nativ
Nativ is a native macOS app that lets you run AI models locally on Apple silicon, offering chat, model management, performance analytics, and an OpenAI/Anthropic-compatible API server.
它专门针对招投标串通证据识别,而不是通用文档对比;在本地离线流程中结合 OCR、相似度评分、可视化逐对比较和多格式报告导出。
BidGuard is a local desktop tool for comparing tender documents, identifying possible similarities and inconsistencies, and producing evidence reports for procurement and investigation teams.
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Nativ is a native macOS app that lets you run AI models locally on Apple silicon, offering chat, model management, performance analytics, and an OpenAI/Anthropic-compatible API server.
Kimi K3 is an open-weight, 2.8T-parameter native multimodal agentic model with a 1M-token context window, designed for frontier coding, knowledge work, and reasoning tasks.

A comprehensive guide for building and configuring a high-end local machine to run state-of-the-art LLMs, with detailed hardware choices, BIOS tuning, and Docker-based model serving.