Artificial Intelligence

Artificial Intelligence

Sparsity in Large Language Models (LLMs)

Sparsity in Large Language Models (LLMs)

Introduction Large Language Models (LLMs) like GPT, BERT, and T5 have revolutionized natural language processing (NLP) by achieving state-of-the-art performance…
Sparse Embeddings vs. Dense Embeddings : Things you must know

Sparse Embeddings vs. Dense Embeddings : Things you must know

Introduction In the fields of machine learning and natural language processing (NLP), embeddings are a fundamental concept used to represent data in…
Don’t Do RAG — CAG vs. RAG: The AI Evolution You Need to Know About

Don’t Do RAG — CAG vs. RAG: The AI Evolution You Need to Know About

CAG is 40x Faster, Retrieval-Free, and More Precise In the world of AI advancements, the choice of methodology can make…
What is a Multilingual LLM?

What is a Multilingual LLM?

Imagine a computer that can understand and speak multiple languages as fluently as a human. That’s essentially what a Multilingual…
What is a Multimodal LLM?

What is a Multimodal LLM?

Introduction Large Language Models (LLMs) have rapidly evolved, demonstrating remarkable capabilities in understanding and generating human-like text. However, the world…
GGML vs GGUF LLM formats

GGML vs GGUF LLM formats

The efficiency and interoperability of LLM formats become increasingly important. Two such formats that have gained traction are GGML and…
What is Quantized LLMs?

What is Quantized LLMs?

In the realm of large language models (LLMs), efficiency and performance are paramount. Quantization is a technique that helps in…
Understanding LLM Fine-Tuning vs. Training: A Simple Guide

Understanding LLM Fine-Tuning vs. Training: A Simple Guide

Hey there! If you’re diving into the world of large language models (LLMs) and are wondering about the differences between…
LLM Inference Engines: The Secret Sauce Behind Those Mind-Blowing Language Models

LLM Inference Engines: The Secret Sauce Behind Those Mind-Blowing Language Models

Hey there, tech enthusiasts! Ever wondered how those mind-blowing language models, the ones that write poetry and answer your questions…
How to Derive the Memory Size Required to Deploy LLMs Based on the Model Parameter Size.

How to Derive the Memory Size Required to Deploy LLMs Based on the Model Parameter Size.

How much memory required to deploy LLM? Large Language Models (LLMs) are revolutionizing the world of AI, but their immense…
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