# The Lambda Deep Learning Blog

## Exploring AI's Role in Summarizing Scientific Reviews

Published on September 14, 2023 by Xi Tian

## Chat with a PDF using Falcon: Unleashing the Power of Open-Source LLMs!

Published on July 24, 2023 by Xi Tian

.png)](https://lambda.ai/blog/chat-with-a-pdf-using-falcon-unleashing-the-power-of-open-source-llms)

Unlock the potential of open-source LLMs by hosting your very own langchain+Falcon+Chroma application! Now, you can upload a PDF and engage in captivating ...

## Fine-tuning Falcon LLM 7B/40B

Published on June 29, 2023 by Xi Tian

This guide walks you through how to fine-tune Falcon LLM 7B/40B on a single GPU with LoRA and quantization, enabling data parallelism for linear scaling across ...

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