A Step-by-Step Coding Guide to Efficiently Fine-Tune Qwen3-14B Using Unsloth AI on Google Colab with Mixed Datasets and LoRA Optimization

A Step-by-Step Coding Guide to Efficiently Fine-Tune Qwen3-14B Using Unsloth AI on Google Colab with Mixed Datasets and LoRA Optimization

Fine-tuning LLMs often requires extensive resources, time, and memory, challenges that can hinder rapid experimentation and deployment. Unsloth AI revolutionizes this process by enabling fast, efficient fine-tuning state-of-the-art models like Qwen3-14B with minimal GPU memory, leveraging advanced techniques such as 4-bit quantization and LoRA (Low-Rank Adaptation). In this tutorial, we walk through a practical implementation…

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How to Recover Files from a Crashed Hard Disk: Complete Guide for Hard Drive Data Recovery

How to Recover Files from a Crashed Hard Disk: Complete Guide for Hard Drive Data Recovery

Introduction A computer’s crashed hard disk could spell disaster, especially if it holds important documents, critical work files, and precious photos. Be it due to physical damage, software failure, or unexpected power interruptions; a crash usually results in data being inaccessible, and in the modern world free of hard drives, data recovery is almost non-existent….

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OpenAI Releases a Strategic Guide for Enterprise AI Adoption: Practical Lessons from the Field

OpenAI Releases a Strategic Guide for Enterprise AI Adoption: Practical Lessons from the Field

OpenAI has published a comprehensive 24-page document titled AI in the Enterprise, offering a pragmatic framework for organizations navigating the complexities of large-scale AI deployment. Rather than focusing on abstract theories, the report presents seven implementation strategies based on field-tested insights from collaborations with leading companies including Morgan Stanley, Klarna, Lowe’s, and Mercado Libre. The…

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A tariff survival guide to buying refurbished smartphones, TVs, and headphones

A tariff survival guide to buying refurbished smartphones, TVs, and headphones

Table of Contents Table of Contents Table of ContentsWhat are the advantages of buying refurbished?Best places to buy refurbished electronicsWootBack MarketBest Buy Refurbished Electronics Outlet Amazon RenewedBuying refurbished from AppleBuying refurbished from NintendoBuying refurbished from SamsungBuying refurbished from DysonFrequently Asked Questions Before tariffs get you down, brush up on the best places to buy refurbished…

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A Coding Guide to Asynchronous Web Data Extraction Using Crawl4AI: An Open-Source Web Crawling and Scraping Toolkit Designed for LLM Workflows

A Coding Guide to Asynchronous Web Data Extraction Using Crawl4AI: An Open-Source Web Crawling and Scraping Toolkit Designed for LLM Workflows

In this tutorial, we demonstrate how to harness Crawl4AI, a modern, Python‑based web crawling toolkit, to extract structured data from web pages directly within Google Colab. Leveraging the power of asyncio for asynchronous I/O, httpx for HTTP requests, and Crawl4AI’s built‑in AsyncHTTPCrawlerStrategy, we bypass the overhead of headless browsers while still parsing complex HTML via…

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