v0.2.2: v82rl quantized-only (current data, no-**)

9d7f96b verified 3 months ago

599 Bytes

license: mpl-2.0
base_model: huawei-noah/TinyBERT_General_4L_312D
tags:
  - autofill
  - form-field-classification
  - onnx
  - transformers.js

tinybert-address-autofill (v0.2.2)

Firefox address-autofill field classifier, retrained from the jt4qd v2 baseline without the ** input-type marker (strip_type_marker=True) so training matches Firefox inference. jt4qd params (bb, encoder_layers=0, pooling=cls, lr=3e-5, batch=64, epochs=25). Training data: current/refreshed train/val/test. Offline (no-**): total 0.8897 / close 0.9133. Only onnx/model_quantized.onnx (q8) is shipped.