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.
Design and Architecture
We collaborate with you to define AI use cases, identify data sources, and design robust architectures.
Coding and Model Development
Our skilled developers write clean, efficient code to build and train AI models.
Fine-Tuning and Optimization:
We fine-tune pre-trained models or create custom ones, ensuring they perform exceptionally well on your specific tasks.
Implementation and Integration
We seamlessly integrate AI solutions into your existing systems, ensuring a smooth transition.
Why Choose Us?
- Expertise: Our team comprises seasoned AI practitioners with years of experience in diverse domains.
- Tailored Solutions: We don’t believe in one-size-fits-all. Our customised models address your unique business challenges.
- Cutting-Edge Techniques: We stay up-to-date with the latest research and techniques to deliver state-of-the-art solutions.
- Client-Centric Approach: Your success is our priority. We work closely with you to achieve your AI goals.