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Technical Articles

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How to Run Alpaca-LoRA on Your Device

With the continued popularity of generative AI, developers around the world have seized the opportunity to build exciting applications using natural language. Recently, a tool called ChatGPT has been particularly striking. ChatGPT is a language model developed by OpenAI to act as an AI-powered chatbot capable of human-like conversations. While it is a very useful tool, it is not without problems. ChatGPT is not open source, which means the source code is inaccessible and cannot be modified. It is also extremely resource-intensive, which makes building your own implementation a bad solution. These problems have spawned a range of alternatives to ChatGPT, such as Alpaca-Lo

Mar 10, 2025 am 11:26 AM

CoCa: Contrastive Captioners are Image-Text Foundation Models Visually Explained

This DataCamp community tutorial, edited for clarity and accuracy, explores image-text foundation models, focusing on the innovative Contrastive Captioner (CoCa) model. CoCa uniquely combines contrastive and generative learning objectives, integrati

Mar 10, 2025 am 11:17 AM

Zero-Shot and Few-Shot Text Classification with SCIKIT-LLM

Analyzing customer feedback and identifying key themes in textual data is traditionally a laborious process. It involves data gathering, manual labeling, and the fine-tuning of specialized models. Zero-shot text classification, however, offers a st

Mar 10, 2025 am 11:08 AM

How to Use ChatGPT Custom Instructions

OpenAI's ChatGPT continues to evolve, and its latest feature, Custom Instructions, is a game-changer. Currently in beta for ChatGPT Plus subscribers (with wider rollout planned), this feature lets you set preferences that ChatGPT will remember for e

Mar 10, 2025 am 11:07 AM

Getting started with causal AI in Python – code examples and first steps

Many industry experts question the reliability of common prediction algorithms when making data-driven decisions. Spurious correlations, like that between chocolate consumption and Nobel laureates, highlight the crucial distinction between correlati

Mar 10, 2025 am 11:05 AM

Top 25 Azure Interview Questions for 2025

A Comprehensive Guide to Moderating ChatGPT Responses with GPT Models

AI Quality Review: Utilizing AI to Improve Application Quality The artificial intelligence revolution has swept the field of application development and opened a new era of human-computer interaction. While enterprises leverage AI to enhance user experience, solutions based on large language models (LLM) also present challenges in maintaining content integrity, accuracy and ethical standards. As applications expand beyond controlled environments, the need for responsible AI audits becomes increasingly obvious. In these environments, ensuring a reasonable and accurate response to users is not easy, but it is crucial. For example, in customer service interactions, misinformation or inappropriate content can lead to customer dissatisfaction and even damage the reputation of the company. But as a developer, how to ensure that AI-based applications can provide users with cooperation

Mar 10, 2025 am 10:57 AM

Grok 3 Drops Tomorrow Night—xAI's Billion-dollar Bet on Scaling

Elon Musk's Grok 3: A Giant Leap or a Costly Gamble? Grok 3, the latest AI model from xAI, is poised for launch, promising a tenfold increase in computational power over its predecessor. Trained on the Colossus supercomputer, boasting a staggering 1

Mar 10, 2025 am 10:38 AM

Software Engineers - Do We Need Them Anymore?

Artificial intelligence (AI) is rapidly transforming industries, and software development is no exception. While concerns about AI-driven job displacement are valid, the question remains: is the software engineer's role truly threatened? Generative

Mar 10, 2025 am 10:23 AM

LlamaIndex: A Data Framework for the Large Language Models (LLMs) based applications

LlamaIndex: Data framework that empowers large language models LlamaIndex is an application data framework based on large language models (LLM). LLMs like GPT-4 pre-train a massive amount of public data sets to provide powerful natural language processing capabilities out of the box. However, their utility will be limited without access to your own private data. LlamaIndex allows you to ingest data from APIs, databases, PDFs and other sources through flexible data connectors. These data are indexed into intermediate representations optimized for LLM. LlamaIndex then allows natural language query and LLM-driven agents to be used with your data and

Mar 10, 2025 am 10:22 AM