On-device AI

Creator

Creator

Seonglae Cho

Created

Created

2023 Jul 19 16:5

Editor

Editor

Seonglae Cho

Edited

Edited

2026 Sep 11 17:45

Refs

Refs

Local first Development

Mobile AI, Edge AI

https://www.linkedin.com/feed/?trk=guest_homepage-basic_google-one-tap-submit

Edge AI Tools

Google Edge Gallery

On-device AI Model

Edge0-AI • Updated 2026 Sep 11 16:49

Mobile LLM below 1b (or SmolLM2, LLaMa-1b, Qwen 1b,
Hymba )

Solution is
LoRA like adaptation technique?

Introducing Apple’s On-Device and Server Foundation Models

At the 2024 Worldwide Developers Conference, we introduced Apple Intelligence, a personal intelligence system integrated deeply into…

https://machinelearning.apple.com/research/introducing-apple-foundation-models

Introducing Apple’s On-Device and Server Foundation Models

Meta and Qualcomm team up to run big A.I. models on phones

Large language models (LLMs) are the technology that underpin applications like OpenAI's ChatGPT that can return out text that resembles human output.

https://www.cnbc.com/2023/07/18/meta-and-qualcomm-team-up-to-run-big-ai-models-on-phones.html

Meta and Qualcomm team up to run big A.I. models on phones

Industry

Life at the Edge

On fractals of compute and on-device intelligence

https://asadk.com/edge/

Life at the Edge

openbmb/MiniCPM5-2B · Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

https://huggingface.co/openbmb/MiniCPM5-2B

openbmb/MiniCPM5-2B · Hugging Face

Backlinks

sLLM LLaMa3 Pretraining Synthetic Data Generation NPU LLaMa3.2 AI Coder Computing Method Phi 3 ExecuTorch Gemini Google

Recommendations

/////