oMLX

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How to use oMLX?

Download the macOS DMG and install it as a menu bar app. oMLX automatically detects your MLX-compatible models from standard Hugging Face cache locations or LM Studio folders. Use the web dashboard to manage models, monitor performance, and generate API configuration commands for seamless integration with your favorite AI tools.

oMLX 's Core Features

Paged SSD KV caching for persistent context across sessions

Continuous batching for improved throughput with concurrent requests

OpenAI and Anthropic compatible API endpoints

Native macOS menu bar app with a web dashboard

Supports multi-model serving (LLM, VLM, embedding, reranker)

Tool calling and MCP support for advanced agent capabilities

Direct model download and management from the dashboard

oMLX 's Use Cases

Running local LLM agents on Mac with significantly reduced latency

Developing AI applications that require fast inference on Apple Silicon

Integrating LLMs into existing workflows using OpenAI/Anthropic APIs

Experimenting with various LLM models on local hardware

Building custom AI tools that benefit from persistent KV cache

Benchmarking and comparing LLM performance on Mac hardware

Utilizing Vision-Language Models with optimized inference

oMLX 's FAQ

Most impacted jobs

Software Engineer

AI Developer

Machine Learning Engineer

Data Scientist

App Developer

oMLX 's Tags

#LLM #macOS #Apple Silicon #MLX #Inference Server #AI #Local AI #API

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