Skip to main content
Back to resources
Inference⚡

ML Drift

Google's open-source (Apache 2.0) on-device GPU inference engine, successor to the TensorFlow Lite GPU delegate: tensor virtualization, stage-aware KV cache for prefill and decode, FP16/INT8/INT4. Backends: OpenCL (Android), Metal (Apple), WebGPU via Dawn (browser), OpenGL ES 3.1+. Integrates with LiteRT; in production on Chrome, YouTube, Photos and Meet.

Features

  • Apache 2.0
  • Tensor virtualization
  • Stage-aware KV cache (prefill/decode)
  • FP16 / INT8 / INT4
  • OpenCL, Metal, WebGPU (Dawn), OpenGL ES 3.1+ backends

Tags

Useful links

Discover ML Drift

Visit the official site to download, learn more and start using ML Drift.

Visit the site

Related resources — Inference

Inference⚡
llama.cpp
Released Oct 15, 2022

C++ implementation of LLMs for efficient inference on consumer CPUs and GPUs.

LLMC++LocalEfficient
Inference🦙
Ollama
Released Jul 27, 2023v0.35.0

Open source tool to run LLMs locally with simplicity.

LLMLocalOpen SourceCLI
Inference🗣️
Piper TTS
Released Apr 1, 2022Piper

Sintesi vocale in locale a bassa latenza basata su ONNX: genera parlato naturale da testo in tempo quasi reale, anche su CPU. Multilingue (italiano incluso) e facile da integrare nei pipeline: download del modello, una riga di comando. MIT.

AudioTTSOpen SourceLocale