LLM Connect

LLM Connect is the ultimate offline AI runner and benchmarking utility for Android. Designed for developers, researchers, and AI enthusiasts, LLM Connect allows you to run Large Language Models (LLMs) and Vision-Language Models (VLMs) completely on-device without requiring an internet connection or cloud APIs. With the integrated LLMC Benchmark engine, you can now push your Android device to its limits and measure its true hardware capabilities for local AI inference. 🚀 Advanced AI Benchmarking (LLMC Benchmark) Evaluate your device's capacity to handle heavy AI workloads with a comprehensive testing suite: Real-Time Inference Metrics: Track live Tokens/s generation, total generation time, and total tokens generated during the benchmark. Thermal & Resource Monitoring: Monitor critical hardware vitals during execution, including live device temperature and RAM usage. Throttling Detection: Get alerted when your device becomes thermally throttled, with a dynamic Performance Score (e.g., "LIMITED") indicating hardware constraints. Live System Console: View real-time processing logs and comprehensive device specifications directly in the benchmark dashboard, including the OS version, chipset, CPU clock speeds, and memory capacity. Historical Comparisons: Compare benchmark scores across different model quantizations and engine types (such as `.GGUF`) to identify the most efficient models for your specific hardware. 🧠 Extensive Model & Format Support Run state-of-the-art models directly on your device: Broad Architecture Compatibility: Fully supports quantized open-source models, including Gemma 4 Edge, Phi-4-mini, and Qwen2-VL. Vision-Language Models (VLMs): Process images locally using multimodal projector (`mmproj`) files for true on-device image understanding. Flexible File Formats: Seamlessly load `.gguf`, `.litertlm`, and `.bin` formats. Optimized Execution Engines: Built natively utilizing LiteRT, `llama.cpp`, and Gemma pipelines (including built-in vector store support for local RAG implementations). 🔒 100% Private & Offline LLM Connect is built with a zero-trust, privacy-first architecture. Once your models are downloaded, the app operates entirely offline. - Zero telemetry or background data tracking. - No data leaves your device. - Complete control over your local AI environment. Turn your Android device into a secure, private AI workstation and benchmark its processing power today with LLM Connect.