CoreAI Zoo vs Python Code Cards

CoreAI Zoo puts the open-weight AI model zoo on your iPhone, iPad and Mac. Pick a model, download it once, and run it entirely on your device. No account, no server, and nothing you type, say or photograph ever leaves the device. CHAT Stream answers from open language models such as Qwen3, Gemma, LFM2.5, Granite and Mistral, from 0.6B to 30B+ parameters depending on your device's memory. Vision-language models (Qwen3-VL, MiniCPM-V, LFM2.5-VL) answer questions about your photos. VISION Ask questions about an image, read text with on-device OCR, and describe what the camera sees. AUDIO Transcribe speech with Whisper large-v3-turbo, Parakeet and Qwen3-ASR. Talk to an audio-understanding model, generate speech with Kokoro and VoxCPM, and try on-device music generation. CAMERA Live depth estimation, object detection (YOLOX, RF-DETR), action recognition and super-resolution on the camera feed. TOOLS Experimental models such as diffusion-based language models. BENCH Measure load time, tokens per second and memory for any chat model on your own hardware. HOW IT WORKS Every model runs through Core ML on Apple silicon. Weights are downloaded from the Hugging Face Hub on first use over HTTPS, then cached, so the app works offline afterwards. One model is resident at a time to stay within memory limits. New models arrive through a live catalog without an app update. GETTING STARTED Start with Qwen3-0.6B (454 MB) for the fastest first run. Larger models state the free space and memory they need; a recent iPhone Pro or an Apple silicon Mac runs the mid-size ones comfortably. Model weights follow their own licenses, listed on each model's Hugging Face page. The app itself is BSD-3-Clause and part of the open CoreAI model zoo. Report issues and request models at github.com/john-rocky/coreai-model-zoo.

Write Python. Save it as a card. Run and debug it on your iPhone or iPad. Python Code Cards is an on-device code notebook for organizing editable Python snippets and notes. Five ready-to-edit samples let you try execution and debugging immediately after installation. ORGANIZE CODE AS CARDS • Add code cards and notes • Edit, duplicate, delete, collapse, and reorder cards • Keep source code, breakpoints, watches, and recent results on your device RUN PYTHON 3.14 ON-DEVICE • View standard output and errors on each card • See the source line and message for exceptions • Inspect execution time and resulting variables • Use the core app without an internet connection DEBUG WITH BREAKPOINTS • Set breakpoints from line numbers • Continue, pause, step over, step into, and step out • Inspect the current line, changed variables, watch expressions, and call stack • Restart or stop from dedicated controls WRITE WITH LESS FRICTION • Python syntax highlighting • Local completion for keywords, built-ins, and symbols already in your code • System, Light, and Dark appearance across every screen • Switch the entire app among 10 languages from Settings PRIVACY BY DESIGN No account, advertising, analytics, tracking, or cloud sync. Cards and settings stay in the app's local storage and are not automatically sent to the developer. Version 1.0 includes the bundled Python standard library. Installing third-party packages with pip, AI completion, and cloud execution are not supported. Normal execution has a time limit to help protect the device from code that does not stop.