Understanding Llama2: KV Cache, Grouped Query Attention, Rotary Embedding and More

Grouped Query Attention, Rotary Embedding, KV Cache, Root Mean Square Normalization

Fine-tuning Mistral 7B Model with Your Custom Data

A guide to fine-tuning the Mistral 7B model using a specific dataset, hardware setup, and training script.

AI in Everyday Life: Discussing Real-World AI Applications

All you need to know about AI and how they apply to our everyday lives

Prompt Engineering: How To Turn Your Words Into Works Of Art

A Look at Multivariate Forecast

NLP Evaluation: Intrinsic vs. Extrinsic Assessment

Evaluating NLP Models: A Comprehensive Guide to ROUGE, BLEU, METEOR, and BERTScore Metrics

Backgrounds in Midjourney: Crafting the Perfect Setting

Exploring background creation in Midjourney

Fine-Tuning Vs RAG in Generative AI

Vanishing Gradient Problem in RNNs