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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.
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Artificial Intelligence

Overview of Advanced Transfer Learning Techniques

Learn how advanced transfer learning techniques like domain adaptation, multi-task learning, and few-shot learning can improve model performance and generalization.
Stanislav Karzhev's photo

Stanislav Karzhev

November 13, 2024

Artificial Intelligence

Top 20 LLM Guardrails With Examples

Learn about the 20 essential LLM guardrails that ensure the safe, ethical, and responsible use of AI language models.
Bhavishya Pandit's photo

Bhavishya Pandit

November 8, 2024

Artificial Intelligence

Anthropic Computer Use: Automate Your Desktop With Claude 3.5

Discover Anthropic’s new computer use feature and let Claude manage your workspace and automate your tasks. Simply type the prompt, and Claude will handle the rest.
Abid Ali Awan's photo

Abid Ali Awan

October 22, 2024

Artificial Intelligence

Meta Movie Gen Guide: How It Works, Examples, Comparison

Learn how Meta Movie Gen works, how it compares to competitors like OpenAI’s Sora and Runway Gen 3, and understand their capabilities and limitations.
François Aubry's photo

François Aubry

October 17, 2024

Artificial Intelligence

Advanced RAG Techniques

Learn advanced RAG methods like dense retrieval, reranking, or multi-step reasoning to tackle issues like hallucination or ambiguity.
Stanislav Karzhev's photo

Stanislav Karzhev

September 30, 2024

Artificial Intelligence

Llama 3.2 Guide: How It Works, Use Cases & More

Meta releases Llama 3.2, which features small and medium-sized vision LLMs (11B and 90B) alongside lightweight text-only models (1B and 3B). It also introduces the Llama Stack Distribution.
Alex Olteanu's photo

Alex Olteanu

September 26, 2024

Artificial Intelligence

LLM OS Guide: Understanding AI Operating Systems

Discover what an LLM OS is, how it contrasts with traditional systems like Windows or Linux, and explore early examples such as AIOS, BabyAGI, and MemGPT.
Dr Ana Rojo-Echeburúa's photo

Dr Ana Rojo-Echeburúa

September 25, 2024

Artificial Intelligence

Top 30 RAG Interview Questions and Answers for 2025

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

Ryan Ong

September 18, 2024

Artificial Intelligence

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.
Richie Cotton's photo

Richie Cotton

Josef Waples's photo

Josef Waples

Alex Olteanu's photo

Alex Olteanu

December 6, 2024

Artificial Intelligence

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.
Bhavishya Pandit's photo

Bhavishya Pandit

August 29, 2024

Artificial Intelligence

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.
Dr Ana Rojo-Echeburúa's photo

Dr Ana Rojo-Echeburúa

August 28, 2024