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helenai/
echarlaix-bert-base-uncased-sst2-acc91.1-d37-hybrid-ov

Name: echarlaix-bert-base-uncased-sst2-acc91.1-d37-hybrid-ov
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echarlaix/bert-base-uncased-sst2-acc91.1-d37-hybrid

This is the echarlaix/bert-base-uncased-sst2-acc91.1-d37-hybrid model converted to OpenVINO, for accellerated inference.

An example of how to do inference on this model:

python

from optimum.intel.openvino import OVModelForSequenceClassification
from transformers import AutoTokenizer, pipeline

# model_id should be set to either a local directory or a model available on the HuggingFace hub.
model_id = "helenai/echarlaix-bert-base-uncased-sst2-acc91.1-d37-hybrid-ov"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = OVModelForSequenceClassification.from_pretrained(model_id)
pipe = pipeline("text-classification", model=model, tokenizer=tokenizer)
result = pipe("I like you. I love you")
print(result)