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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 Anuma?

Anuma is a cutting-edge AI platform that emphasizes user privacy while bringing together access to both proprietary and open-source AI systems through an intuitive interface that guarantees full ownership and control over personal information. Users can effortlessly interact with a variety of models, such as ChatGPT, Claude, Gemini, Grok, and open-source alternatives like DeepSeek or Qwen, all within one platform, eliminating the hassle of switching tools and retaining contextual continuity, which streamlines workflows across different AI technologies. Central to the platform is a Private Memory Layer that securely holds user preferences, conversation logs, and contextual details in an encrypted format under the user's control, effectively blocking any unauthorized access to sensitive information. This memory feature is designed to be persistent across multiple sessions and various AI models, allowing users to continue from where they left off without needing to repeat previous information, which significantly improves continuity in complex workflows. Anuma also empowers users to compare multiple models side by side, alongside the flexibility to develop custom mini-applications and automate processes without any coding knowledge required. As a result, users can experience heightened efficiency and a more personalized approach to their interactions with AI technologies, making Anuma a valuable tool for anyone seeking to optimize their use of artificial intelligence. Moreover, this platform not only enhances productivity but also fosters creativity by enabling users to tailor their experiences according to their specific needs and preferences.

Media

Media

Integrations Supported

DeepSeek
Qwen
Anthropic
JSON
LM Studio
MiniMax
Mistral AI
Model Context Protocol (MCP)

Integrations Supported

DeepSeek
Qwen
Cerebras
GPT-5.4
GPT-5.6 Luna
GPT-5.6 Sol
GPT-5.6 Sol Ultrafast
GPT-5.6 Terra
GPT-6 Sol
GPT-6.1 Terra
Grok 4.1
Holo4
MiniMax M1
OpenAI Bel

API Availability

Has API

API Availability

Pricing Information

Pricing not provided

Pricing Information

$9.99 per month
Free Version
Free Trial Offered?

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
Online Training

Company Facts

Organization Name

oMLX

Company Location

United States

Company Website

omlx.ai/

Company Facts

Organization Name

Anuma

Date Founded

2025

Company Location

United States

Company Website

www.anuma.ai/

Categories and Features

AI Inference

Not specified

Categories and Features

AI Tools

Not specified

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