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---
license: apache-2.0
---
**INFERENTIA2 ONLY**
```py
from transformers import AutoTokenizer
from optimum.neuron import NeuronBertForMultipleChoice
input_shapes = {"batch_size": 1, "sequence_length": 128, "num_choices": 4}
compiler_args = {"auto_cast": "matmul", "auto_cast_type": "bf16"}
neuron_model = NeuronBertForMultipleChoice.from_pretrained(
"ZzRanger/bert-base-uncased-finetuned-swag",
export=True,
**input_shapes,
**compiler_args,
)
# Save locally
neuron_model.save_pretrained("bert_base_cased_swag_neuronx")
neuron_model.push_to_hub(
"bert_base_cased_swag_neuronx",
repository_id="optimum/bert-base-cased-swag-neuronx", # Replace with your HF Hub repo id
)
``` |