AWS SageMaker Jumpstart Models

AWS SageMaker Jumpstart Models

As of 17-Jul-23, AWS Sagemaker has 463 models in its Model Zoo. They call these models as Jumstart Models. What are the capabilities of these models, who are the developer of these models, where these models are hosted in given in the table below.

SNo.	Task Type	Company	Model Description	Model ID
1.	Text Generation	Huggingface	Falcon-40B-Instruct is a 40B parameters causal decoder-only model built by TII based on Falcon-40B and finetuned on a mixture of Baize It is ready-to-use chat/instruct model based on Falcon 40B	Model ID: huggingface-textgeneration-falcon-40b-instruct-bf16
2.	Text Generation	Huggingface	This is a Text Generation model built upon a Transformer model from Hugging Face	Model ID: huggingface-textgeneration-open-llama
3.	Text to Image	StabilityAI	Extend beyond just text-to-image prompting. Stable Diffusion XL offers several ways to modify the images: Inpainting - edit inside the image, Outpainting - extend the image outside of the original image, Image-to-image - prompt a new image using a sourced image.
4.	Text Generation	Cohere	Generative model that responds well with instruction-like prompts. This model provides businesses and enterprises with best quality, performance and accuracy in all generative tasks. And with our intuitive SDK, unlocking the full potential of LLMs for your applications has never been easier.
5.	Text Generation	AI21 Labs	Jurassic-2 Ultra is optimized to follow natural language instructions and context, so there is no need to provide it with any examples.
6.	Text Generation	AI21 Labs
7.	Text Generation	AI21 Labs	Condense lengthy texts into short, easy-to-read bites that remain factually consistent with the source. No prompting needed – simply input the text that needs to be summarized. The model is specifically trained to generate summaries that capture the essence and key ideas of the original text.
8.	Text Generation	AI21 Labs	Get the AI21 Paraphrase model, the top-of-the-line paraphrasing engine, and deploy it in your private environment. The model aims to generate 10 alternative suggestions with every activation. It may return fewer suggestions when rewriting very short texts for which it cannot produce as many as 10 sensible paraphrases.
9.	Text Generation	AI21 Labs	Jurassic-2 Mid is optimized to follow natural language instructions and context, so there is no need to provide it with any examples. Pre-trained language model trained by AI21 Labs on a corpus of web text including natural language and computer programs with recent data - updated to mid 2022. This model has a 8192 token context window (i.e. the length of the prompt + completion should be at most 8192 tokens).
10.	Text Generation	AI21 Labs	Detects and suggests corrections for Grammar, Spelling, Punctuation mistakes, as well as word misuse, and accidental repetition or omission.
11.	Text to Image	StabilityAI	Extend beyond just text-to-image prompting. Stable Diffusion XL offers several ways to modify the images: Inpainting - edit inside the image, Outpainting - extend the image outside of the original image, Image-to-image - prompt a new image using a sourced image.
12.	Text to Image	Stabilityai	This is a text-to-image model from Stability AI and downloaded from HuggingFace It takes a textual description as input and returns a generated image from the description	Model ID: model-txt2img-stabilityai-stable-diffusion-v2-1-base
13.		Huggingface	This is a Text2Text Generation model built upon a T5 model from Hugging Face The deployed model can be used for running inference on any input text	Model ID: huggingface-text2text-flan-t5-xl
14.		Huggingface	This is a Text Generation model built upon a Transformer model from Hugging Face It takes a text string as input and predicts next words in the sequence	Model ID: huggingface-textgeneration1-gpt-j-6b
15.		Huggingface	This is a Text2Text Generation model built upon a T5 model from Hugging Face The deployed model can be used for running inference on any input text	Model ID: huggingface-text2text-flan-ul2-bf16
16.	Text Generation	Pytorch	AlexaTM 20B is a multitask, multilingual, large-scale sequence-to-sequence (seq2seq) model, trained on a mixture of Common Crawl (mC4) and Wikipedia data across 12 languages, using denoising and Causal Language Modeling (CLM) tasks	Model ID: pytorch-textgeneration1-alexa20b
17.	Text Generation	Huggingface	This is a Text Generation model built upon a Transformer model from Hugging Face It takes a text string as input and predicts next words in the sequence	Model ID: huggingface-textgeneration-bloom-1b7
18.	Image Classification	Tensorflow	This is an Image Classification model from TensorFlow Hub It takes an image as input and classifies the image to one of the 1001 classes	Model ID: tensorflow-ic-imagenet-mobilenet-v2-100-224-classification-4
19.	Object Detection	Tensorflow	This is an object detection model from Tensorflow It takes an image as input and returns bounding boxes for the objects in the image	Model ID: tensorflow-od1-ssd-resnet50-v1-fpn-640x640-coco17-tpu-8
20.	Object Detection	Pytorch	This is an object detection model from PyTorch Hub It takes an image as input and returns bounding boxes for the objects in the image	Model ID: pytorch-od1-fasterrcnn-resnet50-fpn
21.	Text Classification	Tensorflow	This is a Text Classification model built upon a Text Embedding model from TensorFlow Hub It takes a text string as input and classifies the input text as either a positive or negative movie review	Model ID: tensorflow-tc-bert-en-uncased-L-12-H-768-A-12-2
