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GenAI

A collection of 16 posts

Mastering Inference Parameters in Transformer Language Models - Wow Data Science

Mastering Inference Parameters in Transformer Language Models: A Step-by-Step Guide to Temperature, Top-k, and Nucleus Sampling

Mastering Temperature, Top-p & Top-k: Control Language Model Outputs. Comprehensive guide on fine-tuning AI text generation with key inference parameters.

Unlocking the Power of RAG: Understanding Context Relevance, Groundedness, and Answer Relevance - WowData.Science

Unlocking the Power of RAG: Understanding Context Relevance, Groundedness, and Answer Relevance

Unleashing the Power of Retrieval Augmented Generation (RAG) for Natural Language Processing: Leveraging External Knowledge to Enhance Coherence, Relevance, and Grounding in Generated Outputs - WowData.Science

Synthetic Talking Heads: Understanding the Artificial Humans of the Future

Artificial Intelligence and Machine Learning

Synthetic Talking Heads: Understanding the Artificial Humans of the Future

Synthetic talking heads are emerging AI-powered synthetic media that create ultra-realistic footage of fake people.

How to inference with streaming response from Amazon Bedrock LLMs - WowData.science

How to inference with streaming response from Amazon Bedrock LLMs

Learn how to inference with streaming response from Amazon Bedrock LLMs with invoke_model_with_response_stream api.

The Secret Weapon of Cutting Edge AI Teams - WowData.Science

The Secret Weapon of Cutting Edge AI Teams

Learn about ML experiment tracking platforms boost productivity and help build better models, making them essential for cutting-edge AI teams.

Demystifying three types of Transformer Architectures powering your Foundation Models - WowData.Science

Demystifying three types of Transformer Architectures powering your Foundation Models

Let's evaluate the key differences between the three types of transformer architectures which power the Foundation Models.

Deploying & Inferencing Mistral 7B Instruct on SageMaker JumpStart - WowData.Science

Deploy & Inference Mistral 7B Instruct on SageMaker JumpStart

Learn how to Deploy & Inference Mistral 7B Instruct on SageMaker JumpStart on ml.g5.2xlarge instance.

How to generate embeddings using Amazon Bedrock and LangChain - WowData.Science

How to generate embeddings using Amazon Bedrock and LangChain

Learn how to generate embeddings using Amazon Bedrock's foundation model Titan Embeddings G1 - Text whose base model ID is `amazon.titan-embed-text-v1` and LangChain.

Fine-tuning vs In-Context Learning - WowData.Science

When should I go for Fine-tuning vs In-Context Learning (ICL)

Learn when to go for Fine-tuning vs In-Context learning along with their definitions and various factors to consider when choosing between the two.

Understanding chat and instruct modes in LLMs - WowData.Science

Understanding chat and instruct modes in LLMs

Understanding chat and instruct modes in Large Language Models

Getting Started with Amazon Bedrock - WowData.Science

Getting Started with Amazon Bedrock

Hands-on tutorial to get started with Amazon Bedrock, a new Generative AI Service from AWS.

How to overcome challenges in Prompt Enginnering - WowData.Science

Prompt Engineering

How to overcome challenges in Prompt enginnering

Challenges of Prompt engineering with LLMs and learn how to overcome the challenges associated with them.

How to Inference SageMaker JumpStart LLaMa 2 Realtime Endpoint Programatically - WowDataScience

How to Inference SageMaker JumpStart LLaMa 2 Realtime Endpoint Programatically

In this tutorial we will inference LLama 2 endpoint deployed via SageMaker JumpStart UI from SageMaker Notebook.

Fine-Tune Llama 2 on Amazon SageMaker JumpStart - WowDataScience

Fine-tune Llama 2 model on SageMaker Jumpstart

In this tutorial we will learn how to Fine-Tune Llama-2-7b model on Amazon SageMaker Jumpstart.

Generative AI Interview Questions - WowData.Science

Gen AI Interview Questions

Get ready to crack the toughest Generative AI Interviews using this Gen AI Interview Questions.

Crafting Effective Prompts for Large Language Models - WowData.Science

Crafting Effective Prompts for Large Language Models

Large language models have impressive language abilities, but prompt engineering is key for quality responses. This post shares tips to craft effective prompts that tap the full potential of LLMs for useful, relevant answers. Learn techniques to generate insightful responses.