ramankhurana/OPSLLM

One place solution for all you LLM Need

OPSLLM

One place solution for all you LLM Need

Learning Resources for Large Language Models (LLMs)

Welcome to our learning resources guide for Large Language Models. Below, you'll find links to helpful YouTube playlists, videos, research papers and blogs that will aid your understanding and practical application of LLMs.

YouTube Playlists and Videos

• LLM YouTube Playlist: This playlist covers a range of topics on Large Language Models, suitable for beginners and those looking to deepen their knowledge.

• Building a Chatbot with Llama and Google Colab (Free Tutorial): Watch this video to learn how to create a chatbot using the Llama model from Hugging Face, utilizing Google Colab for free.

• Parameter Effifient Fine Tuning (PEFT): A review of PEFT methods for pre-trained language models.

• PEFT github: Hugging face PEFT github page.

• Low-Rank Adaptation (LORA): Fine tune the model by adding additional parameters.

• Stanford book chapter on n-gram: Lecture notes for n-gram language model.

• Full book on speech and NLP

• Transformer to LLM Harvard Guide

New models which may revolutionize the world of LLM in couple of months/years.

• KAN

• TransformerFAM

• The list is definitely incomplete and if you wish to add to it or something is not sane please make a PR or create an issue.