In the dynamic field of generative AI and large language models (LLMs), the co-use of innovative technologies is shaping how organisations approach AI, and also how we interact with and benefit from these artificially intelligent systems.
Amidst such trends, Anyscale has distinguished itself as a solid solution for organisations with complex AI infrastructure needs. Anyscale provides scalable computing for AI, focusing on managing and scaling AI workloads, especially for LLMs. Its Ray framework enables it to enhance scalability, reduce latency, and improve cost efficiency, making it a great pairing with the Katonic Generative AI platform.
In particular, Anyscale’s fast and economical API endpoints for open-source LLMs is a big feature that allows companies streamlined access to advanced AI models. This capability is great for organisations looking to integrate LLMs into their systems without having the overhead of managing complex AI infrastructure.
It then follows that modern organisations need a robust platform to fully leverage these LLMs. The Katonic Generative AI Platform is engineered to optimize the deployment and management of these models. It offers a wide range of functionalities like chatbot creation, semantic search capabilities, extraction, summarisation, and content generation, amongst others.
Just like Anyscale, Katonic AI’s platform is designed for simplicity and efficiency, so models can be deployed quickly and managed without extensive infrastructure or technical expertise.
Additionally, Anyscale Private Endpoints enable the private deployment of LLM endpoints within a given cloud environment. This feature helps organisations meet data privacy and governance requirements. It allows them to leverage generative AI while safeguarding their data.
Anyscale Endpoints offer several advantages for utilising LLMs:
- Ease of use
Anyscale Endpoints provide user-friendly APIs for quick, easy querying and LLM fine-tuning, making it straightforward to power applications without managing the complex infrastructure that often goes with it. - Cost efficiency
They offer a cost-effective pay-as-you-go model for using advanced LLMs, priced at $1 or less per million tokens. - Serverless and scalable
The platform is serverless, removing the hassle of managing servers. It scales efficiently to accommodate varying levels of demand.
Anyscale Endpoints offers very affordable access to advanced open-source language models, charging less than $1 for processing one million tokens, making it highly cost-effective for users and easy on the corporate budget.
The following table of Anyscale’s pricing shows the cost per million tokens for various open-source language models.
| Model | Price ($/M tokens) |
|---|---|
| Mistral-7B-OpenOrca | 0.15 |
| Mistral-7B-Instruct-v0.1 | 0.15 |
| Zephyr-7b-beta | 0.15 |
| Llama-Guard-7b | 0.15 |
| Llama-2-7b-chat-hf | 0.15 |
| Llama-2-13b-chat-hf | 0.25 |
| Mixtral-8x7B-Instruct-v0.1 | 0.50 |
| Llama-2-70b-chat-hf | 1.0 |
| CodeLlama-34b-Instruct-hf | 1.0 |
| thenlper-gte-large | 0.05 |
source: Pricing | Anyscale Endpoints
Adding to this, the Katonic Generative AI Platform offers several complementary benefits:
- Comprehensive functionality
Katonic AI supports a wide range of AI applications, including chatbots, semantic search systems, content generation, data extraction, classification, and summarisation. This makes it versatile for various use cases. - Customisation and flexibility
Katonic AI allows you to create custom AI models using specific organisational data. This means that AI models become highly relevant and are essentially tailored to the needs and domains of individual users. - Security and compliance
Katonic AI can be installed on premises. This is particularly beneficial for enterprises concerned with data leakages, cybersecurity, and privacy breaches, as well as complying with relevant legislation. - Scalability and accessibility
Quickly scale up or down with Katonic AI’s autoscaling for efficient computing infrastructure usage. The platform is designed to be accessible to both non-technical and business users, making it easier to leverage the power of AI without deep technical expertise.
Explore the integration of Anyscale with Katonic AI through this interactive walkthrough
By integrating Anyscale’s API endpoints, businesses can effectively combine the versatility and security of Katonic AI’s platform with the computational power and similar scalability of Anyscale’s infrastructure. This integration is particularly suited to organisations struggling with managing the heavy computational demands of LLMs.
