# aac6fef: laya-multilingual-mlx

> Native MLX FP16 conversion of Laya's multilingual checkpoint (mmBERT) for Apple silicon, with a 1,024-token context. The base for multilingual fine-tunes in System One Studio.

- Page: https://systemonemodels.ai/aac6fef/laya-multilingual-mlx
- API: https://api.systemonemodels.ai/v1/models/aac6fef/laya-multilingual-mlx
- Download: `pip install systemonemodels && systemone pull aac6fef/laya-multilingual-mlx`

## Facts

| | |
|---|---|
| Maker | aac6fef (https://systemonemodels.ai/aac6fef) |
| Decides | choice, score, noul |
| Architecture | laya |
| Base model | convaiinnovations/laya-multilingual |
| Parameters | 322M |
| Context | 1K tokens |
| Licence | apache-2.0 |
| Availability | Open weights |
| Released | 2026-09-19 |
| Latest version | 2026.09 |

## Fine-tunes on the registry

- biplov/banking77-balanced-multilingual: https://systemonemodels.ai/biplov/banking77-balanced-multilingual

## Model card

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# laya-multilingual-mlx

Native MLX FP16 conversion of Laya's multilingual checkpoint (mmBERT) for Apple silicon, with a 1,024-token context. The base for multilingual fine-tunes in System One Studio.

Loads with the laya-mlx runtime like the English conversion. Its base is Convai's multilingual Laya checkpoint on Hugging Face.

## What it decides

- **choice** — picks one option from a set
- **score** — places the input on an ordered scale
- **noul** — answers a yes/no question with one calibrated probability

## At a glance

| | |
|---|---|
| Parameters | 322M |
| Base model | `convaiinnovations/laya-multilingual` |
| Maker | aac6fef |
| Released | 2026-09-19 |
| License | apache-2.0 |

## Get the weights

```bash
pip install systemonemodels
systemone pull aac6fef/laya-multilingual-mlx
```

The files are served from the maker's Hugging Face repository, [`aac6fef/laya-multilingual-mlx`](https://huggingface.co/aac6fef/laya-multilingual-mlx), and verified against the checksums recorded here.

## Read more

- [Weights on Hugging Face](https://huggingface.co/aac6fef/laya-multilingual-mlx)

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