Florence 2 Base
Florence 2 Base is released 2024-06-10 in the Florence 2 family with open-source; evaluate it while provider pricing coverage matures.
- Family
- Florence 2
- Released
- 2024-06-10
- Parameters
- 230M
- Architecture
- Decoder Only
- Specialization
- general
- Openness
- Open source
- License
- MITOSI-approvedPermitted
- Weights
- Unknown
- Code
- Unknown
- Training
- Fine-tuned
Advancing the state-of-the-art in AI and computing.
No tracked provider pricing is available yet.
About
Florence-2 Base is a compact, open-source vision-language model by Microsoft designed to tackle a diverse range of vision tasks through a unified sequence-to-sequence framework 1210. It seamlessly processes images and text prompts for tasks such as captioning, object detection, segmentation, and visual grounding, all managed through a single set of parameters guided by task-specific prompts 34. With a relatively small size of 0.23 billion parameters, it is optimized for devices with limited computational resources, yet its performance is comparable to larger models, owing to its training on the expansive FLD-5B dataset with 5.4 billion annotations across 126 million images 47.
Providers
No active provider routes are tracked for this model yet.
Capabilities
No model capability flags are currently sourced.
Benchmark peer barsfor Coding
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
Advancing the state-of-the-art in AI and computing.
No tracked provider pricing is available yet.