155 Topics
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 | rproffitt will be pleased to know I'm currently at PubCon, an SEO conference for publishers, and the second half of the day today is all about how to integrate AI content into your workflow for SEO gains. |
 | In a previous article, I explained [how to fine-tune Google's Gemma model for text classification](https://www.daniweb.com/programming/computer-science/tutorials/541544/fine-tuning-google-gemma-model-for-text-classification-in-python). In this article, I will explain how you can improve performance of a pretrained large language model (LLM) using retrieval augmented generation (RAG) technique. So, let's begin without ado. ## What is Retrieval Augmented Generation … |
 | **Discover the world of AI scams and find out how you can shield yourself against the cunning deceptions of deepfakes.**  In an incident that underscores the alarming capabilities of artificial intelligence in the realm of fraud, a company in Hong Kong was [defrauded of $25 million](https://www.businessinsider.com/deepfake-coworkers-video-call-company-loses-millions-employee-ai-2024-2) earlier this year. … |
 | I am curious how other programmers that I have no interaction with in this subject , are using LLM AI tools in their daily programming workflow. Although I use them I have an issue recommending them to others in my company because I believe you have to have a certain …  |
| | On February 21, 2024, Google released [Gemma](https://ai.google.dev/gemma), a family of state-of-the-art open-source large language models (LLMs). As per initial results, its 7b (seven billion parameter) version is known to perform better than Meta's [Llama 2](https://llama.meta.com/), the previous state-of-the-art open-source LLM. As always, my first test with any new open-source LLM … |
| | In my previous article, I explained [how to convert PDF image to CSV using Multimodal Google Gemini Pro](https://www.daniweb.com/programming/computer-science/tutorials/541365/converting-pdf-image-to-csv-using-multimodal-google-gemini-pro). To do so, I wrote a Python script that passes text command to [Google Gemino Pro](https://blog.google/technology/ai/google-gemini-ai/) for extracting tables from PDF images and storing them in a CSV file. In this article, … |
| | **ChatGPT has had lazy days before, but this week’s performance marks an unprecedented low. Here’s why many ChatGPT Pro users are canceling their subscriptions – and even more might follow.**  Yes, complaints about ChatGPT being lazy have been around for as long as the LLM itself. I have written … |
| | Integrating language models like ChatGPT into third-party applications has become increasingly popular due to their ability to comprehend and generate human-like text. However, it's crucial to acknowledge the limitations of ChatGPT, such as its knowledge cut-off date in September 2021 and its inability to access external sources like Wikipedia or … |
| | **From the White House's new AI strategy to Neuralink's latest brain chip breakthrough—explore mind-blowing developments in the world of tech and AI in the first month of 2024.**  In many ways, 2023 was the year of AI, marked by astonishing advancements and large-scale adoption. Now, 2024 is shaping up … |
| | In this article, you will learn to use [Google Gemini Pro](https://blog.google/technology/ai/google-gemini-ai/), a state-of-the-art multimodal generative model, to extract information from PDF and convert it to CSV files. You will use a simple text prompt to tell Google Gemini Pro about the information you want to extract. This is a valuable … |
| | **Tracing AI-generated content in online news articles with corpus linguistics**  *A query in the 'News on the Web' Corpus reveals that the use of the word 'tapestry' in online articles has more than doubled last year – from 3,085 instances in 2022 to 7,891 instances in 2023* “Today, we … |
| | In this article, we will compare two state-of-the-art large language models for zero-shot text classification: [Google Gemini Pro](https://deepmind.google/technologies/gemini/#introduction) and [OpenAI GPT-4](https://openai.com/research/gpt-4). Zero-shot text classification is a task where a model is trained on a set of labeled examples but can then classify new examples from previously unseen classes. This is … |
| | ## Introduction ## This tutorial explains how to perform multiple-label text classification using the [Hugging Face](https://huggingface.co/) transformers library. Hugging Face library implements advanced transformer architectures, proven to be state-of-the-art for various natural language processing tasks, including text classification. Hugging Face library provides trainable transformer models in three flavors: 1. Via … |
| | Sentiment analysis, a subfield of Natural Language Processing (NLP), aims to discern and classify the underlying sentiment or emotion expressed in textual data. Whether it is understanding customers' opinions about a product, analyzing social media posts, or gauging public sentiment towards a political event, sentiment analysis plays a vital role … |
| | **Find out how a lack of understanding and accountability in government spending could be burning your tax dollars in the rush to fund AI projects.**  Talking about AI is all over the place these days, and debates on risks, ethical concerns, and copyright issues are getting plenty of airtime. … |
