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

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