Models Zoo vs TypeAide

Core ML Models is a curated, on-device AI playground. Download any model from the built-in catalog and try it out instantly — no server, no account, nothing leaves your device. Every model is an open-source release converted from PyTorch to Apple's Core ML format and tuned to run efficiently on the Neural Engine, GPU, or CPU. WHAT YOU CAN DO • Chat with small language models (Gemma, etc.) including multimodal vision+text • Generate images from text with Hyper-SD • Remove backgrounds, matte video subjects, and colorize old photos • Estimate depth and reconstruct 3D faces from a single photo • Detect and classify with YOLO, SigLIP, and zero-shot open-vocabulary models • Separate music stems with Demucs and transcribe audio to MIDI with Basic Pitch • Clone voices and synthesize speech with Kokoro and OpenVoice • Super-resolve images with SinSR and RealESRGAN. DEVELOPER TOOLS, NOT JUST A DEMO • Inspect — see every .mlpackage's input/output tensor shapes, data types, compute-unit setting, on-disk size, and Core ML metadata at a glance. • Benchmark — run warmup + timed iterations on your own device and get average / median / min / max latency plus memory delta. Switch compute units (All, CPU+GPU, CPU+ANE, CPU only) to find the fastest config for your hardware. • Swift Code — export a ready-to-paste Core ML loading + inference snippet wired to the model's actual input/output names, so integration into your own app is copy-paste fast. DESIGNED FOR THE NEURAL ENGINE Each model ships with compute-unit settings tuned per-architecture (Neural Engine, GPU, CPU) so you get the best inference speed Apple Silicon can deliver. OPEN AND TRANSPARENT Every model in the catalog links back to its original paper, repository, and license. Conversion scripts are public on GitHub so you can see exactly how the .mlpackage files were produced. PRIVACY FIRST All inference runs locally on your device. The app only fetches model files from public storage over HTTPS — there are no analytics, no ads, and no account to create. REQUIREMENTS • iPhone or iPad with Apple Silicon recommended for best performance • Some large models require several GB of free storage and ≥ 6 GB RAM

TypeAide is an AI-powered writing and translation keyboard designed for better Chinese and English communication. Use it in email, messaging apps, notes, social platforms, or anywhere you type. TypeAide helps you write more clearly, naturally, and appropriately without switching apps. It is more than a translator or grammar checker. TypeAide understands your context, suggests better expressions, and gradually learns your favorite phrases, professional terms, and writing preferences, making your keyboard smarter the more you use it. **Key Features** **One-Tap Improve** Polish your writing for clarity, grammar, tone, and flow. **Chinese-English Translation** Translate naturally between Chinese and English by default, with support for more languages. **Quick Work Replies** Generate polite replies, follow-ups, thank-you notes, clarification requests, and professional responses for emails and messages. **Smart Suggestions** Get local, AI, and personalized suggestions while typing. **Personal Memory** Remember your accepted phrases, frequent expressions, and custom terminology. **Language Learning Support** Learn better wording and build a more natural English expression system over time. **Privacy First** Your text is processed only when you use AI features. Personal memory can stay local and sync through iCloud. **Perfect For** Professionals writing English emails Chinese-English bilingual communication Language learners Workplace messaging Fast translation and rewriting across apps Users with specialized terminology TypeAide turns your keyboard into a personal expression assistant, helping every message sound clearer, more natural, and more like you.