LLM Pillar page

This page is targeted for people who want to learn, How to train model. How to tune model.. How to tune llms.

Understanding LLM | A Transformative Reading List
List of important papers needed to understand llms
Understanding and Coding the Self-Attention Mechanism of Large Language Models From Scratch
How to code your own attention mechanism
Finetuning Falcon LLMs More Efficiently With LoRA and Adapters
How to fine tune LLM’s like falcon using LoRA and Adapters.
Improving LoRA: Implementing DoRA from Scratch
Improving Lora Performance using Dora
How to Fine-Tune LLMs with Hugging Face
How to Fine-Tune LLM’s with hugging face
Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch
Optimize Memory usage for training LLMs
Some Techniques To Make Your PyTorch Models Train (Much) Faster
Train your Model/LLM faster
Understanding Parameter-Efficient Finetuning of Large Language Models: From Prefix Tuning to LLaMA-Adapters
Understanding Peft, Parameter Efficient Fine Tuning.