22.	Question Answering	Huggingface	This is an Extractive Question Answering model built on a Transformer model from Hugging Face It takes two strings as inputs: the first string is a question and the second string is the context or any text you want to use to find the answer of the question, and it returns a sub-string from the context as an answer to the question	Model ID: huggingface-eqa-distilbert-base-uncased
23.	Zero-Shot Text Classification	Huggingface	This is Zero Shot Text Classification model built on a Transformer model from Hugging Face It can classify sentences in English language It takes a sequence and a list of candidate labels as inputs and predicts score that the sequence is associated with the particular label	Model ID: huggingface-zstc-facebook-bart-large-mnli
24.	Semantic Segmentation	Mxnet	This is an Semantic Segmentation model from Gluon CV It takes an image as input and returns class label for each pixel in the image	Model ID: mxnet-semseg-fcn-resnet101-coco
25.	Sentence Pair Classification	Huggingface	This is a Sentence Pair Classification model built upon a Text Embedding model from Hugging Face It takes a pair of sentences as input and classifies the input pair to ‘entailment’ or ‘no-entailment’	Model ID: huggingface-spc-distilbert-base-uncased
26.	Named Entity Recognition	Huggingface	This is a Named Entity Generation model built upon a Transformer model from Hugging Face It takes a text string as input and predicts named entities in the input text	Model ID: huggingface-ner-distilbert-base-cased-finetuned-conll03-english
27.	Text Summarization	Huggingface	This is a Text Summarization model built upon a Transformer model from Hugging Face It takes a text string as input and returns a summary of the text	Model ID: huggingface-summarization-distilbart-xsum-1-1
28.	Machine Translation	Huggingface	This is a Machine Translation model built upon a Transformer model from Hugging Face It takes a text string as input and predicts its translation	Model ID: huggingface-translation-t5-small
29.	Text Embedding	Tensorflow	This is a Text Embedding model from TensorFlow Hub It takes a text string as input and outputs an embedding vector The Text Embedding model is pre-trained on Wikipedia and BookCorpus datasets	Model ID: tensorflow-tcembedding-bert-en-uncased-L-2-H-128-A-2-2
30.	Text Embedding	Mxnet	This is a Text Embedding model from GluonNLP pre-trained on the decade (2010-2019) of S&P 500 10-K/10-Q reports It takes a text string as input and outputs an embedding vector For pre-training, the entire text of the 10K/Q filing was used, not just the MD&A (Management Discussion and Analysis) section, so as to ensure that a broader context of financial language is captured Embeddings from the pre-trained modelare then used for fine-tuning specific classifiers	Model ID: mxnet-tcembedding-robertafin-base-uncased
31.	Sentence Pair Classification	Tensorflow	This is a Sentence Pair Classification model built upon a Text Embedding model from TensorFlow Hub It takes a pair of sentences as input and classifies the input pair to ‘entailment’ or ‘no-entailment’	Model ID: tensorflow-spc-bert-en-uncased-L-12-H-768-A-12-2
32.	Instance Segmentation	Mxnet	This is an Instance Segmentation model from Gluon CV It detects and delineates each distinct object in the image	Model ID: mxnet-is-mask-rcnn-fpn-resnet101-v1d-coco
33.	Image Embedding	Tensorflow	This is an Image Feature Vector model from TensorFlow Hub It takes an image as input and returns a feature vector (embedding) of the image	Model ID: tensorflow-icembedding-imagenet-mobilenet-v2-100-224-featurevector-4
34.	Image Classification	Pytorch	This is an Image Classification model from PyTorch Hub It takes an image as input and classifies the image to one of the 1000 classes	Model ID: pytorch-ic-mobilenet-v2
35.	Object Detection	Mxnet	This is an object detection model from Gluon CV It takes an image as input and returns bounding boxes for the objects in the image	Model ID: mxnet-od-ssd-512-mobilenet1-0-coco
36.	Object Detection	Tensorflow	This is an object detection model from TensorFlow Hub It takes an image as input and returns bounding boxes for the objects in the image	Model ID: tensorflow-od-ssd-mobilenet-v2-fpnlite-320x320-1
37.	Object Detection	Pytorch	This is an object detection model from PyTorch Hub It takes an image as input and returns bounding boxes for the objects in the image	Model ID: pytorch-od-nvidia-ssd
38.	Image Classification	Tensorflow	This is an Image Classification model from TensorFlow Hub It takes an image as input and classifies the image to one of the 1001 classes	Model ID: tensorflow-ic-imagenet-mobilenet-v2-075-224-classification-4
39.	Image Classification	Tensorflow	Same as above	Model ID: tensorflow-ic-imagenet-mobilenet-v2-050-224-classification-4
40.	Image Classification	Tensorflow	Same as above	Model ID: tensorflow-ic-imagenet-mobilenet-v2-035-224-classification-4
41.	Image Classification	Tensorflow	Same as above	Model ID: tensorflow-ic-imagenet-mobilenet-v2-140-224-classification-4
42.	Image Classification	Tensorflow	Same as above	Model ID: tensorflow-ic-imagenet-mobilenet-v2-130-224-classification-4
43.	Object Detection	Pytorch	This is an object detection model from PyTorch Hub It takes an image as input and returns bounding boxes for the objects in the image	Model ID: pytorch-od1-fasterrcnn-mobilenet-v3-large-320-fpn
44.	Object Detection	Pytorch	Same	Model ID: pytorch-od1-fasterrcnn-mobilenet-v3-large-fpn
