Customized LLM Development Services

OrcaLex Technologies excels in creating and deploying advanced Generative AI models that are tailored to meet the specific needs of a corporation. Our comprehensive range of services includes:network, server, and storage management solutions to help you achieve your business objectives.

Retrieval-Augmented Generation (RAG): This framework enhances the capabilities of LLMs by integrating them with external knowledge sources, ensuring precise and contextually relevant responses. This is particularly beneficial for corporations that need to leverage extensive internal and external datasets to provide accurate and comprehensive information.

We specialize in fine-tuning models to align with specific corporate goals and operational contexts. This ensures that each AI solution is uniquely adapted to the client’s needs, enhancing the relevance and effectiveness of the generated outputs. The company will own its own custom LLM within the safety of their corporate firewalls, and at much faster speeds.

Advanced Training Techniques: Utilizing techniques such as QLoRA (Quantized Low-Rank Approximation) and GGUF (4-bit integer quantization), we optimize opensource LLM model performance in terms of accuracy and speed, while significantly reducing operational costs. These advanced methodologies allow for efficient model hosting and execution, making real-time applications more feasible and cost-effective.

By leveraging tools such as NVIDIA NeMo for seamless LLM orchestration and TensorRT for optimized performance, we ensure that our AI solutions are both robust and efficient. This integration facilitates high-performance computing and efficient inferencing, which are critical for real-time AI applications.

Our Generative AI services have integrated guardrailing customized to your specific sectors and with mechanisms such as VPNs, etc., we enable your cybersecurity and risk management related to unintended usage.