SharpAI/SwiftLM — ⚡ Native MLX Swift LLM inference server for Apple Silicon.

Description and use

SharpAI/SwiftLM is a native Swift‑based inference server that leverages Apple Silicon’s MLX framework to run large language models—including 100 billion‑parameter Mixture‑of‑Experts architectures—directly on macOS and iOS devices. It offers an OpenAI‑compatible API, SSD‑backed model streaming, TurboQuant KV‑cache compression, and even a companion iPhone app, making high‑performance LLM deployment accessible for trading, AI/ML, and backend workloads.

Problem

SharpAI/SwiftLM helps add AI capability without starting from a blank model stack.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Evidence

⚡ Native MLX Swift LLM inference server for Apple Silicon. OpenAI-compatible API, SSD streaming for 100B+ MoE models, TurboQuant KV cache compression, MACOS + iOS iPhone app.

Source