JumpStart Available Model Table

JumpStart for the SageMaker Python SDK uses model IDs and model versions to access the necessary utilities. This table serves to provide the core material plus some extra information that can be useful in selecting the correct model ID and corresponding parameters.

If you want to automatically use the latest version of the model, use “*” for the model_version attribute. We highly suggest pinning an exact model version however.

Click on the Problem Type to navigate to the source of the model.

Available Models

Model ID

Fine Tunable?

Latest Version

Min SDK Version

Problem Type/Source

catboost-classification-model

True

1.2.1

2.75.0

Classification

catboost-regression-model

True

1.2.1

2.75.0

Regression

huggingface-ner-distilbert-base-cased-finetuned-conll03-english

False

1.1.0

2.75.0

Named Entity Recognition

huggingface-ner-distilbert-base-uncased-finetuned-conll03-english

False

1.1.0

2.75.0

Named Entity Recognition

huggingface-spc-bert-base-cased

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-bert-base-multilingual-cased

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-bert-base-multilingual-uncased

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-bert-base-uncased

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-bert-large-cased

True

1.2.0

2.75.0

Sentence Pair Classification

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

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-bert-large-uncased

True

1.2.0

2.75.0

Sentence Pair Classification

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

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-distilbert-base-cased

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-distilbert-base-multilingual-cased

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-distilbert-base-uncased

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-distilroberta-base

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-roberta-base

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-roberta-base-openai-detector

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-roberta-large

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-roberta-large-openai-detector

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-xlm-clm-ende-1024

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-xlm-mlm-ende-1024

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-xlm-mlm-enro-1024

True

1.2.0

2.75.0

Sentence Pair Classification

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

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-spc-xlm-mlm-xnli15-1024

True

1.2.0

2.75.0

Sentence Pair Classification

huggingface-summarization-bart-large-cnn-samsum

False

1.1.0

2.75.0

Text Summarization

huggingface-summarization-bert-small2bert-small-finetuned-cnn-daily-mail-summarization

