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.

Available Models

Model ID

Fine Tunable?

Latest Version

Min SDK Version

catboost-classification-model

True

1.2.0

2.75.0

catboost-regression-model

True

1.2.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

huggingface-spc-bert-base-cased

True

1.2.0

2.75.0

huggingface-spc-bert-base-multilingual-cased

True

1.2.0

2.75.0

huggingface-spc-bert-base-multilingual-uncased

True

1.2.0

2.75.0

huggingface-spc-bert-base-uncased

True

1.2.0

2.75.0

huggingface-spc-bert-large-cased

True

1.2.0

2.75.0

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

True

1.2.0

2.75.0

huggingface-spc-bert-large-uncased

True

1.2.0

2.75.0

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

True

1.2.0

2.75.0

huggingface-spc-distilbert-base-cased

True

1.2.0

2.75.0

huggingface-spc-distilbert-base-multilingual-cased

True

1.2.0

2.75.0

huggingface-spc-distilbert-base-uncased

True

1.2.0

2.75.0

huggingface-spc-distilroberta-base

True

1.2.0

2.75.0

huggingface-spc-roberta-base

True

1.2.0

2.75.0

huggingface-spc-roberta-base-openai-detector

True

1.2.0

2.75.0

huggingface-spc-roberta-large

True

1.2.0

2.75.0

huggingface-spc-roberta-large-openai-detector

True

1.2.0

2.75.0

huggingface-spc-xlm-clm-ende-1024

True

1.2.0

2.75.0

huggingface-spc-xlm-mlm-ende-1024

True

1.2.0

2.75.0

huggingface-spc-xlm-mlm-enro-1024

True

1.2.0

2.75.0

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

True

1.2.0

2.75.0

huggingface-spc-xlm-mlm-xnli15-1024

True

1.2.0

2.75.0

huggingface-summarization-bart-large-cnn-samsum

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

huggingface-summarization-bigbird-pegasus-large-arxiv

False

1.1.0

2.75.0

huggingface-summarization-bigbird-pegasus-large-pubmed

False

1.1.0

2.75.0

huggingface-summarization-distilbart-cnn-12-6

False

1.1.0

2.75.0

huggingface-summarization-distilbart-cnn-6-6

False

1.1.0

2.75.0

huggingface-summarization-distilbart-xsum-1-1

False

1.1.0

2.75.0

huggingface-summarization-distilbart-xsum-12-3

False

1.1.0

2.75.0

huggingface-textgeneration-distilgpt2

False

1.1.0

2.75.0

huggingface-textgeneration-gpt2

False

1.1.0

2.75.0

huggingface-translation-opus-mt-en-es

False

1.1.0

2.75.0

huggingface-translation-opus-mt-en-vi

False

1.1.0

2.75.0

huggingface-translation-t5-base

False

1.1.0

2.75.0

huggingface-translation-t5-large

False

1.1.0

2.75.0

huggingface-translation-t5-small

False

1.1.0

2.75.0

lightgbm-classification-model

True

1.2.0

2.75.0

lightgbm-regression-model

True

1.2.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

True

1.1.0

2.75.0

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

True

1.1.0

2.75.0

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

True

1.1.0

2.75.0

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

True

1.1.0

2.75.0

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

True

1.1.0

2.75.0

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

True

1.1.0

2.75.0

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

True

1.1.0

2.75.0

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

True

1.1.0

2.75.0

mxnet-od-yolo3-darknet53-coco

False

1.1.0

2.75.0

mxnet-od-yolo3-darknet53-voc

False

1.1.0

2.75.0

mxnet-od-yolo3-mobilenet1-0-coco

False

1.1.0

2.75.0

mxnet-od-yolo3-mobilenet1-0-voc

False

1.1.0

2.75.0

mxnet-semseg-fcn-resnet101-ade

True

1.2.0

2.75.0

mxnet-semseg-fcn-resnet101-coco

True

1.2.0

2.75.0

mxnet-semseg-fcn-resnet101-voc

True

1.2.0

2.75.0

mxnet-semseg-fcn-resnet50-ade

True

1.2.0

2.75.0

mxnet-tcembedding-robertafin-base-uncased

False

1.1.0

2.75.0

mxnet-tcembedding-robertafin-base-wiki-uncased

False

1.1.0

2.75.0

mxnet-tcembedding-robertafin-large-uncased

False

1.1.0

2.75.0

mxnet-tcembedding-robertafin-large-wiki-uncased

False

1.1.0

2.75.0

pytorch-eqa-bert-base-cased

True

1.1.0

2.75.0

pytorch-eqa-bert-base-multilingual-cased

True

1.1.0

2.75.0

pytorch-eqa-bert-base-multilingual-uncased

True

1.1.0

2.75.0

pytorch-eqa-bert-base-uncased

True

1.1.0

2.75.0

pytorch-eqa-bert-large-cased

True

1.1.0

2.75.0

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

True

1.1.0

2.75.0

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

True

1.1.0

2.75.0

pytorch-eqa-bert-large-uncased

True

1.1.0

2.75.0

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

True

1.1.0

2.75.0

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

True

1.1.0

2.75.0

pytorch-eqa-distilbert-base-cased

True

1.1.0

2.75.0

pytorch-eqa-distilbert-base-multilingual-cased

True

1.1.0

2.75.0

pytorch-eqa-distilbert-base-uncased

True

1.1.0

2.75.0

pytorch-eqa-distilroberta-base

True

1.1.0

2.75.0

pytorch-eqa-roberta-base

True

1.1.0

2.75.0

pytorch-eqa-roberta-base-openai-detector

True

