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.

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