---
license: apache-2.0
language:
  - multilingual
tags:
  - executorch
  - decision-model
  - laya
  - localia
base_model: convaiinnovations/laya
---

# Laya multilingual ExecuTorch (Localia gate)

Exported from [`convaiinnovations/laya`](https://huggingface.co/convaiinnovations/laya) (`subfolder=multilingual`, mmBERT).

| Path | Backend | Quant | Size (approx) |
| --- | --- | --- | --- |
| `ios/laya_gate_mlx_int4.pte` | MLX | INT4 linear + INT8 embedding | ~280 MB |
| `android/laya_gate_xnnpack_8da4w.pte` | XNNPACK | 8DA4W linears (embeddings fp32) | ~830 MB |
| `*/tokenizer.json` | — | mmBERT multilingual tokenizer | ~33 MB |

## I/O

- Inputs: `input_ids[1,2048]`, `attention_mask[1,2048]`, `marker_pos[1,4]`, `marker_mask[1,4]`, `qtype[1]` (`0=choice`, `1=score`, `2=noul`)
- Output: `logits[1,4]` (unused options masked ≈ -1e4)

## License

Apache-2.0 (same as upstream Convai Innovations Laya).