---
license: apache-2.0
---

**INFERENTIA ONLY**

```py
from transformers import AutoTokenizer
from optimum.neuron import NeuronBertForSequenceClassification

input_shapes = {"batch_size": 1, "sequence_length": 128}
compiler_args = {"auto_cast": "matmul", "auto_cast_type": "bf16"}
neuron_model = NeuronBertForSequenceClassification.from_pretrained(
    "nlptown/bert-base-multilingual-uncased-sentiment",
    export=True,
    **input_shapes,
    **compiler_args,
)
# Save locally
neuron_model.save_pretrained("bert_base_multilingual_uncased_sentiment_neuronx")
neuron_model.push_to_hub(
    "bert_base_multilingual_uncased_sentiment_neuronx",
    repository_id="optimum/bert-base-multilingual-uncased-sentiment-neuronx",  # Replace with your HF Hub repo id
)
```