Model Library
We meticulously craft advanced AI models for diverse tasks, from seamless data extraction to precise classification. Simplify your AI experience: access pre-trained models with a click, or fine-tune them on your unique data. Revolutionize your workflow with our versatile, powerful AI in a dynamic Model Library ecosystem.
Remote & on-prem Training
Experience the pinnacle of AI flexibility and control with our revolutionary platform. MYSTiQUE empowers you to tailor your model training experience according to your needs. Maintain data security by training on-premises when sensitive information mustn’t leave your premises. Alternatively, optimize cost and resources by effortlessly tapping into cloud GPUs for training, precisely when required. MYSTiQUE offers an unmatched blend of customization, cost-efficiency, and security, placing the reins of AI firmly in your hands
Model Optimization
Unlock peak AI performance through our Model Optimization solutions, a meticulous process involving pruning and quantization. Pruning sculpts models to their leanest, removing unnecessary parameters without compromising accuracy. Quantization further refines efficiency by compressing model parameters into reduced bit precision. The result? Models that are faster, lighter, and resource-efficient, with minimal trade-offs.
Knowledge Distillation
Experience the art of Model Distillation, where intelligence is transferred seamlessly from a large, accurate model to a much smaller counterpart. This process involves training the smaller model to mimic the insights of the larger one, without significant accuracy loss. By transferring knowledge from a large, accurate model to a smaller one, you reap the rewards of enhanced efficiency, accelerated inference, and reduced resource consumption.
Experiment Tracking
Track, compare, and iterate effortlessly, ensuring a holistic understanding of your model’s journey. With real-time insights (using Tensorboard), you can make informed decisions, fine- tune strategies, and optimize models for peak performance. Stay in control, streamline collaboration, and uncover hidden patterns. Elevate your AI endeavors through organized experimentation, unlocking the true potential of your projects.