💻 programming

NotebookLlama

Open source PDF to Podcast workflow building tool

#natural language processing
#machine learning
#educate
#podcast
#audio generation
NotebookLlama

Product Details

NotebookLlama is an open source project designed to guide users through a series of tutorials and notebooks in building PDF-to-Podcast workflows. This project covers the entire process from text preprocessing to using text-to-speech models, and is suitable for users with zero knowledge of large language models (LLMs), prompts, and audio models. The main advantages of NotebookLlama include ease of use, education and experimentation. It not only provides a reference implementation, but also encourages users to optimize results by experimenting with different models and hints.

Main Features

1
Preprocess PDF using Llama-3.2-1B-Instruct model and save as .txt file
2
Convert text into podcast script using Llama-3.1-70B-Instruct model
3
Add drama to your script using the Llama-3.1-8B-Instruct model
4
Generate conversational podcasts using parler-tts/parler-tts-mini-v1 and bark/suno models
5
Supports using different TTS model extension methods
6
Encourage users to optimize results by experimenting with different models and hints

How to Use

1
1. Make sure you have a GPU server or API provider to use the Llama models of 70B, 8B and 1B
2
2. Use huggingface cli to log in and start the Jupyter notebook server to ensure that the Llama model can be downloaded
3
3. Clone NotebookLlama’s GitHub repository and enter the corresponding directory
4
4. Install dependencies in requirements.txt
5
5. Run four notebooks according to the guide, each notebook has specific tasks and prompts
6
6. Try changing the model's hints during the run to improve results
7
7. After completing all the steps, you will get a podcast file converted from text

Target Users

NotebookLlama is targeted at developers, researchers, and educators interested in natural language processing, machine learning, and audio generation. It is particularly suitable for those who wish to explore and experiment with the use of large language models in audio content creation.

Examples

Use NotebookLlama to convert academic paper PDFs into podcast form to share research results in a way that is easier for the public to understand.

Convert technical document PDFs into podcasts to help developers learn new technologies during their commute or leisure time

Use NotebookLlama to create audio content based on historical documents to provide listeners with an immersive historical experience

Quick Access

Visit Website →

Categories

💻 programming
› study education
› Development and Tools

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