| | **OpenAI admits that ChatGPT has become less efficient. Can version 4.5 defeat the current slump and lead us to the edge of AGI?**  Last week, the AI community was stirred by a [leak](https://bgr.com/tech/chatgpts-gpt-4-5-update-might-have-just-leaked-heres-what-we-know/) suggesting the soon-to-be release of ChatGPT 4.5. Sam Altman later [revealed the leak to be fake](https://www.reddit.com/r/OpenAI/comments/18ip82l/gpt45_leak_is_fake_according_to_sam_altman/). … |
| | **Who will win an Oscar? Who will be president? When will GPT-5 be released? And will humanity achieve AGI in 2024? Here are ChatGPT's 10 wildest speculations for the new year. **  "As a Large Language Model, I am not programmed to see into the future" – yes, we … |
| | **Find out how to use Dall-E 3 to create personalized artwork and breathtaking visuals.** AI image generators are getting better by the day and can be used to create a spectrum of possibilities, from stunning illustrations to hyper-realistic photos. This guide is a toolkit for using Dall-E 3 with ChatGPT, … |
| | AI in marketing It helps marketers figure out what their customers want and is a key part of making customer interactions more seamless. AI for online marketing is not meant to replace people but rather to assist us in becoming more efficient and effective over time. Now that everything is …  |
| | As a researcher, I have often found myself buried under a mountain of research articles, each promising insights and breakthroughs crucial for my work. The sheer volume of information is overwhelming, and the time it takes to extract the relevant data can be daunting. However, extracting meaningful information from research …  |
| | Facial emotion detection, as the name suggests, involves detecting emotions from faces in images or videos. Recently, I was working on a facial emotion detection task and came across the DeepFace library that implements various state-of-the-art facial emotion detection models. However, in my experience, the performance of the DeepFace library … |
| | In the whirlwind of recent events at OpenAI, a host of unanswered questions has arisen, particularly surrounding the mysterious Q\* project. What secrets are hidden beneath the surface of the latest drama in the world of AI, and which unspoken discoveries might OpenAI have in stock?  The latest [leadership … |
| | Chatbots are software applications that can interact with humans using natural language. They can be used for various purposes, such as customer service, entertainment, education, and more. Chatbots can be built using different techniques like rule-based systems, machine learning, or deep learning. In this article, I will focus on the … |
| | **Scared that AI will make your job obsolete? Discover five strategies to adapt, innovate, and thrive in a future where artificial intelligence reshapes the employment landscape.**  *Has AI rendered white-collar work obsolete? Image credit: Screenshot from ‘South Park: Joining the Panderverse’* ## The End of White-Collar Work? ## In … |
| | Language modeling is the cornerstone of advanced natural language processing, forming the backbone for cutting-edge technologies like ChatGPT. At its core, it involves predicting words based on context, a fundamental principle underlying modern large language Models (LLMs). There are various techniques for language modeling, with attention mechanisms emerging as the … |
| | **Yesterday, OpenAI's inaugural [DevDay](https://devday.openai.com/) conference in San Francisco unveiled a series of groundbreaking announcements, leaving the tech community humming with both excitement and a degree of uncertainty. The reveal of GPT-4 Turbo, a new wave of customizable AI through user-friendly APIs, and the promise to protect businesses from copyright infringement … |
| | **Step into a future where every action has a price and algorithms decide your societal value: As technology evolves at an unprecedented pace, this dystopian vision postulates that our every move, preference, and even emotion could be quantified, analyzed, and commodified — prompting us to question if we're the users … |
| | In this tutorial, you will learn to fine-tune a [Hugging Face Transformers model](https://huggingface.co/docs/transformers/index) for video classification in PyTorch. The Hugging Face documentation provides an example of performing video classification using the Hugging Face Trainer with one of Hugging Face's built-in datasets. However, the process of fine-tuning a video transformer on … |
| | **AI is shown to significantly increase productivity among top-tier consultants. This performance boost holds the potential to reshape economic power structures—if we're willing to take the reins.** The [productivity explosion](https://jczeller.com/2023/05/04/singularity-loading-bar-1/) initiated by AI continues to take shape: A [new study](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4573321) spearheaded by researchers from Harvard, Wharton, and MIT has shed … |
| | In a previous article, I showed you [how to analyze sentiments using Chat-GPT and data augmentation techniques](https://www.daniweb.com/programming/computer-science/tutorials/540502/sentiment-analysis-with-data-augmentation-using-chatgpt#post2293643). Following that, some readers reached out, asking for a breakdown of fine-tuning a Chat-GPT model. In this article, I will guide you through fine-tuning your Chat-GPT model using your own data. First, I'll … |
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