PaliGemma2-3B-Mix-448
| Property | Value |
|---|---|
| Developer | |
| Model Size | 3 Billion Parameters |
| Access | Licensed |
| Platform | Hugging Face |
| Context Length | 448 tokens |
What is paligemma2-3b-mix-448?
PaliGemma2-3B-Mix-448 is a specialized language model developed by Google, representing part of their PaliGemma series. This particular variant features a 3 billion parameter architecture optimized for handling 448-token context windows. Access to the model is managed through Hugging Face's platform and requires explicit agreement to Google's usage license.
Implementation Details
The model is hosted on Hugging Face's model hub and implements specific architectural choices to handle its 448-token context window effectively. While detailed technical specifications are subject to Google's documentation, the model represents a significant advancement in controlled-access AI development.
- 3 billion parameter architecture
- 448 token context window optimization
- Controlled access through license agreement
- Hugging Face integration
Core Capabilities
- Language processing within 448-token contexts
- Specialized mixed-task performance
- Integration with Hugging Face's ecosystem
- Licensed deployment options
Frequently Asked Questions
Q: What makes this model unique?
PaliGemma2-3B-Mix-448 stands out for its specific optimization for 448-token contexts while maintaining a relatively compact 3B parameter count, making it efficient for targeted applications requiring precise context handling.
Q: What are the recommended use cases?
While specific use cases should align with Google's licensing terms, the model's architecture suggests suitability for applications requiring moderate context windows and efficient processing of mixed tasks within its 448-token limit.
