Laya in your browser

The English Laya decision model (ModernBERT-large + typed heads) running locally through ONNX Runtime Web. Nothing you type leaves this page.

1 · Load the model

Not loaded yet. Loading downloads the model files from this site (a few hundred MB, once per visit).

2 · Ask typed questions

More test data (108 labeled cases)

Question types: choice (labeled options), score (ordered rubric), noul (yes/no probability). Laya limits: about 20 options per choice, options must fit in 192 tokens, state is cut at 512 tokens in total.

3 · Check it against the original PyTorch model

Runs six saved test cases in this browser and compares the probabilities with what the original fp32 PyTorch model produced on the same inputs. Quantization changes the numbers a little, so use this to see how much before you rely on the confidence values.

Based on Laya by ConvAI Innovations (Apache-2.0), converted to ONNX and quantized for the browser. Unofficial; not affiliated with ConvAI Innovations. Test it on your own data and check its confidence values before letting it act on its own. Notices · License