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LLM Articles

Keep up to date with the latest techniques, tools, and research in Large Language Models. Our blog talks about data science, uses, & responsible AI practices.
Other technologies:
Artificial Intelligence (AI)

Top 30 RAG Interview Questions and Answers for 2024

Get ready for your AI interview with 30 key RAG interview questions that cover foundational to advanced concepts.
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Ryan Ong

September 18, 2024

Artificial Intelligence (AI)

OpenAI o1 Guide: How It Works, Use Cases, API & More

OpenAI o1 is a new series of models from OpenAI excelling in complex reasoning tasks, using chain-of-thought reasoning to outperform GPT-4o in areas like math, coding, and science.
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Richie Cotton

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Josef Waples

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Alex Olteanu

September 13, 2024

Artificial Intelligence (AI)

AI Chips Explained: How AI Chips Work, Industry Trends, Applications

AI chips are specialized processors designed to accelerate the execution of artificial intelligence tasks, typically involving large-scale matrix operations and parallel processing.
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Bhavishya Pandit

August 29, 2024

Artificial Intelligence (AI)

SAM 2: Getting Started With Meta's Segment Anything Model 2

Meta AI's SAM 2 (Segment Anything Model 2) is the first unified model capable of segmenting any object in both images and videos in real-time.
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Dr Ana Rojo-Echeburúa

August 28, 2024

Artificial Intelligence (AI)

LLM Distillation Explained: Applications, Implementation & More

Distillation is a technique in LLM training where a smaller, more efficient model (like GPT-4o mini) is trained to mimic the behavior and knowledge of a larger, more complex model (like GPT-4o).
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Stanislav Karzhev

August 28, 2024

Artificial Intelligence (AI)

12 LLM Projects For All Levels

Discover 12 LLM project ideas with easy-to-follow visual guides and source codes, suitable for beginners, intermediate students, final-year scholars, and experts.
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Abid Ali Awan

August 13, 2024

Artificial Intelligence (AI)

What Are Vector Embeddings? An Intuitive Explanation

Vector embeddings are numerical representations of words or phrases that capture their meanings and relationships, helping machine learning models understand text more effectively.
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Tom Farnschläder

August 13, 2024

Artificial Intelligence (AI)

Mixture of A Million Experts (MoME): Key Concepts Explained

MoME (Mixture of Million Experts) is a scalable language model using Mixture of Experts (MoE) with a routing mechanism called PEER to efficiently utilize millions of specialized networks.
Bhavishya Pandit's photo

Bhavishya Pandit

August 13, 2024