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What is oMLX?

oMLX is a dedicated MLX server optimized for macOS, which significantly boosts the speed and efficiency of local AI tasks on Apple Silicon hardware. It specifically addresses the needs of coding agents by employing paged SSD KV caching, allowing cache blocks to be retained on disk; thus, previously accessed prefixes can be swiftly retrieved across various requests and even after server restarts, negating the need for recalculation from the ground up. Consequently, the duration required to produce the first token in extensive contexts can drop dramatically, from a span of 30 to 90 seconds down to under five seconds following the initial interaction. The server skillfully handles multiple requests simultaneously through a constant batching approach using mlx-lm’s BatchGenerator, which improves overall generation throughput by preventing requests from queuing behind a single task. oMLX can serve a diverse array of models concurrently, including LLMs, vision-language models, embedding models, and rerankers, while efficiently managing memory limitations through LRU eviction. Additionally, it supports any MLX-format model available from Hugging Face, including Qwen, LLaMA, Mistral, Gemma, DeepSeek, MiniMax, and GLM, and has the capability to work with models stored in the regular Hugging Face cache, directories linked to LM Studio, or any custom storage solutions, thus providing a seamless experience for users. This adaptability in model integration not only enhances the functionality of oMLX but also significantly benefits developers and researchers, making it a practical tool in various AI applications. Overall, oMLX stands out as a robust solution for maximizing the potential of AI on macOS systems.

What is EmpirioLabs AI?

EmpirioLabs AI specializes in the hosting of a diverse range of AI models, which encompass open, proprietary, and customized stacks tailored to specific needs. We take pride in operating our own GPU infrastructure, enabling us to efficiently run open-source models while also providing optimized endpoints for proprietary applications and assisting teams with their model deployments to real-world users. Our vast selection covers various categories, including but not limited to text, image, video, audio, transcription, embedding, reranking, research, and 3D models, and is enhanced by features such as a browser playground, GPU Cloud instances, and hosted AI agents. Moreover, the platform offers live pricing for each model, a REST API, and a remote MCP server that supports popular models like Claude and ChatGPT, alongside code editors and integrations with tools such as LangChain, LiteLLM, Dify, n8n, and VS Code. Users can anticipate continuous updates with new models and features being introduced regularly. In addition, our platform is crafted to simplify the integration of AI solutions into various applications, which facilitates teams in harnessing cutting-edge technology effectively for their projects. This commitment to user-friendly interfaces and robust support underscores our dedication to advancing the accessibility of AI capabilities.

Media

Media

Integrations Supported

Model Context Protocol (MCP)
OpenClaw
Anthropic
Cursor
DeepSeek
Gemma
Hugging Face
LM Studio
Llama
MiniMax
Mistral AI
OpenAI
Python

Integrations Supported

Model Context Protocol (MCP)
OpenClaw
Bubble
Claude Desktop
LiteLLM
OpenCode
Poe
Vercel
Zapier

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

$19.90/month
Pay-as-you-go charges vary by model and usage unit; no subscription is required, and some models are free. Optional monthly plans are Lite at $19.90/month, Pro at $49.90/month, and Max at $199.90/month, each with weekly usage allowances.
Free Version

Supported Platforms

Mac

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

oMLX

Company Location

United States

Company Website

omlx.ai/

Company Facts

Organization Name

EmpirioLabs AI

Company Location

United States

Company Website

empiriolabs.ai

Categories and Features

AI Inference

Not specified

Categories and Features

AI Inference

Not specified

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