Our Artificial Intelligence Services

We’re passionate about harnessing the power of artificial intelligence (AI) to transform businesses and drive innovation. Our team of experts specialises in various aspects of AI development, from design and coding to fine-tuning and implementation. Whether you need a small language model for a specific task or a custom large-scale solution, we’ve got you covered.

What Is AI?

Artificial intelligence refers to the simulation of human intelligence in machines. It enables computers to perform tasks that typically require human cognition, such as natural language understanding, image recognition, and decision-making. AI algorithms learn from data and adapt over time, making them incredibly versatile across industries.

Our Approach:

Customization and Fine-Tuning

We understand that every business has unique requirements. That’s why we offer custom-built language models tailored to your specific needs. Whether you’re working on sentiment analysis, chatbots, or recommendation systems, our team will fine-tune the model to achieve optimal performance.

State-of-the-Art Techniques

Our approach to fine-tuning includes cutting-edge methods such as:

LoRA (Layer-wise Relevance Propagation): LoRA helps us interpret model predictions by attributing importance to different input features. It enhances transparency and trust in AI systems.

QLoRA (Quantitative Layer-wise Relevance Analysis): QLoRA extends LoRA by providing quantitative relevance scores, allowing us to identify critical features in the input data.

DPO (Differential Privacy Optimization): Privacy is crucial in AI applications. We use DPO techniques to protect sensitive information while maintaining model accuracy.

RAG (Retrieval Augmented Generation): RAG combines retrieval-based and generative approaches, allowing us to create more contextually relevant responses in chatbots and dialogue systems.