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Tag: epochs

Develop and train large models cost-efficiently with Metaflow and AWS Trainium | Amazon Web Services

This is a guest post co-authored with Ville Tuulos (Co-founder and CEO) and Eddie Mattia (Data Scientist) of Outerbounds. ...

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Top 9 Fine-tuning Interview Questions and Answers

Introduction As someone deeply immersed in the world of artificial intelligence, I’ve seen firsthand how fine-tuning revolutionizes pre-trained large language models (LLMs). Bridging the gap...

Understanding Overfitting in ConvNets

Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor...

Mistral 7B-V0.2: Fine-Tuning Mistral’s New Open-Source LLM with Hugging Face – KDnuggets

Image by Author  Mistral AI, one of the world’s leading AI research companies, has recently released the base model for Mistral 7B v0.2.  This open-source...

Dark Energy May Be Weakening, Major Astrophysics Study Finds | Quanta Magazine

IntroductionPhysicists have deduced subtle hints that the mysterious “dark” energy that drives the universe to expand faster and faster may be slightly weakening with...

Guide to Fine-tuning Gemini for Masking PII Data

Introduction With the advent of Large Language Models (LLMs), they have permeated numerous applications, supplanting smaller transformer models like BERT or Rule Based Models in...

Bulwark: Falconeer Chronicles Now Available

Publisher Wired Productions announced that Tomas Sala’s Bulwark: The Falconeer Chronicles is now available for PC and consoles. Set in the tumultuous realm of...

Live Object Detection and Image Segmentation with YOLOv8

Introduction In computer vision, different techniques for live object detection exist, including Faster R-CNN, SSD, and YOLO. Each technique has its limitations and advantages. While...

Federated learning on AWS using FedML, Amazon EKS, and Amazon SageMaker | Amazon Web Services

This post is co-written with Chaoyang He, Al Nevarez and Salman Avestimehr from FedML. Many organizations are...

WTF is Regularization and What is it For? – KDnuggets

  “An ounce of prevention is worth a pound of cure" goes the old saying, reminding us that it's easier to stop something from...

Efficiently fine-tune the ESM-2 protein language model with Amazon SageMaker | Amazon Web Services

In this post, we demonstrate how to efficiently fine-tune a state-of-the-art protein language model (pLM) to predict protein subcellular localization using Amazon SageMaker. ...

Building a Deep Learning-based Food Quality Detector

IntroductionIn today’s fast-paced world of local food delivery, ensuring customer satisfaction is key for companies. Major players like Zomato and Swiggy dominate this industry....

Mechanical stimulation and electrophysiological monitoring at subcellular resolution reveals differential mechanosensation of neurons within networks – Nature Nanotechnology

Primary neuron culture preparationThe experimental protocols involving animal tissue harvesting were approved by the veterinary office of the Canton Basel-Stadt according to Swiss federal...

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