What On-Device LLMs Are: Phones, NPUs, and Real Use Cases
What on-device LLMs are, how they differ from cloud models, which ones exist, what they are good for, and how to run a small Qwen model on an Android phone.
What on-device LLMs are, how they differ from cloud models, which ones exist, what they are good for, and how to run a small Qwen model on an Android phone.
端侧大模型是什么意思?解释端侧与云端的区别、端侧大模型有哪些、有什么用,以及手机端本地大模型和通义千问安卓端部署的实际做法。
What open-source LLMs are, which families to know, where to download, versus closed APIs, and small vs large trade-offs.
开源大模型有哪些?解释开放权重含义与常见家族,列出下载网站,对比闭源并说明大小模型区别点。。。。。。。。。。。
Strata vs Ollama comparé à llama.cpp, LM Studio et vLLM : usage, licences, API, prise en charge de Qwen3.8-Flash-Next et guide de choix. Sans tests de notre part.
Что такое Strata? Разбор по открытым источникам: движок, который запускает MoE-модель на 125B на видеокарте с 12 ГБ. Принцип работы, скорости и оговорки.
Strata против Ollama и llama.cpp, LM Studio, vLLM: назначение, лицензии, API, поддержка Qwen3.8-Flash-Next и подсказка по выбору. Собственных тестов мы не проводили.
Strata란 무엇인지 공개 자료로 풀어 봅니다. 12GB GPU에서 125B MoE 모델이 돌아가는 원리, 제3자 측정 속도, 주의점, Ollama와의 차이를 정리했습니다.
Strata vs Ollama를 llama.cpp, LM Studio, vLLM과 나란히 비교합니다. 용도, 라이선스, API, Qwen3.8-Flash-Next 지원, 선택 가이드를 정리했습니다. 직접 테스트는 없습니다.
¿Qué es Strata? Explicación basada en fuentes públicas del motor abierto que ejecuta un modelo MoE de 125B en una GPU de 12 GB: cómo funciona, velocidades y límites.