reader-lm-0.5b
R
Reader Lm 0.5b
Overview :
The Jina Reader-LM is a series of models designed to convert HTML content into Markdown, ideal for content transformation tasks. This model is trained on curated pairs of HTML and their corresponding Markdown, efficiently handling format conversions of web content and providing convenience for content creators and developers.
Target Users :
This product is designed for content creators, developers, and anyone who needs to convert HTML formatted content to Markdown format. It streamlines the content conversion process, enhancing productivity, especially for teams and individuals who frequently switch between different formats.
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Use Cases
Convert content from the HackerNews website to Markdown format.
Transform an HTML page of a personal blog into Markdown for publication on GitHub.
Convert the HTML format of an online article into Markdown for documentation and material organization.
Features
Supports content conversion from HTML to Markdown.
Trained on a large number of HTML and Markdown content pairs.
Generates Markdown directly from HTML input without requiring prefix commands.
Offers quick experience and usage on Google Colab.
Provides detailed guidelines for local deployment and usage.
Optimized for smooth operation on Google Colab's free T4 GPU tier.
Allows custom input URLs to explore conversion results from different web content.
How to Use
Run the Jina AI provided Colab notebook on Google Colab to experience the reader-lm model.
Install the transformers library for local model usage.
Load the model using AutoTokenizer and AutoModelForCausalLM.
Prepare your 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.
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