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Fine Tuning Google Gemma Model for Text Classification in Python 1 Month Ago by usmanmalik57 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… AI Frontier 2024: A Rapid Start to a Transformative Year 2 Months Ago by Johannes C. **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.** ![neuralink-scenario.jpg](https://static.daniweb.com/attachments/4/0f2b2bf71435ce660119b1e9a0ea9126.jpg) In many ways, 2023 was the year of AI, marked by astonishing… Claude 3 Opus Vs. Google Gemini Vs. GPT-4 for Zero-Shot Text Classification 1 Month Ago by usmanmalik57 On March 4, 2024, [Anthropic](https://www.anthropic.com/) launched the [Claude 3 family of large language models](https://www.anthropic.com/news/claude-3-family). Anthropic claimed that its Claude 3 Opus model outperforms GPT-4 on various benchmarks. Intrigued by Anthropic's claim, I performed a simple test to compare the performances of Claude … Predictions for 2010 - Social Media 14 Years Ago by InsightsDigital I cant believe that the holiday season is already here, thus, very soon, we will see on TV and online, Predictions for 2010. So let's say our thread here - what do you predict for 2010 on Social Media. Let me start with mine: 1. I predict social media will have a stronger semantic angle to it. 2. Also, social media will be pushed further and … Trump Returns & A Good Year for BTC: ChatGPT’s Bold Predictions for 2024 3 Months Ago by Johannes C. **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. ** ![nostradamus-chatgpt.jpg](https://static.daniweb.com/attachments/4/ba0b52e08c3a8a560278083de1d5aa38.jpg) "As a Large Language Model, I am not programmed to … 8 IT Predictions for the New Year 14 Years Ago by khess Everyone has their predictions for the new year but do they often prognosticate using an animated video? The folks over at [URL="http://www.rpath.com"]rPath[/URL] created a clever [URL="http://www.rpath.com/corp/predictions"]video[/URL] animation depicting their reasonable and humorous predictions for 2010. rPath might be best … 10 Linux Predictions for 2009 15 Years Ago by khess Everyone wants to know what's going to happen in the new year as if anyone can accurately predict these things. However, one can deduce, with reasonable accuracy, that there will be innovations that are designed to get our attention. This is my list of Linux-oriented predictions for 2009. [B]The keyword for 2009 is [I]Innovation[/I].[/B] [B]1.… Security Threat Predictions 2007 17 Years Ago by happygeek [URL="http://www.websense.com"]WebSense [/URL] security experts have published their predictions regarding the security threats that we will face in the new year, and perhaps unsurprisingly they revolve around the changing and dynamic nature of the Internet. “Organized criminals are realizing that the Internet has been a largely … Oracle, RIMM, Palm Earnings Today; "Outrageous" Predictions For '09 15 Years Ago by Brian.oco Oracle, Research and Motion and Palm are all releasing earnings statements today, and that should pick up momentum in what has been a fairly dormant technology trading week. The web site Tradingmarkts.com thinks the earnings news means opportunity in two technology-heavy exchange-traded funds (ETFs); Technology Select Sector (SPDR ETF XLK); and … social media predictions for 2009 - halfway thru 14 Years Ago by MktgRob I found an old post on Mashable with 7 predictions for social media in 2009. Here is the list: [LIST=1] [*]Social Media continues rapid growth [*]Business networks surge as economic crisis grows [*]Many free services will become defunct [*]More traditional broadcast television movies on-line [*]SM changes offline behavior [*]Expanded SM searches… More Tech Predictions For 2009 15 Years Ago by Brian.oco The Street.com is out with its 2009 tech guide and it’s a good read. You can check out the whole thing at [url]http://www.thestreet.com/story/10454493/4/the-tech-investors-guide-to-2009.html;[/url] but here are a few highlights on what tech insiders predict will happen in 2009. Cloud clearing – 2009 will be the year of the cloud – cloud … More Dour Predictions for '09, Best Buy to Sell iPhones 15 Years Ago by Brian.oco Tech talk has more predictions for 2009, and the news continues to be grim. Economist Gary Shilling, president of A. Gary Shilling & Co., was on the show this morning with a laundry list of dark projections for the economy and the stock market. Specifically, Shilling says the recession will last throughout 2009 and he expects the S&P 500 to… How Early '09 Tech Stock Predictions Look Right Now 15 Years Ago by Brian.oco Earlier in the year I clipped out a few expert predictions on technology stocks for 2009. From time to time, I’ll check in and see how those stocks are doing. It’s only six weeks into the new year, and perhaps it’s not fair to check in so early. Still, conditions on the ground haven’t changed that much since January 1, so some of these bets … Social Marketing Predictions for 2018 6 Years Ago by happygeek It's that time of the year again when the whole 'prediction' business machinery gets fired up. So I thought I would grab some of the ones from my inbox that are perhaps most applicable to the digital marketing sector. The following were inspired by some crystal ball gazing by the folk at the Talkwalker social analytics people, and caught my … Re: Social Marketing Predictions for 2018 6 Years Ago by happygeek Thanks. So do you agree or disagree with the predictions then? :-) Re: Social Marketing Predictions for 2018 6 Years Ago by agustina Thanks for sharing great information about social marketing predictions error '80020009' exception error 19 Years Ago by Earl_CG Hello Got a problem which has had me scratching my head for an age now, and has defeated both my Computing Teacher & my ultra techie friend. The following code is working perfectly till the last cell of the table it produces: [code]set rs=conn.execute("SELECT Predictions.