"Glasp vs. Matter: Which Highlighter App Should You Use? Stable Diffusion with Core ML on Apple Silicon"


Hatched by Glasp

Jul 28, 2023

4 min read


"Glasp vs. Matter: Which Highlighter App Should You Use? Stable Diffusion with Core ML on Apple Silicon"

Highlighting content has become an essential part of our digital reading experience. It allows us to capture important information, organize our thoughts, and revisit key insights. With the abundance of highlighter apps available, it can be overwhelming to choose the right one for your needs. In this article, we will compare two popular highlighter apps, Glasp and Matter, and help you make an informed decision.

Glasp is a versatile highlighter app that offers a unique feature set. One of its standout features is the ability to highlight web articles on the spot without using a reader view. This ensures that the original formatting of the article is preserved, providing a seamless reading experience. Additionally, Glasp allows you to highlight PDF files from the web and even YouTube transcripts, making it a comprehensive tool for all your highlighting needs.

Another noteworthy feature of Glasp is its integration with Kindle. You can import highlights and notes from your Kindle device or Kindle Cloud Reader, either individually or as a batch. This makes it convenient to consolidate all your annotations in one place. On the exporting front, Glasp offers various file formats, including .txt, .csv, .html, .md, and .png, giving you the flexibility to work with your highlights in different contexts.

Matter, on the other hand, focuses on seamless synchronization and integration with popular productivity apps. It allows you to sync your highlights and notes directly to apps like Roam, Obsidian, Notion, and Readwise. This integration ensures that your annotations are readily accessible across different platforms, enhancing your workflow efficiency.

While both Glasp and Matter offer powerful highlighting capabilities, Glasp stands out with its community-focused experience. All highlights and notes in Glasp are public, creating an environment where users can share their learnings and engage with like-minded individuals. This unique social component adds a collaborative aspect to the highlighting experience, enabling users to gain insights from others and discover interesting content.

Another exclusive feature in Glasp is the ability to pile-on highlights. When someone you follow highlights the same web content as you, you receive a notification in your Glasp feed. This feature fosters a sense of connection and encourages users to explore different perspectives on the same piece of content. It enhances the learning experience by promoting discussion and sharing of insights.

In contrast, Matter focuses more on personalization and customization of the highlighting experience. It provides methods to personalize Stable Diffusion, extend it to languages other than English, and more. These capabilities are made possible through open-source projects like Hugging Face diffusers, which contribute to the continuous improvement and expansion of Matter's functionalities.

When it comes to deployment, both Glasp and Matter offer on-device options. However, there are advantages to on-device deployment, especially in the case of Stable Diffusion. Running the model on-device eliminates the need for server-based approaches, ensuring privacy and reducing latency. With Core ML optimizations for Stable Diffusion on Apple Silicon devices, developers can leverage the power of Apple's hardware to achieve fast and efficient results.

Deploying Stable Diffusion on-device can be challenging due to the complexity of the pipeline involved. The process requires the execution of four different neural networks, totaling approximately 1.275 billion parameters. Achieving real-time results while maintaining accuracy and efficiency is a core challenge that developers face. However, with the advancements in Core ML and the performance capabilities of Apple Silicon, this challenge can be overcome.

In conclusion, choosing the right highlighter app depends on your specific needs and preferences. If you value a community-focused experience and enjoy sharing insights with others, Glasp is an excellent choice. Its unique features, such as public highlights and pile-on notifications, create an engaging environment for collaborative learning. On the other hand, if personalization and seamless integration with productivity apps are your priorities, Matter offers a comprehensive solution.

To make the most of your highlighting experience, here are three actionable pieces of advice:

  • 1. Experiment with different highlighter apps: Try out different highlighter apps to find the one that aligns with your workflow and enhances your reading experience. Each app has its unique features and functionalities, so exploring different options can help you discover the right fit for your needs.
  • 2. Leverage community engagement: If you opt for a highlighter app like Glasp, take advantage of the community engagement aspect. Engage with other users, share your insights, and learn from their perspectives. This collaborative approach can enrich your learning journey and broaden your horizons.
  • 3. Stay updated with technology advancements: Keep an eye on the latest advancements in technology, such as Core ML optimizations for on-device deployment. By staying informed about the capabilities of different devices and frameworks, you can leverage them effectively to enhance the performance and efficiency of your highlighting workflow.

In the end, the choice between Glasp and Matter boils down to your personal preferences and requirements. Consider the features, integrations, and community aspects that align with your goals, and select the highlighter app that empowers you to capture, organize, and share insights seamlessly.

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