20 billion parameters of pure innovation
The crown jewel of our AI journey is our fully self-built, 20 billion parameter language model — a system that represents the culmination of years of experimentation, research, and relentless pursuit of excellence. Every line of its architecture, every training step, and every optimization was created in-house, without reliance on external commercial platforms. This wasn’t just a project; it was a statement of capability and independence.
At its core, this model is designed for depth. It processes massive amounts of context in a single pass, enabling it to reason more deeply and generate highly nuanced, coherent responses even across extended conversations. Whether engaged in complex problem-solving, detailed technical explanations, or creative storytelling, it maintains precision and consistency at a level unmatched by any of our previous models.
The custom architecture was engineered with both performance and flexibility in mind. By tailoring every component to our needs, we ensured that the system could adapt to a wide range of use cases — from powering our website’s conversational interface to running as part of specialized internal tools. Its modular design allows us to update or expand capabilities without overhauling the entire model.
Training such a large system required more than just hardware; it demanded an entirely new approach to resource management and optimization. We built our own distributed training pipeline, designed to handle massive data flows efficiently while minimizing waste. Every decision, from data selection to fine-tuning schedules, was driven by a commitment to quality and efficiency.
The result is a system that not only delivers exceptional performance but also embodies complete control over data privacy, security, and adaptability. Because it is entirely self-hosted and self-trained, we can guarantee that sensitive information remains secure and that every feature aligns perfectly with our values and goals.
This model isn’t just a tool — it’s the ultimate expression of what Szymdows AI stands for: technical mastery, independence, and innovation. It has become the foundation for everything we do, and it continues to evolve as we explore new challenges and opportunities. For us, it is both a destination and a starting point for the next chapter of AI development.