Communications of the ACM

Measuring What Matters in Large Language Model Performance

As large language models (LLMs) gain momentum worldwide, there’s a growing need for reliable ways to measure their performance. Benchmarks that evaluate LLM outputs allow developers to track ...

Why is AI so bad at reading PDFs?

You just had to get lucky and hope that the document ID that you were looking at contains what you’re looking for,” said Igel ...
marktechpost

How to Align Large Language Models with Human Preferences Using Direct Preference Optimization, QLoRA, and Ultra-Feedback

In this tutorial, we implement an end-to-end Direct Preference Optimization workflow to align a large language model with human preferences without using a reward model. We combine TRL’s DPOTrainer ...
marktechpost

A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...
Fast Company

Are LTMs the next LLMs? This new type of AI can do what large-language models can’t

A major difference between LLMs and LTMs is the type of data they’re able to synthesize and use. LLMs use unstructured data—think text, social media posts, emails, etc. LTMs, on the other hand, can ...
Autoblog

This Absurdly Large Wing on a Tesla Model 3 Actually Works

It looks ridiculous, but this carbon-fiber rear wing delivers more than 700 lbs of downforce, turning Tesla’s sensible electric sedan into a track weapon. Unplugged Performance unveils an aggressive ...
C&EN

Large language model guides exploration of the dark metabolome

A close-up image of a time-of-flight mass spectrometer, with several metal tips all pointing at one location. Mass spectrometry, conducted with instruments such as the one shown, can uncover human ...
MIT Technology Review

Meet the new biologists treating LLMs like aliens

How large is a large language model? Think about it this way. In the center of San Francisco there’s a hill called Twin Peaks from which you can view nearly the entire city. Picture all of it—every ...
Business Wire

Z.ai Open-Sources GLM-4.7, a New Generation Large Language Model Built for Real Development Workflows

SINGAPORE--(BUSINESS WIRE)--Z.ai released GLM-4.7 ahead of Christmas, marking the latest iteration of its GLM large language model family. As open-source models move beyond chat-based applications and ...
EurekAlert!

Neuromorphic Spike-Based Large Language Model (NSLLM): The next-generation AI inference architecture for enhanced efficiency and interpretability

Large language models (LLMs) have become crucial tools in the pursuit of artificial general intelligence (AGI). However, as the user base expands and the frequency of usage increases, deploying these ...
The Conversation

What are small language models and how do they differ from large ones?

Lin Tian receives funding from the Advanced Strategic Capabilities Accelerator (ASCA) and the Defence Innovation Network. Marian-Andrei Rizoiu receives funding from the Advanced Strategic Capabilities ...