- Apache 2.0
- 5 classes
Panther Read
Intent
Recognizes the intent of a request: conversation, code, data analytics, office or tool operation. The application then starts only the checks that fit the case.
On Hugging Face
patronus-studio/panther-read-intent-classifierProfile.
Task
Intent and routing
Recognize what a request wants and start only the checks that fit
Signal
data_analytics_request
- Parameters
- 0.1B parameters
- Base
- mmBERT-small
- Evaluation
- Macro F1 0.899 and accuracy 0.898 on the held-out test set (1,880 examples).
- Formats
- Safetensors FP32 · ONNX FP16 · edge build INT8, INT8 with INT4 embeddings and FP16
- Variants and siblings
Panther Read Edge Quantized ONNX builds of the same model.
- License
- Apache 2.0
- Hugging Face
patronus-studio/panther-read-intent-classifier
How it works: Panther Read.
Panther Read
Input
Build me a pivot table by region from last quarter's sales figures.
Output
data_analytics_request
Application rule: Activate only the checks for data analytics
Evaluation.
Model card with protocol0.899
Macro F1 0.899 and accuracy 0.898 on the held-out test set (1,880 examples).
Install.
Patronus Ark loads the model and runs it on the CPU. The quickstart with Transformers or ONNX Runtime is in the model card.
Patronus Ark
pip install patronus-ark
cargo add patronus-ark