Yandex

About

Yandex, founded in 1997 and headquartered in Moscow, has positioned itself as a pioneer in the field of artificial intelligence with a notable focus on generative AI and large language models (LLMs). Demonstrating a commitment to innovation, Yandex does not just rely on existing models but actively engages in the creation and refinement of its own AI technologies. A prime example of this is their development of YaLM 100B, which boasts more parameters than any comparable open-source model available commercially. This model exemplifies Yandex’s efforts to push the limits of LLM technology, making advanced AI capabilities more accessible to the public 1. Further showcasing its innovative spirit, Yandex has engineered AQLM and PV-Tuning, groundbreaking LLM compression methods. These techniques allow significant reductions in model size—up to 8 times—while maintaining 95% response quality. This advancement not only slashes the cost and resource demands for LLM deployment but also democratizes access to sophisticated AI technologies for a more extensive range of users and developers 510. Incorporating its AI capabilities into its existing ecosystem, Yandex has integrated LLM technology directly into its search engine through the development of YandexGPT. This has led to the creation of the Neuro product, which enhances user experience by providing detailed, contemporary answers to natural language queries, sourcing materials when relevant 11. Moreover, through Alice, an AI-driven conversational assistant integrating multiple services, Yandex underscores its capacity to craft versatile and sophisticated AI applications that transcend traditional scope 7. A distinctive aspect of Yandex's AI strategy is its focus on the Russian language and market. Unlike many LLMs primarily trained on English data, YandexGPT is meticulously designed to grasp the intricacies of the Russian language and its cultural milieu, catering specifically to Russian-speaking users 4. This focus grants Yandex a competitive edge in its domestic market. Beyond LLMs, Yandex's AI prowess extends across other areas such as computer vision, speech recognition, and machine translation, emphasizing a holistic approach to AI and underscoring Yandex's dedication to advancing AI-driven products and services 3.

Model Families

YandexGPT