the maximum sequence length, resulting in significant unused space and consistency limits. Paged … Read more

US router bans: Everything you need to know

US router bans: Everything you need to know

The Federal Communications Commission on Monday added all foreign-made consumer routers to its Consolidated List – the federal government’s list of telecommunications equipment deemed a national security threat. The move effectively bans the sale of new WiFi routers made outside the country. The ban is sweeping, as almost every consumer router on the market today … Read more

This AI Paper Introduces TinyLoRA, a 13-Parameter Fine-Tuning Method That Achieves 91.8 Percent of GSM8K on Qwen2.5-7B

This AI Paper Introduces TinyLoRA, a 13-Parameter Fine-Tuning Method That Achieves 91.8 Percent of GSM8K on Qwen2.5-7B

Researchers from FAIR on the Meta, Cornell Universityagain Carnegie Mellon University showed that large-scale linguistic models (LLMs) can learn reasoning using a remarkably small number of trained parameters. The research team presents TinyLoRAa parameter that can be down to a single parameter that can be trained under extreme sharing settings. Applying this method to a … Read more

Underage sexual content, self-harm information targeted by new OpenAI open source directives

Underage sexual content, self-harm information targeted by new OpenAI open source directives

OpenAI has announced new open source security guidelines for developers, which aim to introduce a number of new security policies. The information-based safety pack includes model guidance on common youth risks, recommendations for developmental content, and age-appropriate guidelines on topics such as self-harm, sexual content and romantic role-playing, dangerous trends or viral challenges, and harmful … Read more

I Made a Vibe Website in Minutes Using the Google Labs Stitch Tool

I Made a Vibe Website in Minutes Using the Google Labs Stitch Tool

Vibe coding is a hot word in the AI ​​industry right now, allowing you to create apps, games and websites just by talking to a chatbot using natural language. Now Google wants you to do just that with Stitch, Google Labs’ AI user interface design platform. Don’t code for vibe: Google prefers “vibe design.” Announced … Read more