45.	Semantic Segmentation	Mxnet	This is an Semantic Segmentation model from Gluon CV It takes an image as input and returns class label for each pixel in the image	Model ID: mxnet-semseg-fcn-resnet101-voc
46.	Semantic Segmentation	Mxnet	Same as above	Model ID: mxnet-semseg-fcn-resnet101-ade
47.	Instance Segmentation	Mxnet	Same as above	Model ID: mxnet-semseg-fcn-resnet50-ade
48.	Image Classification	Pytorch	This is an Image Classification model from PyTorch Hub It takes an image as input and classifies the image to one of the 1000 classes	Model ID: pytorch-ic-resnet18
49.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-resnet34
50.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-resnet50
51.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-resnet101
52.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-resnet152
53.	Object Detection	Mxnet	This is an object detection model from Gluon CV It takes an image as input and returns bounding boxes for the objects in the image	Model ID: mxnet-od-ssd-512-mobilenet1-0-voc
54.	Object Detection	Mxnet	Same	Model ID: mxnet-od-ssd-512-resnet50-v1-coco
55.	Object Detection	Mxnet	Same	Model ID: mxnet-od-ssd-512-resnet50-v1-voc
56.	Object Detection	Mxnet	Same	Model ID: mxnet-od-ssd-300-vgg16-atrous-coco
57.	Object Detection	Mxnet	Same	Model ID: mxnet-od-ssd-300-vgg16-atrous-voc
58.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-efficientdet-d0-512x512-coco17-tpu-8
59.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-efficientdet-d1-640x640-coco17-tpu-8
60.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-efficientdet-d2-768x768-coco17-tpu-8
61.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-efficientdet-d3-896x896-coco17-tpu-32
62.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-mobilenet-v1-fpn-640x640-coco17-tpu-8
63.	Instance Segmentation	Mxnet	This is an Instance Segmentation model from Gluon CV It detects and delineates each distinct object in the image	Model ID: mxnet-is-mask-rcnn-fpn-resnet50-v1b-coco
64.	Instance Segmentation	Mxnet	Same	Model ID: mxnet-is-mask-rcnn-fpn-resnet18-v1b-coco
65.		Mxnet	Same	Model ID: mxnet-is-mask-rcnn-resnet18-v1b-coco
66.	Image Embedding	Tensorflow	This is an Image Feature Vector model from TensorFlow Hub It takes an image as input and returns a feature vector (embedding) of the image	Model ID: tensorflow-icembedding-imagenet-mobilenet-v2-075-224-featurevector-4
67.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v2-050-224-featurevector-4
68.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v2-035-224-featurevector-4
69.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v2-140-224-featurevector-4
70.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v2-130-224-featurevector-4
71.	Object Detection	Tensorflow	This is an object detection model from TensorFlow Hub It takes an image as input and returns bounding boxes for the objects in the image	Model ID: tensorflow-od-ssd-mobilenet-v2-fpnlite-640x640-1
72.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-ssd-mobilenet-v2-2
73.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-ssd-mobilenet-v1-fpn-640x640-1
74.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-faster-rcnn-resnet50-v1-640x640-1
75.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-faster-rcnn-resnet50-v1-800x1333-1
76.	Zero-Shot Text Classification	Huggingface	This is Zero Shot Text Classification model built on a Transformer model from Hugging Face It can classify sentences in English language It takes a sequence and a list of candidate labels as inputs and predicts score that the sequence is associated with the particular label	Model ID: huggingface-zstc-narsil-deberta-large-mnli-zero-cls
77.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-moritzlaurer-deberta-v3-large-mnli-fever-anli-ling-wanli
78.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-cross-encoder-nli-distilroberta-base
79.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-recognai-bert-base-spanish-wwm-cased-xnli
80.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7
81.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-cross-encoder-nli-roberta-base
82.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-cross-encoder-nli-deberta-base
83.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-cross-encoder-nli-minilm2-l6-h768
84.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-recognai-zeroshot-selectra-medium
85.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-navteca-bart-large-mnli
86.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-jiva-xlm-roberta-large-it-mnli
87.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-digitalepidemiologylab-covid-twitter-bert-v2-mnli
88.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-recognai-zeroshot-selectra-small
89.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-distilbert-base-turkish-cased-snli-tr
90.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-bert-base-turkish-cased-allnli-tr
91.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-bert-base-turkish-cased-snli-tr
92.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-bert-base-multilingual-cased-allnli-tr
93.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-narsil-bart-large-mnli-opti
94.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-allnli-tr
95.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-lighteternal-nli-xlm-r-greek
96.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-distilbert-base-turkish-cased-allnli-tr
