# orailnoor/cross-platform-llm-client > Cross-platform Flutter chat client that runs GGUF models locally on Android/iOS via llama.cpp and falls back to OpenAI, Anthropic, Gemini or Kimi cloud APIs. Chats and keys stay on-device. - Magnitude: 5.7 out of 10 — Breakout - Stars: 1,808 total · +16 stars measured 2026-11-09, 00:02–02:09 UTC, ≈ 141 by evening - Star trust: star growth looks organic - Category: Apps · Language: C++ · License: MIT · Created: 2026-04-25 · Last push: 2026-11-04 - GitHub: https://github.com/orailnoor/cross-platform-llm-client · Page: https://gitnova.dev/en/r/orailnoor/cross-platform-llm-client ## Useful for - Run a GGUF model offline on a phone with Vulkan GPU acceleration - Switch to a cloud API when the local model is not enough - Send an image to a chat with Qwen2-VL or a cloud vision provider ## Why it’s here - Star-counter measurements on 2026-11-09 (UTC), 00:02–02:09: 1792 → 1808 stars (+16). This is the change over that interval. - Estimated end-of-day forecast: about +141 stars, using observed gains and the previous day. - Over the last two days the pace is 3.3× that of the previous week and a half. - Elevated gains were measured on the last 3 completed UTC days in a row. Continued growth is not guaranteed. - GitHub Trending C++ today: #7, +119 stars. - About 20 forks a day — people are taking the code. - Recent forks include notable developers: @brianconlan2023 (204 followers). ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 361 - Issues and pull requests: 71 - Watchers: 30 - Average over the last week: 114 per day - Usual pace: 1 per day - Stars in the last hour (measured): 8 - Latest release: 1.0.7-cluster (2026-11-04) ## Stars per day, last 30 days (oldest → newest, today is partial) 2026-10-11 … 2026-11-09: 1, 3, 1, 1, 4, 0, 1, 2, 1, 1, 2, 2, 2, 0, 4, 4, 1, 1, 0, 2, 2, 0, 3, 1, 213, 143, 88, 77, 135, 16 ## Magnitude by day, last 4 days 11-06 5.5, 11-07 4.9, 11-08 5.4, 11-09 5.7 ## Spotted in now - GitHub Trending C++ today: #7, +119 stars ## Similar by description 1. **google-ai-edge/LiteRT-LM** — 1.4 · Steady · Language models · C++ · +0 stars measured 2026-11-09, 00:10–02:14 UTC, ≈ 2 by evening Google's framework for running large language models on edge devices — phones, laptops, browsers and IoT — with GPU and NPU acceleration. Supports multimodal inputs, function calling and APIs for Python, Kotlin, Swift, JavaScript, Flutter… Full card: https://gitnova.dev/en/r/google-ai-edge/LiteRT-LM.md 2. **yetone/magpie** — 3.8 · Steady · AI agents · Go · +69 stars measured 2026-11-09, 00:03–02:10 UTC, ≈ 469 by evening A menu-bar utility for macOS/Linux/Windows that lets you pick the model for each AI agent (Codex, Claude Code, Gemini CLI, etc.) and runs a local gateway translating OpenAI and Anthropic APIs between agents and providers. Full card: https://gitnova.dev/en/r/yetone/magpie.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-11-09 02:18 UTC, updated every 30 minutes.