LLM Juries for Evaluation
Evaluating the correctness of generated responses is an inherently challenging task. LLM-as-a-Judge evaluators have gained popularity for their ability to…
BERTScore For LLM Evaluation
Introduction BERTScore represents a pivotal shift in LLM evaluation, moving beyond traditional heuristic-based metrics like BLEU and ROUGE to a…
Perplexity for LLM Evaluation
Perplexity is, historically speaking, one of the "standard" evaluation metrics for language models. And while recent years have seen a…
I Replaced 1000 Lines of Polling Code with 50 Lines of CDC Magic
Welcome to Lesson 3 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…
Comparison of NVIDIA A100, H100 + H200 GPUs
A significant player is pushing the boundaries and enabling data-intensive work like HPC and AI: NVIDIA! This blog will briefly…
Introduction to Prompt Templates in LangChain
A Deep Dive into Structured Language Model Interactions Photo by Sigmund on Unsplash Language models have rapidly evolved to become a…
Enhance Conversational Agents with LangChain Memory
LangChain Conversation Memory Types: Pros & Cons, and Code Examples When it comes to chatbots and conversational agents, the ability…