Models Zoo vs Forge Database Manager

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

Stop paying for four tools. Forge opens SQL servers, cloud warehouses, NoSQL clusters, federated query engines, file dumps, and key/value stores in one native app — no Electron, no subscriptions. Built with SwiftUI for iPhone, iPad, and Mac. One purchase, every Apple device. NINETEEN DATABASE ENGINES • PostgreSQL family — Postgres, CockroachDB, TimescaleDB, Amazon Redshift • MySQL family — MySQL, MariaDB • SQLite, libSQL, Turso (remote libSQL over Hrana HTTPS) • Microsoft SQL Server, Azure SQL — pure Swift TDS, no driver • Oracle — pure Swift, no Instant Client • Snowflake — SQL API v2, key-pair JWT auth • Google BigQuery — service account JWT • Trino / Presto — federated queries • Apache Cassandra, ScyllaDB • DuckDB — embedded analytics over Parquet, CSV, JSON • Redis — browse keys by type as tables • ClickHouse — analytics via native HTTP • Elasticsearch — indexes as SQL tables THREE FILE FORMATS AS DATABASES • CSV — auto-detected separators, quoted fields, duplicate headers handled • JSON, NDJSON, JSON Lines — arrays and streaming • SQL Dump — open mysqldump or pg_dump files and browse without executing a statement DRY RESTORE — UNIQUE TO FORGE Inspect any SQL dump as if it were a live database. Browse a 400 MB backup in seconds. No risk, no server, no restore. AI BRIDGE — UNIQUE TO FORGE Run a local MCP server that exposes your databases as tools to Claude Desktop, Cursor, and any MCP-compatible assistant. List tables, inspect schemas, run queries — in plain English, on every supported engine. Read-only by default. Credentials never leave your Mac. LIVE DATA WITH DIFF HIGHLIGHT Toggle auto-refresh on any table to watch data change in real time. New rows light up green, changed cells light up yellow. Pauses automatically when you're editing. EDIT IN PLACE Double-click a cell to edit. Save many cells across rows in one transaction. Schema-aware INSERT and DELETE. Import CSV/JSON straight into a SQL table. Every SQL engine, Oracle included. QUERY EDITOR Syntax highlighting and context-aware autocomplete — keywords, table names, column names. SQL formatter and Find & Replace built in. Reusable queries with {{var}} placeholders. Snippet library: type `:name` and the template inserts. SMART DATA GRID Sort, filter, and export results as CSV, JSON, or SQL INSERT — on every engine. SCHEMA COMPARE Diff tables and columns between two connections. Catch drift before it bites in production. UNIVERSAL BACKUP Scheduled backups for every engine: SQL dump for SQL, JSON for Redis. Cron expressions, retention, gzip. Runs in the background. SSH TUNNEL Reach databases behind a bastion host. Password or private-key auth (ed25519, RSA, with passphrase). Pure Swift, no openssh dependency. PORTABLE & SECURE Export connections as a single encrypted bundle (ChaCha20-Poly1305 + PBKDF2-SHA256), import elsewhere with a passphrase. Drag a .sqlite/.csv/.json/.sql.gz file onto the sidebar to open it. Passwords in Apple Keychain. SSL/TLS for remote connections. No telemetry, no cloud dependency. SMALL & FAST Around 50 MB installed on iPhone, even smaller on Mac. Native Swift code, no Electron runtime, instant cold start. NATIVE APPLE Spotlight indexes your saved queries and connections — search them from anywhere on macOS or iOS. Run saved queries with Siri or the Shortcuts app. Keyboard shortcuts everywhere. Multi-window on Mac with shared engine cache. Twenty-two data sources. One app. Zero Electron.