private self hosted llm

Private, self-hosted LLM

Your business is ready to embrace Artificial Intelligence and Machine Learning in full swing, but is concerned about specific needs, privacy, and costs? With our MLOps-centred offering, you can effortlessly, securely, and cost-efficiently run any Open Source LLMs and other GenAI models on your premises.

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WHAT WE OFFER

Self-hosted LLMs

Get privacy-first AI deployed on your premises (including air-gapped environments and any infrastructure providers) with regular updates and 24/7 maintenance. No user limits and no hidden costs.

AI optimisation

Benefit from fine-tuned LLMs and GenAI models with the best possible performance and out-of-the-box observability, enabling even better optimisations for your use cases.

Flexibility in AI

Install any Open Source AI models (LLMs, image models, code models, etc.) locally and integrate them with your products and third-party software.

Technical details

Embracing private GenAI installations and ready-to-use MLOps service lets enterprises fully benefit from the latest LLMs and other GenAI models and lead the game. To ensure an easy-to-use and efficient experience with AI, we provide:

Robust privacy control with local data storage, network traffic restrictions, and support for air-gapped environments.

A wide choice from millions of LLMs and other AI models from Hugging Face and Ollama, including Llama, Gemma, Mistral, DeepSeek, CompVis Stable Diffusion, OpenAI Whisper, etc.

Everything you need to fine-tune the chosen models to get the best possible AI assistance for your use cases.

An infrastructure-agnostic solution, enabling the ubiquitous deployment of AI models to on-prem and collocated bare-metal servers, public and private clouds. You’ll be able to perform computing in the cloud even when your data is stored locally.

Multi-faceted optimisation of AI-related infrastructure. It covers hardware performance optimisation and better cost-efficiency thanks to using spot instances for fine-tuning and workflows (batch processing).

Prompt emergency response aided by backups and disaster recovery plans (DRPs) and followed by written post-mortems.

Versatile observability featuring self-hosted dashboards, availability and performance monitoring, and alerting. AI prompt tracing allows your users to enhance their prompts.

Prompt 24/7 support and automatic updates for all tools and AI models with a configurable maintenance window.

What are your business needs?

Outcome

Local LLMs and other AI models of your choice, optimised and customised for specific business needs, integrated with end-user software.

Private LLMs and GenAI usage thanks to complete control over AI-related data storage and networking.

Full visibility of AI prompt performance.

Business value

Make your product stand out and accelerate operations by leveraging bleeding-edge AI capabilities tailored for your business and imposing no limits.

Why deploy self-hosted LLMs?

Switch to a local or private GenAI installation due to the security requirements and compliance regulations, such as conforming to GDPR and working in an air-gapped environment.

Efficiently deal with content generation, business automation and analytics, software development, and many other tasks by utilising domain-specific LLMs and other AI models.

Eliminate existing limits on GenAI usage and maximise AI adoption to meet your growing business needs.

Make AI usage cost-efficient for a growing number of corporate users.

Benefit from what on-prem AI solutions offer, even with zero or limited MLOps expertise to maintain them, by outsourcing these tasks to Palark.