False

1.1.0

2.75.0

Text Summarization

huggingface-summarization-bigbird-pegasus-large-arxiv

False

1.1.0

2.75.0

Text Summarization

huggingface-summarization-bigbird-pegasus-large-pubmed

False

1.1.0

2.75.0

Text Summarization

huggingface-summarization-distilbart-cnn-12-6

False

1.1.0

2.75.0

Text Summarization

huggingface-summarization-distilbart-cnn-6-6

False

1.1.0

2.75.0

Text Summarization

huggingface-summarization-distilbart-xsum-1-1

False

1.1.0

2.75.0

Text Summarization

huggingface-summarization-distilbart-xsum-12-3

False

1.1.0

2.75.0

Text Summarization

huggingface-textgeneration-distilgpt2

False

1.1.0

2.75.0

Text Generation

huggingface-textgeneration-gpt2

False

1.1.0

2.75.0

Text Generation

huggingface-translation-opus-mt-en-es

False

1.1.0

2.75.0

Machine Translation

huggingface-translation-opus-mt-en-vi

False

1.1.0

2.75.0

Machine Translation

huggingface-translation-t5-base

False

1.1.0

2.75.0

Machine Translation

huggingface-translation-t5-large

False

1.1.0

2.75.0

Machine Translation

huggingface-translation-t5-small

False

1.1.0

2.75.0

Machine Translation

lightgbm-classification-model

True

1.2.0

2.75.0

Classification

lightgbm-regression-model

True

1.2.0

2.75.0

Regression

mxnet-is-mask-rcnn-fpn-resnet101-v1d-coco

False

1.1.0

2.75.0

Instance Segmentation

mxnet-is-mask-rcnn-fpn-resnet18-v1b-coco

False

1.1.0

2.75.0

Instance Segmentation

mxnet-is-mask-rcnn-fpn-resnet50-v1b-coco

False

1.1.0

2.75.0

Instance Segmentation

mxnet-is-mask-rcnn-resnet18-v1b-coco

False

1.1.0

2.75.0

Instance Segmentation

mxnet-od-faster-rcnn-fpn-resnet101-v1d-coco

False

1.1.0

2.75.0

Object Detection

mxnet-od-faster-rcnn-fpn-resnet50-v1b-coco

False

1.1.0

2.75.0

Object Detection

mxnet-od-faster-rcnn-resnet101-v1d-coco

False

1.1.0

2.75.0

Object Detection

mxnet-od-faster-rcnn-resnet50-v1b-coco

False

1.1.0

2.75.0

Object Detection

mxnet-od-faster-rcnn-resnet50-v1b-voc

False

1.1.0

2.75.0

Object Detection

mxnet-od-ssd-300-vgg16-atrous-coco

True

1.1.0

2.75.0

Object Detection

mxnet-od-ssd-300-vgg16-atrous-voc

True

1.1.0

2.75.0

Object Detection

mxnet-od-ssd-512-mobilenet1-0-coco

True

1.1.0

2.75.0

Object Detection

mxnet-od-ssd-512-mobilenet1-0-voc

True

1.1.0

2.75.0

Object Detection

mxnet-od-ssd-512-resnet50-v1-coco

True

1.1.0

2.75.0

Object Detection

mxnet-od-ssd-512-resnet50-v1-voc

True

1.1.0

2.75.0

Object Detection

mxnet-od-ssd-512-vgg16-atrous-coco

True

1.1.0

2.75.0

Object Detection

mxnet-od-ssd-512-vgg16-atrous-voc

True

1.1.0

2.75.0

Object Detection

mxnet-od-yolo3-darknet53-coco

False

1.1.0

2.75.0

Object Detection

mxnet-od-yolo3-darknet53-voc

False

1.1.0

2.75.0

Object Detection

mxnet-od-yolo3-mobilenet1-0-coco

False

1.1.0

2.75.0

Object Detection

mxnet-od-yolo3-mobilenet1-0-voc

False

1.1.0

2.75.0

Object Detection

mxnet-semseg-fcn-resnet101-ade

True

1.2.0

2.75.0

Semantic Segmentation

mxnet-semseg-fcn-resnet101-coco

True

1.2.0

2.75.0

Semantic Segmentation

mxnet-semseg-fcn-resnet101-voc

True

1.2.0

2.75.0

Semantic Segmentation

mxnet-semseg-fcn-resnet50-ade

True

1.2.0

2.75.0

Semantic Segmentation

mxnet-tcembedding-robertafin-base-uncased

False

1.1.0

2.75.0

Text Embedding

mxnet-tcembedding-robertafin-base-wiki-uncased

False

1.1.0

2.75.0

Text Embedding

mxnet-tcembedding-robertafin-large-uncased

False

1.1.0

2.75.0

Text Embedding

mxnet-tcembedding-robertafin-large-wiki-uncased

False

1.1.0

2.75.0

Text Embedding

pytorch-eqa-bert-base-cased

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-bert-base-multilingual-cased

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-bert-base-multilingual-uncased

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-bert-base-uncased

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-bert-large-cased

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-bert-large-cased-whole-word-masking

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-bert-large-uncased

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-bert-large-uncased-whole-word-masking

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-distilbert-base-cased

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-distilbert-base-multilingual-cased

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-distilbert-base-uncased

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-distilroberta-base

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-roberta-base

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-roberta-base-openai-detector

