EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Aug 13·5 min read
What Is Kimi K3? A Complete Developer Guide for 2026
TL;DR
Kimi K3, Moonshot AI's latest open-source model, boasts 2.8 trillion parameters and a 1,048,576-token context window, making it the largest of its kind. It competes effectively with leading proprietary models in benchmark tests.
✦ Why It Matters
Consider using Kimi K3 for projects requiring extensive context and multimodal capabilities.
Key Takeaways
- Access Kimi K3 via OpenRouter for lower costs.
- Consider hardware requirements before self-hosting Kimi K3.
- Utilize Kimi K3 for multimodal tasks involving text, images, and video.
- Stay updated on benchmark scores to evaluate model performance.
How It Works
Kimi K3 employs a Mixture-of-Experts architecture, activating 16 out of 896 experts per token, which allows it to efficiently handle diverse tasks by dynamically selecting the most relevant experts based on input.