T-Bank: Turbo Alignment Library of tools for teaching large language models

2024: Opens access to Turbo Alignment

The center artificial intelligence T-bank opened access to a free library of Turbo Alignment tools for training large language models (LLM) for business tasks. The library will allow companies not to develop AI applications from scratch, but to use ready-made tools. This was announced on October 16, 2024.

Turbo Alignment will help start-ups and big businesses that don't specialize in AI create innovative products that wouldn't be possible without LLM. For example, support assistants who process client queries and instantly provide answers, tools for analyzing and summarizing large volumes of text, such as reports and research, intelligent search engines that can find information with context in mind, and models for summarizing text.

Advantages of Turbo Alignment for business:

• Comprehensive approach. Companies won't have to invest in teaching big language models from scratch. In addition to applied tools for creating AI products, a large language model T-lite is available to businesses, which shows the best results in solving business problems in Russian among open models with a size of 7-8 billion parameters.
• Lower development costs. Turbo Alignment significantly reduces the cost of developing AI products and the amount of computing resources used by using ready-made tools and models.
• Saving time. According to T-Bank developers, the speed of development using the repository - from idea to product - has increased 4 times. This reduces the time to launch new AI products and gives the business competitive quality.
• Improve customer experience. Products based on LLM make interaction with users more interactive and personalized, taking into account their individual needs. This accelerates service and improves customer satisfaction.

Шаблон:Quote 'author=said Artem Bondar, Head of Natural Language Processing (NLP) at T-Bank Artificial Intelligence Center.

The library was created with the participation of scientists from the laboratory of scientific research of artificial intelligence T-Bank AI Research. In it, researchers develop and design new methods that become the basis of their scientific discoveries. Turbo Alignment gives access to the latest AI Alignment research to ensure AI behavior is predictable and doesn't get out of human control, aligned with its needs and values. The library contains all the necessary metrics and tools that allow you to understand and analyze various approaches to AI learning.

Turbo Alignment Developer Benefits:

• Availability for small and non-core teams. Turbo Alignment allows even small teams without significant resources and deep expertise in language models to create products based on artificial intelligence.
• Set of ready-made tools. A no-code run of experiments, scripts for training a large number of algorithms, a module for quick model testing and tools for monitoring metrics during training are available in the repository.
• Research and development tools. Turbo Alignment provides all the necessary tools to add new training methods and compare them with existing solutions on specific tasks.
• Support complex learning processes. Turbo Alignment is optimized for distributed learning across multiple video cards and servers (Multi-GPU and Multi-Node).

Шаблон:Quote 'author=noted Artem Bondar, Head of Natural Language Processing (NLP) at T-Bank Artificial Intelligence Center.

In the future, T-Bank plans to maintain and develop the Turbo Alignment library, adding new methods and training materials.