Types of Prompt for LLMHere are different types of prompts used in prompt engineering, categorized based on their purpose and structure:Dec 18, 2024Dec 18, 2024
Understanding Reward Hacking: Insights from Lilian Weng’s BlogLilian Weng’s recent blog https://lilianweng.github.io/posts/2024-11-28-reward-hacking/ dives deep into reward hacking, a phenomenon where…Dec 2, 2024Dec 2, 2024
OpenAI Embedding APIThe OpenAI Embedding API allows you to convert text into dense vector representations (embeddings), which can then be used for various…Nov 12, 2024Nov 12, 2024
OpenAI’s fine-tuning featureOpenAI’s fine-tuning feature allows you to train their models on your own data for custom performance. Fine-tuning lets you personalize…Nov 12, 2024Nov 12, 2024
Chat-GPT model fine-tuning of different tasksOpenAI’s fine-tuning capabilities allow you to customize the behavior of models like GPT-3 and GPT-4 for specific tasks. Fine-tuning can be…Nov 12, 2024Nov 12, 2024
Prompt Types of Open AI Chat-GPTOpenAI LLMs, like GPT-4 and GPT-3, can be used with various types of prompts depending on the task or the outcome you need. Here are the…Nov 12, 2024Nov 12, 2024
GraphQL: specify exactly what data they need and retrieve it in a single requestGraphQL is a query language for APIs, developed by Facebook in 2012, and released publicly in 2015. It provides a more flexible, efficient…Nov 9, 2024Nov 9, 2024
How to use AWS Bedrock and SageMaker to fine-tune and deploy LLMsTo fine-tune and deploy a large language model (LLM) using AWS Bedrock and Amazon SageMaker, you would generally follow these steps:Oct 23, 2024Oct 23, 2024
Semantic KernelSemantic Kernel (SK) is an open-source framework developed by Microsoft designed to build AI-first applications using LLMs (Large Language…Oct 23, 2024Oct 23, 2024
Pinecone: a specialized Vector Database (VectorDB)Pinecone is a specialized Vector Database (VectorDB) designed to manage and query vector embeddings, commonly used in machine learning and…Oct 22, 2024Oct 22, 2024
