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Speculative Decoding in Large Language Models: Advantages & Pitfalls

Nov 24, 20244 min read

Large Language Models (LLMs) have revolutionized the way we interact with AI. However, as these models grow in size and capability, so do their...

Speculative Decoding in Large Language Models: Advantages & Pitfalls

Securing Large Language Models: An Overview of Common Security Practices

Nov 5, 20244 min read

With the explosion of Large Language Models (LLMs) like GPT and BERT, these tools are now everywhere—from customer service chatbots to complex...

Securing Large Language Models: An Overview of Common Security Practices

Hosting Your First AI Model Locally – A Step-by-Step Guide with Text Summarizer Example

Sep 28, 20245 min read

Welcome to the powerful world of Large Language Models (LLMs) and Artificial Intelligence (AI)! If you’ve ever been fascinated by how AI can...

Hosting Your First AI Model Locally – A Step-by-Step Guide with Text Summarizer Example

How O1 Reasoning Token Works

Sep 26, 20244 min read

Deep dive into o1's Reasoning model · OpenAI's o1 model is builds upon the traditional transformer model architecture, but introduces significant...

How O1 Reasoning Token Works

GPT-4o vs. O1: Simplifying Prompts for Code Generation

Sep 24, 20245 min read

Prompt engineering has been crucial for the performance of Gen AI models like GPT-4o on various tasks. However, with the introduction of OpenAI's O1...

GPT-4o vs. O1: Simplifying Prompts for Code Generation