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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. Upload a PDF and engage in Q&A about its contents.

Published 07/24/2023 by Xi Tian

Fine-tuning Falcon LLM 7B/40B

Learn how to fine-tune Falcon LLM 7B/40B on a single GPU with LoRA and quantization, enabling data parallelism for linear scaling across multiple GPUs.

Published 06/29/2023 by Xi Tian

Text Generation: Char-RNN Data preparation and TensorFlow implementation

This tutorial is about making a character-based text generator using a simple two-layer LSTM. It will walk you through the data preparation and the network architecture. TensorFlow implementation is available at the end of the tutorial.

Published 02/08/2019 by Chuan Li


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