Sentence Pair Classification - HuggingFace

This is a supervised sentence pair classification algorithm which supports fine-tuning of many pre-trained models available in Hugging Face. The following sample notebook demonstrates how to use the Sagemaker Python SDK for Sentence Pair Classification for using these algorithms.

For detailed documentation please refer Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK

Available Models

Model ID

Fine Tunable?

Latest Version

Min SDK Version

Source

huggingface-spc-bert-base-cased

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-bert-base-multilingual-cased

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-bert-base-multilingual-uncased

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-bert-base-uncased

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-bert-large-cased

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-bert-large-cased-whole-word-masking

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-bert-large-uncased

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-bert-large-uncased-whole-word-masking

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-distilbert-base-cased

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-distilbert-base-multilingual-cased

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-distilbert-base-uncased

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-distilroberta-base

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-roberta-base

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-roberta-base-openai-detector

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-roberta-large

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-roberta-large-openai-detector

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-xlm-clm-ende-1024

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-xlm-mlm-ende-1024

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-xlm-mlm-enro-1024

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-xlm-mlm-tlm-xnli15-1024

True

1.2.3

2.75.0

HuggingFace

huggingface-spc-xlm-mlm-xnli15-1024

True

1.2.3

2.75.0

HuggingFace