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Large Language Models for Your Business
Upsystems offers a full cycle of services for deploying and integrating large language models.
**Open models & fine‑tuning**
We work with open models such as LLaMA 2 and adapt them to your data and processes to deliver results tailored to your needs.
We work with open models such as LLaMA 2 and adapt them to your data and processes to deliver results tailored to your needs.
**Flexible configuration & customisation**
You control the infrastructure and can customise the model, deployment and integration according to internal standards and workflows.
You control the infrastructure and can customise the model, deployment and integration according to internal standards and workflows.
**Cost savings vs. API usage**
Investing in your own cluster quickly pays off under sustained load — you no longer pay per request to external AI providers.
Investing in your own cluster quickly pays off under sustained load — you no longer pay per request to external AI providers.
**Full data control & security**
All processing happens on your servers, so no data is sent to third parties. This ensures compliance with GDPR, HIPAA and internal security policies.
All processing happens on your servers, so no data is sent to third parties. This ensures compliance with GDPR, HIPAA and internal security policies.
Our advantages
Key benefits of our LLM deployment service.
- Expert model & infrastructure selection – we analyse your business tasks and choose the optimal LLM based on speed, resource requirements and accuracy.
- Rapid prototyping & production launchRapid prototyping & production launch – using proven frameworks and containerised solutions, we move projects from prototype to production in days rather than weeks.
- Seamless integration & performance optimisation – we configure APIs, monitoring and logging, and implement methods to reduce latency and save resources, including GPU acceleration and model quantisation.Our company works according to the principle of individual approach to every client. This method allows us to achieve success in problems of all levels.
Typical deployment scenario
Project scoping & planning
We analyze your business tasks and choose the optimal LLM based on speed, resource requirements, and accuracy.
Environment set-up & model selection
We set up your infrastructure and environment using proven frameworks and containerised solutions, and select the optimal model and tools to meet your requirements.
Development & integration
We develop and integrate the selected model into your systems, configuring APIs and workflows to ensure smooth deployment and customising for your processes.
Testing, optimisation & monitoring
We thoroughly test the model, optimise performance with techniques such as quantisation and GPU acceleration, and set up monitoring and logging to ensure reliability and efficiency.
Training & support
We provide comprehensive training and ongoing support to help your team effectively use and maintain the deployed LLM solution.
Technologies & Tools
Our solutions leverage cutting-edge frameworks and tools to build secure, scalable, and efficient LLM deployments.
Infrastructure & Deployment Tools
We build scalable, containerized deployments using Docker and Kubernetes, integrating ONNX, Triton Inference Server, Ray, and other tools for efficient inference and orchestration.
Frameworks & Libraries
We utilize leading ML frameworks including PyTorch, TensorFlow, Keras, and the Transformers library, alongside Hugging Face models for cutting-edge LLM capabilities.
Development & Integration Tools
We use programming languages and tools like Python, FastAPI, LangChain, LlamaIndex, and LangSmith to build robust LLM integrations and user-friendly interfaces.
Ready to deploy your own LLM?
Contact us to discuss your project and receive a personalized deployment plan.
Our Advantages
We work hard every day to make life of our clients better and happier
Quality
Each member of our team has at least 5 years of legal experience.
Support
We offer you a professional 30-minute consultation with our specialist.
Price
Our prices are fixed for some standard services.
Other services
Explore our range of complementary services to enhance your systems.
Comprehensive DevOps services including CI/CD, infrastructure automation, and system reliability to support your development lifecycle.
Custom development and configuration of Jira workflows, plugins, and integrations to support your project management processes.
Comprehensive server administration services including configuration, optimization, security, and maintenance to ensure reliability and performance.
Continuous monitoring and management of your network infrastructure, ensuring optimal performance, security, and reliability.
IP-based telephony solutions delivering crystal clear voice and video communications, integration with your systems, and cost-effective global connectivity.
Streamline and automate your business processes with custom scripts, integrations, and workflows to enhance productivity and efficiency.