LLMs

Selecting the Best Model Size and Dataset Size under a Fixed Budget for LLMs

Introduction language models (LLMs), we're perpetually constrained by budgets. Such a constraint results in a fundamental trade-off:Imagine that for those who fix a compute budget, increasing the model size signifies that you need to...

Creating AI that matters

With regards to artificial intelligence, MIT and IBM were there in the...

This Puzzle Shows Just How Far LLMs Have Progressed in a Little Over a 12 months

that the capabilities of LLMs have progressed dramatically in the previous couple of years, nevertheless it’s hard to quantify just how good they’ve develop into. That got me pondering back to a geometrical problem...

How you can Analyze and Optimize Your LLMs in 3 Steps

in production, actively responding to user queries. Nevertheless, you now need to improve your model to handle a bigger fraction of customer requests successfully. How do you approach this? In this text, I discuss...

Methods to Use LLMs for Powerful Automatic Evaluations

discuss how you may perform automatic evaluations using LLM as a judge. LLMs are widely used today for quite a lot of applications. Nonetheless, an often underestimated aspect of LLMs is their use...

Generating Structured Outputs from LLMs

interface for interacting with LLMs is thru the classic chat UI present in ChatGPT, Gemini, or DeepSeek. The interface is kind of easy, where the user inputs a body of text and the...

Perplexity accused of scraping web sites that explicitly blocked AI scraping

AI startup Perplexity is crawling and scraping content from web sites which have explicitly indicated they don’t wish to be scraped, in keeping with web infrastructure provider Cloudflare. On Monday, Cloudflare published research saying it...

LLMs and Mental Health

who're paying close attention to the media coverage of AI, particularly LLMs, will probably have heard about a number of cases and trends around how people’s mental health may be affected by use...

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