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horheynm committed Sep 27, 2023
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x# Hugging Face Transformer Inference Pipelines
# Hugging Face Transformer Inference Pipelines


DeepSparse allows accelerated inference, serving, and benchmarking of sparsified [Hugging Face Transformer](https://github.com/huggingface/transformers) models.
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>> '{"labels": ["duplicate"], "scores": [0.9947025775909424]}'
```

#### Token Classification Pipeline
### Token Classification Pipeline
The token classification task takes in sequences as inputs and assigns a class to each token.
The following example uses a pruned and quantized token classification NER BERT model
trained on the `CoNLL` dataset downloaded from the SparseZoo.
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