EELML LOCAL INFERENCE

Speed wins.

EELML builds local inference runtimes and Agent Harness systems.

EELML Studio is a local inference engine built for extreme on-device speed. Its original Agent Harness supports Skills, MCP, and native workflows, while local conversations and workspace outputs remain on device.

Real EELML Studio 0.18 client showing a local model inspecting a workspace and the complete task execution trail. — Real EELML Studio 0.18 client · local Gemma model · workspace tool · visible execution trail.

C++ inference engine

Loads .eelml packages and runs prefill, decode, KV Cache, and embeddings through dedicated compute graphs.

Native client Harness

Owns work conversations, workspace permissions, task trails, model switching, and service connections.

Deeply orchestrated weights

Binds weights, Canonical Graph, Runtime, physical layout, and protocol contracts into one verifiable model identity.

Modular operator library

Composes attention, quantized matrix multiplication, normalization, RoPE, and sampling operators through each graph.

VERIFIABLE PRODUCT FACTS

Deeply optimized for real delivery efficiency.

Check Mac system requirements, supported model packages, the Agent Loop, Skills, MCP, and local-data boundaries before you download.