Phi-3 - Microsoft’s TINIEST Model Beats Llama 3 and Mixtral! Super POWERFUL!
AI Summary
AI Space Weekly Summary: Large Language Models
- Release of AI Models:
- LLaMA 3: Best open-source large language model released.
- F 3: Microsoft AI team’s third iteration of the F family.
- Four new models under F 3 umbrella released.
- F 3 Models:
- F 3 Mini: 4K context window.
- F 3 Mini (Extended): 128K context window, 3.8 billion parameters.
- F 3 Small: Preview model, surpasses LLaMA 3 and Gamma 7 billion parameter models.
- F 3 Medium: 14 billion parameters, trained on a larger dataset.
- Performance:
- F 3 models outperform LLaMA 3, Gamma 7B, and MixoL 8x7B on MML Benchmark.
- F 3 Mini (3.8 billion parameters) excels in common sense and logical reasoning tasks.
- Access and Installation:
- Hugging Chat or local installation via LM Studio.
- 16x Prompt: Streamlines coding with ChatGPT, optimizing prompts and managing tokens.
- Model Capabilities:
- F 3 models are efficient on mobile devices, demonstrated on iPhone 14.
- Not suitable for complex coding tasks but excel in general inquiries and knowledge-based tasks.
- Testing and Use Cases:
- F 3 models perform well in generating professional emails and detailed strategies for complex problem-solving.
- Not recommended for generating functional code for complex applications like games.
- Additional Resources:
- Blog posts and technical reports for in-depth information.
- Follow on Twitter for AI news updates.
- Patreon page for AI tool subscriptions.
- Conclusion:
- F 3 models represent a significant advancement in AI, especially for general inquiries and knowledge-based tasks.