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Huawei Researchers Introduce a Novel and Adaptively Adjustable Loss Function for Weak-to-Strong Supervision

AI NewsFebruary 22, 2024166Views 0Likes 0Comments

The progress and development of artificial intelligence (AI) heavily rely on human evaluation, guidance, and expertise. In computer vision, convolutional networks acquire a semantic understanding of images through extensive labeling provided by experts, such as delineating object boundaries in datasets like COCO or categorizing images in ImageNet. Similarly, in robotics, reinforcement learning often relies on…

Navigating Data Science Jobs in 2024: Roles, Teams, and Skills | by TDS Editors | Feb, 2024

Data ScienceFebruary 22, 2024178Views 0Likes 0Comments

Whether you’re applying to your first internship to running a multidisciplinary team of analysts and engineers, data science careers come with their own specific set of challenges. Some of these might be more exciting than others, and others can be downright tedious—that’s true in any job, of course—but we believe in framing all of these…

Free Amazon Courses to Learn Generative AI: For All Levels

Data AnalyticsFebruary 22, 2024164Views 0Likes 0Comments

Image by Author Everybody wants a bite of the generative AI cake, from software developers to non-technical business leaders. Having all the information and skills required to take generative AI to the next level in your career or organization is all you need. You can now get this information with Amazon's free courses…

Meta Reality Labs Introduce Lumos: The First End-to-End Multimodal Question-Answering System with Text Understanding Capabilities

AI NewsFebruary 22, 2024176Views 0Likes 0Comments

Artificial intelligence has significantly advanced in developing systems that can interpret and respond to multimodal data. At the forefront of this innovation is Lumos, a groundbreaking multimodal question-answering system designed by researchers at Meta Reality Labs. Unlike traditional systems, Lumos distinguishes itself by its exceptional ability to extract and understand text from images, enhancing the…

QLoRA — How to Fine-Tune an LLM on a Single GPU | by Shaw Talebi | Feb, 2024

Data ScienceFebruary 22, 2024178Views 0Likes 0Comments

Imports We import modules from Hugging Face’s transforms, peft, and datasets libraries. from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline from peft import prepare_model_for_kbit_training from peft import LoraConfig, get_peft_model from datasets import load_dataset import transformers Additionally, we need the following dependencies installed for some of the previous modules to work. !pip install auto-gptq !pip install optimum !pip…

AI-Enhanced Robotic Systems for Unmatched Performance Aiiot Talk

IoTFebruary 22, 2024216Views 0Likes 0Comments

The journey of welding technology has been remarkable, evolving from basic forge welding to today’s sophisticated electric arc and gas techniques. This evolution has consistently expanded the possibilities in manufacturing and construction. The recent shift toward integrating AI into these processes marks a significant milestone, transitioning from manual and semi-automated methods to fully automated, AI-enhanced…

What is Cash Reconciliation?: A Complete Guide

NanonetsFebruary 21, 2024189Views 0Likes 0Comments

Introduction Cash reconciliation remains a critical process in today’s retail environment, despite the shift from traditional cash registers to advanced point-of-sale (POS) systems. This crucial accounting task involves verifying that the cash received from sales aligns with the transactions recorded, ensuring financial accuracy. Conducted typically at the close of a shift or business day, cash…

The Right Way to Access Dictionaries in Python

Data AnalyticsFebruary 21, 2024161Views 0Likes 0Comments

Image by Author When working with data, especially if using our beloved Python language, the dictionary stands out as a fundamental data structure, ready to uncover its data to those who know how to unlock it. A dictionary in Python is a collection that is both unordered and mutable, designed to store data…

Meet SPHINX-X: An Extensive Multimodality Large Language Model (MLLM) Series Developed Upon SPHINX

AI NewsFebruary 21, 2024161Views 0Likes 0Comments

The emergence of Multimodality Large Language Models (MLLMs), such as GPT-4 and Gemini, has sparked significant interest in combining language understanding with various modalities like vision. This fusion offers potential for diverse applications, from embodied intelligence to GUI agents. Despite the rapid development of open-source MLLMs like BLIP and LLaMA-Adapter, their performance could be improved…

Google introduces new state-of-the-art open models

OpenAIFebruary 21, 2024180Views 0Likes 0Comments

Responsible by design Gemma is designed with our AI Principles at the forefront. As part of making Gemma pre-trained models safe and reliable, we used automated techniques to filter out certain personal information and other sensitive data from training sets. Additionally, we used extensive fine-tuning and reinforcement learning from human feedback (RLHF) to align our…