97.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-bert-base-multilingual-cased-multinli-tr
98.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-eleldar-theme-classification
99.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-bert-base-turkish-cased-multinli-tr
100.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-bert-base-multilingual-cased-snli-tr
101.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-multinli-tr
102.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-distilbert-base-turkish-cased-multinli-tr
103.	Zero-Shot Text Classification	Huggingface	Same	Model ID: huggingface-zstc-emrecan-convbert-base-turkish-mc4-cased-snli-tr
104.	Image Classification	Tensorflow	This is an Image Classification model from TensorFlow Hub It takes an image as input and classifies the image to one of the 1001 classes	Model ID: tensorflow-ic-tf2-preview-mobilenet-v2-classification-4
105.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-inception-v3-classification-4
106.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-inception-v2-classification-4
107.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-inception-v1-classification-4
108.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-tf2-preview-inception-v3-classification-4
109.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-inception-resnet-v2-classification-4
110.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-resnet-v2-50-classification-4
111.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-resnet-v2-101-classification-4
112.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-resnet-v2-152-classification-4
113.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-resnet-v1-50-classification-4
114.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-resnet-v1-101-classification-4
115.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-resnet-v1-152-classification-4
116.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-resnet-50-classification-1
117.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-b0-classification-1
118.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-b1-classification-1
119.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-b2-classification-1
120.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-b3-classification-1
121.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-b4-classification-1
122.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-b5-classification-1
123.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-b6-classification-1
124.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-b7-classification-1
125.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-lite0-classification-2
126.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-lite1-classification-2
127.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-lite2-classification-2
128.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-lite3-classification-2
129.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-efficientnet-lite4-classification-2
130.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-100-224-classification-4
131.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-100-192-classification-4
132.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-100-160-classification-4
133.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-100-128-classification-4
134.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-075-224-classification-4
135.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-075-192-classification-4
136.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-075-160-classification-4
137.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-075-128-classification-4
138.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-050-224-classification-4
139.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-050-192-classification-4
140.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-050-160-classification-4
141.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-050-128-classification-4
142.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-025-224-classification-4
143.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-025-192-classification-4
144.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-025-160-classification-4
145.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-imagenet-mobilenet-v1-025-128-classification-4
146.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-s-r50x1-ilsvrc2012-classification-1
147.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-s-r50x3-ilsvrc2012-classification-1
148.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-s-r101x1-ilsvrc2012-classification-1
149.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-s-r101x3-ilsvrc2012-classification-1
150.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-m-r50x1-ilsvrc2012-classification-1
151.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-m-r50x3-ilsvrc2012-classification-1
152.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-m-r101x1-ilsvrc2012-classification-1
153.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-m-r101x3-ilsvrc2012-classification-1
154.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-m-r50x1-imagenet21k-classification-1
155.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-m-r50x3-imagenet21k-classification-1
156.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-m-r101x1-imagenet21k-classification-1
157.	Image Classification	Tensorflow	Same	Model ID: tensorflow-ic-bit-m-r101x3-imagenet21k-classification-1
158.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-alexnet
