Large Language Models Process Explained. What Makes Them Tick and How They Work Under the Hood!

SuperHOT, 8k and 16k Local Token Context! How Does It Work? What We Believed About LLM’s Was Wrong.

Reinforcement Learning From Human Feedback, RLHF. Overview of the Process. Strengths and Weaknesses.

Landmark Attention Training Walkthrough! QLoRA for Faster, Better, and Even Local Training.

Why Do LLM’s Have Context Limits? How Can We Increase the Context? ALiBi and Landmark Attention!

How To Create Datasets for Finetuning From Multiple Sources! Improving Finetunes With Embeddings.

QLoRA PEFT Walkthrough! Hyperparameters Explained, Dataset Requirements, and Comparing Repo's.

QLoRA Is More Than Memory Optimization. Train Your Models With 10% of the Data for More Performance.

PEFT LoRA Finetuning With Oobabooga! How To Configure Other Models Than Alpaca/LLaMA Step-By-Step.

What Is Positional Encoding? How To Use Word and Sentence Embeddings with BERT and Instructor-XL!

LLaMa GPTQ 4-Bit Quantization. Billions of Parameters Made Smaller and Smarter. How Does it Work?

Fine-Tune Language Models with LoRA! OobaBooga Walkthrough and Explanation.

Google's Concern Over No Moat Against Open Source LLMs: The Breakthrough Technologies Behind It.

What is Tokenization in Transformers and How Are They Made? Byte Pair Encoding Explained Simply.

Embeddings in Machine Learning! What Are They and How Do We Use Them? How We Can Teach Computers.

Updated Installation for Oobabooga Vicuna 13B And GGML! 4-Bit Quantization, CPU Near As Fast As GPU.

Why Search Your Data When You Can Ask It? Vector Databases and Embeddings to Level Up Your Corpus.

Vicuna 13B V1.1! With 4-Bit Quantization, What Can't it Run On? OobaBooga One Click Installer.

FastChat Vicuna Can Support What!? A Complete Walkthrough. Will you use ChatGPT again?

ChatGPT Killer On Your Computer? Let's Install FastChat Alpaca Vicuna!

Hugging GPT - Automate Your Life, With GPT and Hugging Face!

Fine tune ChatGPT. Leverage Your Data to Enhance Search and Improve Your Chat Experience.