Manifold-Constrained Hyper-Connections: The Architectural Breakthrough That Might Redefine LLM Training

If mHC scales the way early benchmarks suggest, it could reshape how we think about model capacity, compute budgets and the ...

Guide Labs debuts a new kind of interpretable LLM

The company open-sourced an 8 billion parameter LLM, Steerling-8B, trained with a new architecture designed to make its ...
VentureBeat

ServiceNow open sources Fast-LLM in a bid to help enterprises train AI models 20% quicker

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Training a large language model (LLM) is ...
Communications of the ACM

LLM Evaluation is Key to Accurate, Reliable, Effective GenAI

Enter large language model (LLM) evaluation. The purpose of LLM evaluation is to analyze and refine GenAI outputs to improve their accuracy and reliability while avoiding bias. The evaluation process ...
InfoWorld

Databricks’ TAO method to allow LLM training with unlabeled data

Test-time Adaptive Optimization can be used to increase the efficiency of inexpensive models, such as Llama, the company said. Data lakehouse provider Databricks has unveiled a new large language ...
XDA Developers on MSN

You're using your local LLM wrong if you're prompting it like a cloud LLM

Local models work best when you meet them halfway ...
Business Wire

SambaNova Announces That Fugaku-LLM Is Now a Part of Samba-1

HAMBURG , Germany--(BUSINESS WIRE)--ISC24 – SambaNova Systems, makers of the only purpose-built, full-stack AI platform, today announced that “Fugaku-LLM”, a Japanese Large Language Model trained on ...
Hosted on MSN

Want to run and train an LLM model locally? I found the Minisforum MS-S1 Max mini PC to be an affordable option in my tests

For a machine that just fits the mini PC classification, the Minisforum MS-S1 is something on another level and almost by definition, and this is reflected in the near £2,500 / $2,500 price tag. That ...

Microsoft boffins figured out how to break LLM safety guardrails with one simple prompt

Chaos-inciting fake news right this way A single, unlabeled training prompt can break LLMs' safety behavior, according to Microsoft Azure CTO Mark Russinovich and colleagues. They published a research ...
Forbes

Human-Produced Content And Experts Are Crucial To Prevent LLM “Model Collapse”

When the GenAI hype was just picking up steam, I wrote about the danger of drowning in LLM-produced blah if we failed to utilize the expertise of human linguists. It gives me no pleasure to say I was ...