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bert-base-cased-squad2-neuronx
optimum/bert-base-cased-squad2-neuronx
bert-base-cased-squad2-neuronx is a machine learning model from optimum. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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.neuron220 MB · 100%
At a glance
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Apr 2, 2025
- Updated
- Apr 2, 2025
- SHA
- 6526a510
Model card
From the Hugging Face model README
INFERENTIA2 ONLY
from transformers import AutoTokenizer
from optimum.neuron import NeuronBertForQuestionAnswering
input_shapes = {"batch_size": 1, "sequence_length": 128}
compiler_args = {"auto_cast": "matmul", "auto_cast_type": "bf16"}
neuron_model = NeuronBertForQuestionAnswering.from_pretrained(
"deepset/bert-base-cased-squad2",
export=True,
**input_shapes,
**compiler_args,
)
# Save locally
neuron_model.save_pretrained("bert_base_cased_squad2_neuronx")
neuron_model.push_to_hub(
"bert_base_cased_squad2_neuronx",
repository_id="optimum/bert-base-cased-squad2-neuronx", # Replace with your HF Hub repo id
)
- Type
- bert
- License
- apache-2.0
- Created
- Apr 2, 2025
- Updated
- Apr 2, 2025