LM-Kit.NET is an enterprise-grade toolkit designed for seamlessly integrating generative AI into your .NET applications, fully supporting Windows, Linux, and macOS. Empower your C# and VB.NET projects with a flexible platform that simplifies the creation and orchestration of dynamic AI agents.
Leverage efficient Small Language Models for on‑device inference, reducing computational load, minimizing latency, and enhancing security by processing data locally. Experience the power of Retrieval‑Augmented Generation (RAG) to boost accuracy and relevance, while advanced AI agents simplify complex workflows and accelerate development.
Native SDKs ensure smooth integration and high performance across diverse platforms. With robust support for custom AI agent development and multi‑agent orchestration, LM‑Kit.NET streamlines prototyping, deployment, and scalability—enabling you to build smarter, faster, and more secure solutions trusted by professionals worldwide.
Learn more
BYDFi, previously known as BitYard, stands out as the premier cryptocurrency contracts exchange based in Singapore. We offer secure, user-friendly, and rapid trading services for crypto assets across more than 150 nations. Committed to the principle of “Complex Contracts Simple Trade,” BYDFi strives to deliver the most streamlined trading experience possible for its clients. Our platform features a diverse selection of trading pairs encompassing Crypto, Forex, and Commodities. Users can effortlessly create an account using either their email or mobile number, accessible through both desktop and mobile platforms. Currently, we have over 500,000 users engaging in trading activities from various countries. The platform supports multiple languages, including English, Traditional Chinese, Russian, Japanese, Vietnamese, Korean, Indonesian, and Portuguese. With just 30 seconds needed to initiate trading, you have the flexibility to trade anytime and anywhere. BYDFi is not just a trading platform; it is a comprehensive solution for all your digital asset needs. Join us today and experience the future of trading.
Learn more
GigaChat
GigaChat is adept at addressing user inquiries, engaging in conversations, generating program code, and producing written content and images based on provided descriptions, all within a cohesive framework. In contrast to other neural networks, GigaChat is designed from the ground up to facilitate multimodal interactions and demonstrates superior proficiency in the Russian language.
The foundation of GigaChat lies in the NeONKA (NEural Omnimodal Network with Knowledge-Awareness) model, which consists of a diverse array of neural network systems and employs techniques such as supervised fine-tuning and reinforcement learning enhanced by human feedback. As a result, Sber's innovative neural network is capable of tackling a variety of cognitive challenges, including maintaining engaging dialogues, generating informative texts, and answering factual queries. Moreover, the integration of the Kandinsky 2.1 model within this ensemble enhances its capabilities, enabling the creation of intricate images based on user prompts, thereby expanding the potential applications of the service. This multifaceted functionality positions GigaChat as a versatile tool in the realm of artificial intelligence.
Learn more
DeepSeek-V2
DeepSeek-V2 is a cutting-edge Mixture-of-Experts (MoE) language model developed by DeepSeek-AI, noted for its cost-effective training and high-efficiency inference features. It boasts an impressive total of 236 billion parameters, with only 21 billion active for each token, and is capable of handling a context length of up to 128K tokens. The model utilizes advanced architectures such as Multi-head Latent Attention (MLA) to optimize inference by minimizing the Key-Value (KV) cache and DeepSeekMoE to enable economical training through sparse computations. Compared to its predecessor, DeepSeek 67B, this model shows remarkable improvements, achieving a 42.5% reduction in training expenses, a 93.3% decrease in KV cache size, and a 5.76-fold increase in generation throughput. Trained on an extensive corpus of 8.1 trillion tokens, DeepSeek-V2 demonstrates exceptional capabilities in language comprehension, programming, and reasoning tasks, positioning it as one of the leading open-source models available today. Its innovative approach not only elevates its performance but also sets new benchmarks within the field of artificial intelligence.
Learn more