159.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-densenet121
160.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-densenet169
161.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-densenet201
162.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-densenet161
163.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-resnext50-32x4d
164.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-resnext101-32x8d
165.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-shufflenet-v2-x1-0
166.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-squeezenet1-0
167.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-squeezenet1-1
168.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-vgg11
169.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-vgg11-bn
170.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-vgg13
171.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-vgg13-bn
172.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-vgg16
173.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-vgg16-bn
174.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-vgg19
175.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-vgg19-bn
176.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-wide-resnet50-2
177.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-wide-resnet101-2
178.	Image Classification	Pytorch	Same	Model ID: pytorch-ic-googlenet
179.	Object Detection	Mxnet	This is an object detection model from Gluon CV It takes an image as input and returns bounding boxes for the objects in the image	Model ID: mxnet-od-ssd-512-vgg16-atrous-coco
180.	Object Detection	Mxnet	Same	Model ID: mxnet-od-ssd-512-vgg16-atrous-voc
181.	Object Detection	Mxnet	Same	Model ID: mxnet-od-yolo3-darknet53-voc
182.	Object Detection	Mxnet	Same	Model ID: mxnet-od-yolo3-mobilenet1-0-voc
183.	Object Detection	Mxnet	Same	Model ID: mxnet-od-yolo3-darknet53-coco
184.	Object Detection	Mxnet	Same	Model ID: mxnet-od-yolo3-mobilenet1-0-coco
185.	Object Detection	Mxnet	Same	Model ID: mxnet-od-faster-rcnn-resnet50-v1b-voc
186.	Object Detection	Mxnet	Same	Model ID: mxnet-od-faster-rcnn-resnet50-v1b-coco
187.	Object Detection	Mxnet	Same	Model ID: mxnet-od-faster-rcnn-resnet101-v1d-coco
188.	Object Detection	Mxnet	Same	Model ID: mxnet-od-faster-rcnn-fpn-resnet50-v1b-coco
189.	Object Detection	Mxnet	Same	Model ID: mxnet-od-faster-rcnn-fpn-resnet101-v1d-coco
190.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-mobilenet-v2-fpnlite-320x320-coco17-tpu-8
191.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-mobilenet-v2-fpnlite-640x640-coco17-tpu-8
192.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-resnet50-v1-fpn-1024x1024-coco17-tpu-8
193.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-resnet101-v1-fpn-640x640-coco17-tpu-8
194.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-resnet101-v1-fpn-1024x1024-coco17-tpu-8
195.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-resnet152-v1-fpn-640x640-coco17-tpu-8
196.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od1-ssd-resnet152-v1-fpn-1024x1024-coco17-tpu-8
197.	Image Embedding	Tensorflow	This is an Image Feature Vector model from TensorFlow Hub It takes an image as input and returns a feature vector (embedding) of the image	Model ID: tensorflow-icembedding-imagenet-inception-v3-featurevector-4
198.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-inception-v2-featurevector-4
199.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-inception-v1-featurevector-4
200.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-tf2-preview-inception-v3-featurevector-4
201.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-tf2-preview-mobilenet-v2-featurevector-4
202.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-resnet-v2-50-featurevector-4
203.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-resnet-v2-101-featurevector-4
204.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-resnet-v2-152-featurevector-4
205.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-resnet-v1-50-featurevector-4
206.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-resnet-v1-101-featurevector-4
207.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-resnet-v1-152-featurevector-4
208.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-resnet-50-featurevector-1
209.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-efficientnet-b0-featurevector-1
210.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-efficientnet-b1-featurevector-1
211.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-efficientnet-b2-featurevector-1
212.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-efficientnet-b3-featurevector-1
213.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-efficientnet-b6-featurevector-1
214.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-efficientnet-lite0-featurevector-2
215.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-efficientnet-lite1-featurevector-2
216.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-efficientnet-lite2-featurevector-2
217.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-efficientnet-lite3-featurevector-2
218.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-efficientnet-lite4-featurevector-2
219.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-100-224-featurevector-4
220.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-100-192-featurevector-4
221.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-100-160-featurevector-4
222.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-100-128-featurevector-4