1.1.0

2.75.0

pytorch-eqa-roberta-large

True

1.1.0

2.75.0

pytorch-eqa-roberta-large-openai-detector

True

1.1.0

2.75.0

pytorch-ic-alexnet

True

2.0.0

2.75.0

pytorch-ic-densenet121

True

2.0.0

2.75.0

pytorch-ic-densenet161

True

2.0.0

2.75.0

pytorch-ic-densenet169

True

2.0.0

2.75.0

pytorch-ic-densenet201

True

2.0.0

2.75.0

pytorch-ic-googlenet

True

2.0.0

2.75.0

pytorch-ic-mobilenet-v2

True

2.0.0

2.75.0

pytorch-ic-resnet101

True

2.0.0

2.75.0

pytorch-ic-resnet152

True

2.0.0

2.75.0

pytorch-ic-resnet18

True

2.0.0

2.75.0

pytorch-ic-resnet34

True

2.0.0

2.75.0

pytorch-ic-resnet50

True

2.0.0

2.75.0

pytorch-ic-resnext101-32x8d

True

2.0.0

2.75.0

pytorch-ic-resnext50-32x4d

True

2.0.0

2.75.0

pytorch-ic-shufflenet-v2-x1-0

True

2.0.0

2.75.0

pytorch-ic-squeezenet1-0

True

2.0.0

2.75.0

pytorch-ic-squeezenet1-1

True

2.0.0

2.75.0

pytorch-ic-vgg11

True

2.0.0

2.75.0

pytorch-ic-vgg11-bn

True

2.0.0

2.75.0

pytorch-ic-vgg13

True

2.0.0

2.75.0

pytorch-ic-vgg13-bn

True

2.0.0

2.75.0

pytorch-ic-vgg16

True

2.0.0

2.75.0

pytorch-ic-vgg16-bn

True

2.0.0

2.75.0

pytorch-ic-vgg19

True

2.0.0

2.75.0

pytorch-ic-vgg19-bn

True

2.0.0

2.75.0

pytorch-ic-wide-resnet101-2

True

2.0.0

2.75.0

pytorch-ic-wide-resnet50-2

True

2.0.0

2.75.0

pytorch-od-nvidia-ssd

False

1.0.0

2.75.0

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

False

1.0.0

2.75.0

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

False

1.0.0

2.75.0

pytorch-od1-fasterrcnn-resnet50-fpn

True

1.1.0

2.75.0

sklearn-classification-linear

True

1.1.0

2.75.0

sklearn-regression-linear

True

1.1.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-b0-classification-1

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-b1-classification-1

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-b2-classification-1

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-b3-classification-1

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-b4-classification-1

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-b5-classification-1

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-b6-classification-1

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-b7-classification-1

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-lite0-classification-2

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-lite1-classification-2

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-lite2-classification-2

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-lite3-classification-2

True

1.0.0

2.75.0

tensorflow-ic-efficientnet-lite4-classification-2

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

tensorflow-ic-resnet-50-classification-1

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

True

1.0.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

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

False

1.1.0

2.75.0

tensorflow-icembedding-efficientnet-b0-featurevector-1

False

1.1.0

2.75.0

tensorflow-icembedding-efficientnet-b1-featurevector-1

False

1.1.0

2.75.0

tensorflow-icembedding-efficientnet-b2-featurevector-1

False

1.1.0

2.75.0

tensorflow-icembedding-efficientnet-b3-featurevector-1

False

1.1.0

2.75.0

tensorflow-icembedding-efficientnet-b6-featurevector-1

False

1.1.0

2.75.0

tensorflow-icembedding-efficientnet-lite0-featurevector-2

False

1.1.0

2.75.0

tensorflow-icembedding-efficientnet-lite1-featurevector-2

False

1.1.0

2.75.0

tensorflow-icembedding-efficientnet-lite2-featurevector-2

False

1.1.0

2.75.0

tensorflow-icembedding-efficientnet-lite3-featurevector-2

False

1.1.0

2.75.0

tensorflow-icembedding-efficientnet-lite4-featurevector-2

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-inception-v1-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-inception-v2-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-inception-v3-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-025-128-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-025-160-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-025-192-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-025-224-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-050-128-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-050-160-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-050-192-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-050-224-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-075-128-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-075-160-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-075-192-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-075-224-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-100-128-featurevector-4

False

1.1.0

2.75.0

tensorflow-icembedding-imagenet-mobilenet-v1-100-160-featurevector-4

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