MNN LLM App

What it does

Multimodal llm android app supports text-to-text, image-to-text, audio-to-text, and text-to-image generation (via diffusion models).

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI. - MNN/project/android/apps/MnnLlmApp/README.md at master · alibaba/MNN

Multimodal Support: Enables functionality across diverse tasks, including text-to-text, image-to-text, audio-to-text, and text-to-image generation (via diffusion models). CPU Inference Optimization: MNN-LLM demonstrates exceptional performance in CPU benchmarking in Android, achieving prefill speed improvements of 8.6x over llama.cpp and 20.5x over fastllm, with decoding speeds that are 2.3x and 8.9x faster, respectively. the following is a comparison between llama.cpp and MNN-LLM on Android inferencing qwen-7b. Broad Model Compatibility: Supports multiple leading model providers, such as Qwen, Gemma, Llama (including TinyLlama and MobileLLM), Baichuan, Yi, DeepSeek, InternLM, Phi,…from github.com

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