Sentence Pair Classification - HuggingFace — sagemaker 2.199.0 documentation (original) (raw)

sagemaker

This is a supervised sentence pair classification algorithm which supports fine-tuning of many pre-trained models available in Hugging Face. The followingsample notebookdemonstrates 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 2.0.0 2.189.0 HuggingFace
huggingface-spc-bert-base-multilingual-cased True 2.0.0 2.189.0 HuggingFace
huggingface-spc-bert-base-multilingual-uncased True 2.0.0 2.189.0 HuggingFace
huggingface-spc-bert-base-uncased True 2.0.0 2.189.0 HuggingFace
huggingface-spc-bert-large-cased True 2.0.0 2.189.0 HuggingFace
huggingface-spc-bert-large-cased-whole-word-masking True 2.0.0 2.189.0 HuggingFace
huggingface-spc-bert-large-uncased True 2.0.0 2.189.0 HuggingFace
huggingface-spc-bert-large-uncased-whole-word-masking True 2.0.0 2.189.0 HuggingFace
huggingface-spc-distilbert-base-cased True 2.0.0 2.189.0 HuggingFace
huggingface-spc-distilbert-base-multilingual-cased True 2.0.0 2.189.0 HuggingFace
huggingface-spc-distilbert-base-uncased True 2.0.0 2.189.0 HuggingFace
huggingface-spc-distilroberta-base True 2.0.0 2.189.0 HuggingFace
huggingface-spc-roberta-base True 2.0.0 2.189.0 HuggingFace
huggingface-spc-roberta-base-openai-detector True 2.0.0 2.189.0 HuggingFace
huggingface-spc-roberta-large True 2.0.0 2.189.0 HuggingFace
huggingface-spc-roberta-large-openai-detector True 2.0.0 2.189.0 HuggingFace
huggingface-spc-xlm-clm-ende-1024 True 2.0.0 2.189.0 HuggingFace
huggingface-spc-xlm-mlm-ende-1024 True 2.0.0 2.189.0 HuggingFace
huggingface-spc-xlm-mlm-enro-1024 True 2.0.0 2.189.0 HuggingFace
huggingface-spc-xlm-mlm-tlm-xnli15-1024 True 2.0.0 2.189.0 HuggingFace
huggingface-spc-xlm-mlm-xnli15-1024 True 2.0.0 2.189.0 HuggingFace