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Description
Create HTML, PDF, ePub, and Kindle books using R Markdown by leveraging the bookdown package, an open-source tool designed to streamline the writing of books and comprehensive articles or reports. This package enables you to produce printer-ready publications and ebooks directly from R Markdown files, utilizing a markup language that is more accessible than LaTeX for crafting various elements such as section headings, lists, quotes, figures, tables, and citations. You can choose from a variety of output formats including PDF, LaTeX, HTML, EPUB, and Word, ensuring your content is versatile. Additionally, you have the option to incorporate dynamic graphics and interactive elements such as HTML widgets and Shiny applications. The package supports multiple programming languages, including R, C/C++, Python, Fortran, Julia, Shell scripts, and SQL, among others. Furthermore, LaTeX equations, theorems, and proofs are compatible across all output formats, enhancing the academic rigor of your work. You can easily publish your books to platforms like GitHub, bookdown.org, and any other web servers, while also benefiting from seamless integration with the RStudio IDE. Finally, with just one click, you can publish your work to https://bookdown.org, making the sharing process incredibly efficient. This combination of features makes bookdown an invaluable resource for anyone looking to produce professional-quality written works.
Description
Leanstral 1.5 is a model licensed under Apache-2.0, designed for effective proof engineering in Lean 4, aimed at enhancing the capabilities and accessibility of formal verification. It boasts a total of 119 billion parameters, with 6 billion of them being active, marking a significant improvement in performance for tasks such as theorem proving, agent-based proof engineering, and the verification of practical code. The development of Leanstral 1.5 involved a comprehensive three-stage training process, which included mid-training, supervised fine-tuning, and reinforcement learning utilizing CISPO. In a multiturn environment, the model is tasked with receiving a theorem statement, submitting a proof, and refining its approach based on feedback from the Lean compiler until the proof is either successfully compiled or the available resources are depleted. In the code agent setting, Leanstral functions similarly to a developer navigating a raw filesystem, allowing it to edit files, execute bash commands, and interact with the Lean language server to monitor goals, errors, and type information in real time. This innovative approach not only streamlines the proof engineering process but also significantly enhances the user experience in formal verification tasks.
API Access
Has API
API Access
Has API
Integrations
GitHub
Microsoft Word
R Markdown
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
Free
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Bookdown
Founded
2011
Country
United States
Website
bookdown.org
Vendor Details
Company Name
Mistral AI
Founded
2023
Country
France
Website
mistral.ai/news/leanstral-1-5/
