Introducing Lit-GPT: Hackable implementation of open-source large language models released under Apache 2.0 →

Category: Tutorials

Optimizing LLMs from a Dataset Perspective
The NeurIPS 2023 LLM Efficiency Challenge Starter Guide
How to build a chatbot using open-source LLMs like Llama 2 and Falcon
Tabular Classification with Lightning
Torchmetrics v1.0: Visualize model performance with 100+ metrics
Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch
Faster PyTorch Training by Reducing Peak Memory (combining backward pass + optimizer step)
Efficient Initialization of Large Models
Finetuning Falcon LLMs More Efficiently With LoRA and Adapters
Falcon – A guide to finetune and inference