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In the vast expanse of machine learning applications, recommendation systems have become indispensable for tailoring user experiences in digital platforms, ranging from e-commerce to social media.…

ImportsWe start by installing and importing necessary Python libraries.!pip install llama-index!pip install llama-index-embeddings-huggingface!pip install peft!pip install auto-gptq!pip install optimum!pip install bitsandbytes# if not running on Colab…

Mastering GitLearn advanced git log10 min read·16 hours agoIf you have been working with Git, you might be familiar with git log command. Beyond its basic…

In recent years, machine learning has significantly shifted away from the assumption that training and testing data come from the same distribution. Researchers have identified that…

A cost-effective approachPhoto by Adi Goldstein on UnsplashAmazon Web Service (“AWS”) Elastic Compute Cloud (“EC2”) presents a powerful and scalable option for computing. It allows developers…

Large language models, predominantly based on transformer architectures, have reshaped natural language processing. The LLaMA family of models has emerged as a prominent example. However, a…

Reinforcement Learning (RL) has become a cornerstone for enabling machines to tackle tasks that range from strategic gameplay to autonomous driving. Within this broad field, the…

A brief overview and discussion on gender bias in AICreated using MidjourneyFor International Women’s Day, I wanted to write a short article about gender bias in…

Image by Author  Anthropic has recently launched a new series of AI models that have outperformed both GPT-4 and Gemini in benchmark tests. With the AI…

As the hubs for patient care and medical administration, hospitals often manage vast amounts of paperwork and documentation. The traditional reliance on manual data entry consumes…