reader-lm-0.5b

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Jina Reader-LM: HTML to Markdown Conversion Models

Overview:

Jina Reader-LM is a series of models that convert HTML content into Markdown format, suitable for various content conversion tasks. These models are trained on carefully selected pairs of HTML and Markdown content, allowing efficient handling of web content formatting conversion. This tool is especially useful for content creators and developers who need to switch between different formats.

Target Users:

Content creators

Developers

Anyone needing to convert HTML content to Markdown

Use Cases:

Convert Hacker News website content to Markdown format.

Transform personal blog HTML pages to Markdown for GitHub publication.

Change online article HTML content to Markdown for documentation and resource organization.

Features:

Supports HTML to Markdown conversion.

Trained on extensive HTML and Markdown content pairs.

No prefix instructions needed; simply input HTML to generate Markdown.

Easy to try and use in Google Colab.

Detailed guidelines for local deployment and usage.

Optimized for smooth operation on Google Colab’s free T4 GPU tier.

Customizable input URLs for exploring different webpage conversions.

Tutorial:

1. In Google Colab:

- Run the Jina AI provided Colab notebook to experience the reader-lm model.

2. Locally:

- Install the transformers library.

- Load the model using AutoTokenizer and AutoModelForCausalLM.

- Prepare the HTML content and process it with the tokenizer.

- Pass the processed input text to the model to generate Markdown content.

- Print or save the generated Markdown content.