On Emergent Abilities of Large Language Models
An ability is emergent if it is not present in smaller models but is present in larger models. [1] Scaling up language models has been shown to improve predicta...
Author: Ranjan Kumar
Prompt Engineering
Prompt is a text set passed to the GenAI model as instructions. Given the prompt, the model responds with some generated text. A prompt can be questions, statem...
Text Clustering and Topic Modeling using Large Language Models (LLMs)
1. Introduction Text clustering is an unsupervised approach that helps in discovering patterns in data. Grouping similar texts according to their semantic conte...
Text Classification using Large Language Models (LLMs)
1. Introduction A common task in natural language processing (NLP) is text classification. Use cases of text classification include sentiment analysis, intent d...
Large Language Models (LLMs) Inference and Serving
You might have encountered some performance issues while executing LLM (Large Language Model) models for the production environment. You may consider using an i...
Fact-checking in LLM
Summary of fact-checking in LLM #llm #hallucinations #misinformation
How do you choose among competing open-source products? Example comparison of open-source vector databases.
Following are the questions that should be running in your mind when you are to choose from competing open-source products: The popularity and traction of GitHu...
Hands-on Tutorial on Making an Audio Bot using LLM, and RAG
1. Learning Outcome 2. Large Language Model Large Language Model (LLM) is an artificial intelligence (AI) model with billions of parameters, trained on huge amo...