[Match ID], Users.Username, Predictions.Week, Predictions.… Re: error '80020009' exception error 19 Years Ago by dexterz I thought ASP Web Dev teacher should know ASP and SQL bec they got paid good money. Anyway, I changed the coding structure not to use response.write, instead use block so that its easy to read. Here's what I came up: <% Dim username, total, mark set rs=conn.execute("SELECT Predictions.[Match ID], Users.Username, Predictions.Week, … Understanding ROC Curves From Scratch. 4 Years Ago by jeffmylife ## Intro ## Receiver Operating Characteristic (ROC) plots are useful for visualizing a predictive model’s effectiveness. This tutorial explains how to code ROC plots in Python from scratch. ## Data Preparation & Motivation ## We’re going to use the breast cancer dataset from sklearn’s sample datasets. It is an accessible, binary … Fine Tuning Text Classification Models with Chat-GPT 6 Months Ago by usmanmalik57 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.… Stock Price Prediction Using 1D CNN in TensorFlow Keras 4 Months Ago by usmanmalik57 Stock price prediction is a challenging task that requires analyzing historical trends, market sentiments, economic indicators, and company performance. One of the popular methods for stock price prediction is using deep learning models, such as convolutional neural networks (CNNs). CNNs are a type of neural network that can extract features … TensorFlow Keras Sequence Data Generator for Multimodal Classification 3 Months Ago by usmanmalik57 I recently tackled a challenging research task involving multimodal data for a classification problem using [TensorFlow Keras](https://www.tensorflow.org/guide/keras). One of the trickiest aspects was figuring out how to load multimodal data in batches from storage efficiently. While TensorFlow Keras offers helpful functions for batch-loading … Multivariate Stock Price Prediction with Transformer Encoder in TensorFlow 3 Months Ago by usmanmalik57 In a [previous tutorial](https://www.daniweb.com/programming/computer-science/tutorials/541123/stock-price-prediction-using-1d-cnn-in-tensorflow-keras), I covered how to predict future stock prices using a deep learning model with 1D CNN layers. This method is effective for basic time series forecasting. Recently, I've enhanced this model by not… Custom Loss Functions in PyTorch: A Comprehensive Guide 4 Months Ago by usmanmalik57 ## Introduction ## Loss functions are the driving force behind all machine learning algorithms. They quantify how well our models are performing by calculating the difference between the predicted and actual outcomes. The goal of every machine learning algorithm is to minimize this loss function, thereby improving the model’s accuracy. Various … Multilabel Text Classification using Hugging Face Models for TensorFlow 1 Year Ago by usmanmalik57 ## 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. … Just going to start JAVA today 15 Years Ago by oldSoftDev I just started java installed everything that I was required. I just completed my python class. for just trying a java code I tried this code. code: [code=java] /** * This program lets the user play HighLow, a simple card game * that is described in the output statements at the beginning of * the main() routine. After the user plays … Facial Emotion Detection with Vision Transformers and DeepFace Library 4 Months Ago by usmanmalik57 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 is… Python 15 Years Ago by dem10 I have been given a project in my Python class that reads in a file, and in the file, 32 attributes are given to determine if a lump is either a benign or a malignant tumor. In my trainClassifier function, I have to find each attributes total for both malin. and begn. and then, I have to find the averages of the two. I am having troubles on how to … The Apple Tablet Rumor Mill Grinds Unabated 14 Years Ago by Techwriter10 We've been hearing about an Apple Tablet for such a long time now, it feels like it should exist, yet it doesn't. With each Apple event, the rumors are so vivid, we actually believe them. Then the announcement comes, the shiny new ipods and Mac Books and other equipment are marched out, and we are left open-mouthed, shocked sitting in the empty … user account system 14 Years Ago by cressy Hi, Im not sure if im in the right forum here but her goes:) I am currently working on a project for an online game. Basically its a game based on soccer matches and the results where the user would fill out a sheet with their predictions and then once all games were finished a point system would be established and the top 3 scores would take …