AI / Essential AI Skills
List some of Open-Source Models/Frameworks/Products.
| Category | Open Source Models/Frameworks/Products |
|---|---|
| LLMs (Text & Reasoning) |
DeepSeek: Efficiency leader using MoE architecture to match frontier performance at lower cost (MIT License). Qwen: Dominant in math, logic, and coding tasks with strong instruction-following (Apache 2.0). Llama: Knowledge giant with the deepest world understanding; best for synthetic data generation (Custom License). |
| Coding Assistants |
Qwen-Coder: Best local coding model optimized for refactoring and code completion. DeepSeek: Excellent at system design and codebase architecture explanation. Minimax: Handles massive codebases with ultra-long context windows (1M+ tokens). |
| Multimodality (Vision, Image, Video, Audio) |
Flux: Top image generation model with superior text rendering and spatial prompt adherence. Qwen-VL: Leading vision model for GUI automation and document understanding. HunyuanVideo: State-of-the-art video generation with cinematic quality and motion consistency. Kokoro: Lightweight, natural-sounding text-to-speech running on resource-constrained devices. |
| Building Agents/Products |
PydanticAI: Clean Python-first framework using type hints for structured agent building. LangGraph: Best for complex workflows with loops, memory, and human-in-the-loop control. MetaGPT: Simulates software teams to generate full projects from natural language prompts. |
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