TonyBai

Jul 26, 2026 · Artificial Intelligence

Training Large Models Without Python: A Two‑Year Review of the GoMLX Go ML Framework

Two years after its debut, GoMLX has grown from a proof‑of‑concept into a production‑ready Go machine‑learning framework with a modular compute engine, four core abstractions, multi‑backend support (XLA, pure Go, DarwinML), ecosystem bridges to HuggingFace and ONNX, and new features such as KAN, VNN, gradient checkpointing and experimental distributed training.