Articles tagged: Fine-tuning

Empowering Frontline Maternal Care with AI-Assisted Ultrasound

A prospective multi-center study shows AI-based blind sweep ultrasound enables non-sonographer operators to deliver expert-level gestation...

Nov 1, 20266 min

The Sleep Framework: A New Way for LLMs to Retain Knowledge in Continual Learning

Google Research introduces the sleep framework, a paradigm enabling LLMs to mitigate catastrophic forgetting by alternating between active...

Oct 31, 20266 min

Project Suncatcher Receives First AI Response from Orbit

Google Research announced the first AI response from a data center class TPU in orbit via the Project Suncatcher prototype satellite. The...

Oct 31, 20264 min

Memory-Enforced GPU Sharing in Kubernetes with NVIDIA CUDA 13.4

NVIDIA CUDA 13.4 introduces memory boundary enforcement for GPU fractioning, allowing exact memory amounts and burstable limits. The open-...

Oct 30, 20265 min

Edit Documents and PDFs Directly in Gemini

Google introduces new capabilities in the Gemini app, allowing users to generate, preview, and edit documents, PDFs, presentations, and sp...

Oct 30, 20265 min

Code, Test, and Deploy on One Machine with NVIDIA RTX Spark

NVIDIA RTX Spark unifies coding agents, model customization, and CUDA-accelerated development on a single PC. The platform delivers 4.6x f...

Oct 18, 20266 min

Local AI verification

Understanding Mistral NeMo: Model Size, Context Window, and Tekken Tokenizer

Mistral NeMo is a 12B model released in July 2024 with a 128k context window. It features the Tekken tokenizer for efficient compression a...

Oct 13, 20265 min

Local models

Impactful Scheduling for GPU Clusters: Queue Design, Preemption, and Fairness in Local Model Workloads

Impactful scheduling for GPU clusters focuses on running the right workloads at the right time. Drawing on AllenAI's Hugging Face post, th...

Oct 11, 202612 min

Investing in Global Talent and AI Literacy: A Practical Guide

A practical guide to building AI literacy across borders, linking talent investment with measurable skills programmes. It examines why org...

Sep 23, 20269 min

Transfer Learning for Genomic Prediction in Underrepresented Populations

Transfer learning offers a promising path to improve genomic prediction in underrepresented groups by leveraging data from well-studied po...

Sep 5, 202612 min

What Does “Full-Stack” AI Actually Mean?

Full-stack AI goes beyond models. A verified Google blog post explains what full-stack development means for AI systems, covering the laye...

Aug 22, 202611 min

Local models

Gemma 4 Fine-tuning Guide | Unsloth Documentation

The official Unsloth guide for fine-tuning Gemma 4 focuses on local model training. It details how to adapt Google's open-weights models u...

Aug 8, 202612 min

The AI Was the Easy Part: What Is a Forward-Deployed Engineer in a Supply Chain?

In supply chains, the hardest challenges aren't building AI models—it's understanding messy, real-world operations. Forward-deployed engin...

Aug 4, 202612 min

Where Does an AI’s Personality Actually Come From?

AI personalities are not magic; they emerge from training data, fine-tuning, and system prompts. This article explores the technical origi...

Jul 13, 20268 min

AI agents

Stop Ranking Agent Configs by Average Score

Ranking AI agent configurations by average score can be misleading. Learn why this metric hides critical failures and discover better eval...

Jul 8, 20268 min

Time-Series LLMs, Explained with t0-alpha

Time-series LLMs like t0-alpha leverage transformer architectures to analyze sequential data. This article explains how t0-alpha handles f...

Jul 5, 20266 min

ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

ScarfBench introduces a standardized benchmark to evaluate AI agents on migrating enterprise Java frameworks. It tests code refactoring, d...

Jul 2, 20268 min

Prompt Engineering Fails Quietly

Prompt regression causes AI outputs to degrade over time without warning. Learn why it happens, how to detect it, and practical strategies...

Jul 1, 20268 min

The Frontier of Artificial Intelligence: Unraveling the Mysteries of AI Research

AI research is advancing rapidly, exploring machine learning, neural networks, and ethics. This article delves into current breakthroughs,...

Jun 22, 20267 min

MosaicLeaks: Can your research agent keep a secret?

MosaicLeaks reveals how AI research agents can inadvertently reconstruct sensitive information from fragmented data. This article explores...

Jun 19, 20268 min

Is it agentic enough? Benchmarking open models on your own tooling

Learn how to evaluate open-source AI agents for autonomy and task completion using custom benchmarks. A practical guide for researchers an...

Jun 18, 20269 min

The Frontiers of Artificial Intelligence: Current Trends in AI Research

AI research is rapidly evolving, focusing on areas like generative models, reinforcement learning, and ethical frameworks. These advances...

Jun 18, 20268 min

The New Frontier: How AI Research Is Redefining Machine Intelligence

Explore the latest breakthroughs in AI research, from self-supervised learning to neuro-symbolic systems, and discover how these advances...

Jun 16, 20268 min

The Next Frontier in AI Research: From Narrow Intelligence to General Capabilities

AI research is shifting focus from specialized models to general intelligence. Current breakthroughs in multimodal learning, reasoning, an...

Jun 14, 20267 min

olmo-eval: An evaluation workbench for the model development loop

olmo-eval is an evaluation workbench designed to integrate seamlessly into the model development loop, enabling rapid iteration and system...

Jun 12, 20267 min