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-roberta-large

True

1.2.0

2.75.0

Question Answering

pytorch-eqa-roberta-large-openai-detector

True

1.2.0

2.75.0

Question Answering

pytorch-ic-alexnet

True

2.1.0

2.75.0

Image Classification

pytorch-ic-densenet121

True

2.1.0

2.75.0

Image Classification

pytorch-ic-densenet161

True

2.1.0

2.75.0

Image Classification

pytorch-ic-densenet169

True

2.1.0

2.75.0

Image Classification

pytorch-ic-densenet201

True

2.1.0

2.75.0

Image Classification

pytorch-ic-googlenet

True

2.1.0

2.75.0

Image Classification

pytorch-ic-mobilenet-v2

True

2.1.0

2.75.0

Image Classification

pytorch-ic-resnet101

True

2.1.0

2.75.0

Image Classification

pytorch-ic-resnet152

True

2.1.0

2.75.0

Image Classification

pytorch-ic-resnet18

True

2.1.0

2.75.0

Image Classification

pytorch-ic-resnet34

True

2.1.0

2.75.0

Image Classification

pytorch-ic-resnet50

True

2.1.0

2.75.0

Image Classification

pytorch-ic-resnext101-32x8d

True

2.1.0

2.75.0

Image Classification

pytorch-ic-resnext50-32x4d

True

2.1.0

2.75.0

Image Classification

pytorch-ic-shufflenet-v2-x1-0

True

2.1.0

2.75.0

Image Classification

pytorch-ic-squeezenet1-0

True

2.1.0

2.75.0

Image Classification

pytorch-ic-squeezenet1-1

True

2.1.0

2.75.0

Image Classification

pytorch-ic-vgg11

True

2.1.0

2.75.0

Image Classification

pytorch-ic-vgg11-bn

True

2.1.0

2.75.0

Image Classification

pytorch-ic-vgg13

True

2.1.0

2.75.0

Image Classification

pytorch-ic-vgg13-bn

True

2.1.0

2.75.0

Image Classification

pytorch-ic-vgg16

True

2.1.0

2.75.0

Image Classification

pytorch-ic-vgg16-bn

True

2.1.0

2.75.0

Image Classification

pytorch-ic-vgg19

True

2.1.0

2.75.0

Image Classification

pytorch-ic-vgg19-bn

True

2.1.0

2.75.0

Image Classification

pytorch-ic-wide-resnet101-2

True

2.1.0

2.75.0

Image Classification

pytorch-ic-wide-resnet50-2

True

2.1.0

2.75.0

Image Classification

pytorch-od-nvidia-ssd

False

1.0.0

2.75.0

Object Detection

pytorch-od1-fasterrcnn-mobilenet-v3-large-320-fpn

False

1.0.0

2.75.0

Object Detection

pytorch-od1-fasterrcnn-mobilenet-v3-large-fpn

False

1.0.0

2.75.0

Object Detection

pytorch-od1-fasterrcnn-resnet50-fpn

True

1.2.0

2.75.0

Object Detection

sklearn-classification-linear

True

1.1.1

2.75.0

Classification

sklearn-regression-linear

True

1.1.1

2.75.0

Regression

tensorflow-ic-bit-m-r101x1-ilsvrc2012-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-bit-m-r101x1-imagenet21k-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-bit-m-r101x3-ilsvrc2012-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-bit-m-r101x3-imagenet21k-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-bit-m-r50x1-ilsvrc2012-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-bit-m-r50x1-imagenet21k-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-bit-m-r50x3-ilsvrc2012-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-bit-m-r50x3-imagenet21k-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-bit-s-r101x1-ilsvrc2012-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-bit-s-r101x3-ilsvrc2012-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-bit-s-r50x1-ilsvrc2012-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-bit-s-r50x3-ilsvrc2012-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-b0-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-b1-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-b2-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-b3-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-b4-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-b5-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-b6-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-b7-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-lite0-classification-2

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-lite1-classification-2

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-lite2-classification-2

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-lite3-classification-2

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-efficientnet-lite4-classification-2

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-inception-resnet-v2-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-inception-v1-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-inception-v2-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-inception-v3-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-025-128-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-025-160-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-025-192-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-025-224-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-050-128-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-050-160-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-050-192-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-050-224-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-075-128-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-075-160-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-075-192-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-075-224-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-100-128-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-100-160-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-100-192-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v1-100-224-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v2-035-224-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v2-050-224-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v2-075-224-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v2-100-224-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v2-130-224-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-mobilenet-v2-140-224-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-resnet-v1-101-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-resnet-v1-152-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-resnet-v1-50-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-resnet-v2-101-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-resnet-v2-152-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-imagenet-resnet-v2-50-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-resnet-50-classification-1

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-tf2-preview-inception-v3-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-ic-tf2-preview-mobilenet-v2-classification-4

True

1.1.0

2.75.0

Image Classification

tensorflow-icembedding-bit-m-r101x1-ilsvrc2012-featurevector-1

False

1.1.0

2.75.0

Image Embedding

tensorflow-icembedding-bit-m-r101x3-imagenet21k-featurevector-1

False

1.1.0

2.75.0

Image Embedding

tensorflow-icembedding-bit-m-r50x1-ilsvrc2012-featurevector-1

False

1.1.0

2.75.0

Image Embedding

tensorflow-icembedding-bit-m-r50x3-imagenet21k-featurevector-1

False

1.1.0

2.75.0

Image Embedding

tensorflow-icembedding-bit-s-r101x1-ilsvrc2012-featurevector-1

False

1.1.0

2.75.0

Image Embedding

tensorflow-icembedding-bit-s-r101x3-ilsvrc2012-featurevector-1

False

1.1.0

2.75.0

Image Embedding

tensorflow-icembedding-bit-s-r50x1-ilsvrc2012-featurevector-1

False

1.1.0

2.75.0

Image Embedding

tensorflow-icembedding-bit-s-r50x3-ilsvrc2012-featurevector-1

False

1.1.0

2.75.0

Image Embedding

tensorflow-icembedding-efficientnet-b0-featurevector-1

False

1.1.0

2.75.0

Image Embedding

tensorflow-icembedding-efficientnet-b1-featurevector-1

False

1.1.0

2.75.0

Image Embedding

tensorflow-icembedding-efficientnet-b2-featurevector-1

False

1.1.0

2.75.0

Image Embedding

tensorflow-icembedding-efficientnet-b3-featurevector-1

False

1.1.0

2.75.0

Image Embedding

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