223.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-075-224-featurevector-4
224.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-075-192-featurevector-4
225.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-075-160-featurevector-4
226.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-075-128-featurevector-4
227.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-050-224-featurevector-4
228.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-050-192-featurevector-4
229.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-050-160-featurevector-4
230.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-050-128-featurevector-4
231.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-025-224-featurevector-4
232.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-025-192-featurevector-4
233.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-025-160-featurevector-4
234.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-imagenet-mobilenet-v1-025-128-featurevector-4
235.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-bit-s-r50x1-ilsvrc2012-featurevector-1
236.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-bit-s-r50x3-ilsvrc2012-featurevector-1
237.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-bit-s-r101x1-ilsvrc2012-featurevector-1
238.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-bit-s-r101x3-ilsvrc2012-featurevector-1
239.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-bit-m-r50x1-ilsvrc2012-featurevector-1
240.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-bit-m-r50x3-imagenet21k-featurevector-1
241.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-bit-m-r101x1-ilsvrc2012-featurevector-1
242.	Image Embedding	Tensorflow	Same	Model ID: tensorflow-icembedding-bit-m-r101x3-imagenet21k-featurevector-1
243.	Object Detection	Tensorflow	This is an object detection model from TensorFlow Hub It takes an image as input and returns bounding boxes for the objects in the image	Model ID: tensorflow-od-faster-rcnn-resnet50-v1-1024x1024-1
244.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-faster-rcnn-resnet101-v1-640x640-1
245.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-faster-rcnn-resnet101-v1-800x1333-1
246.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-faster-rcnn-resnet101-v1-1024x1024-1
247.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-faster-rcnn-resnet152-v1-640x640-1
248.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-faster-rcnn-resnet152-v1-800x1333-1
249.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-faster-rcnn-resnet152-v1-1024x1024-1
250.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-faster-rcnn-inception-resnet-v2-640x640-1
251.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-faster-rcnn-inception-resnet-v2-1024x1024-1
252.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-efficientdet-d0-1
253.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-efficientdet-d1-1
254.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-efficientdet-d2-1
255.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-efficientdet-d3-1
256.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-efficientdet-d4-1
257.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-efficientdet-d5-1
258.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-retinanet-resnet50-v1-fpn-640x640-1
259.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-retinanet-resnet50-v1-fpn-1024x1024-1
260.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-retinanet-resnet101-v1-fpn-640x640-1
261.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-retinanet-resnet101-v1-fpn-1024x1024-1
262.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-retinanet-resnet152-v1-fpn-640x640-1
263.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-retinanet-resnet152-v1-fpn-1024x1024-1
264.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-centernet-hourglass-512x512-1
265.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-centernet-hourglass-512x512-kpts-1
266.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-centernet-hourglass-1024x1024-1
267.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-centernet-hourglass-1024x1024-kpts-1
268.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-centernet-resnet50v1-fpn-512x512-1
269.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-centernet-resnet50v1-fpn-512x512-kpts-1
270.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-centernet-resnet50v2-512x512-1
271.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-centernet-resnet50v2-512x512-kpts-1
272.	Object Detection	Tensorflow	Same	Model ID: tensorflow-od-centernet-resnet101v1-fpn-512x512-1
273.	Text Classification	Tensorflow	This is a Text Classification model built upon a Text Embedding model from TensorFlow Hub It takes a text string as input and classifies the input text as either a positive or negative movie review	Model ID: tensorflow-tc-bert-en-cased-L-12-H-768-A-12-2
274.	Text Classification	Tensorflow	Same	Model ID: tensorflow-tc-bert-multi-cased-L-12-H-768-A-12-2
275.	Text Classification	Tensorflow	Same	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-2-H-128-A-2
276.	Text Classification	Tensorflow	Same	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-2-H-256-A-4
277.	Text Classification	Tensorflow	Same	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-2-H-512-A-8
278.	Question Answering	Huggingface	This is an Extractive Question Answering model built on a Transformer model from Hugging Face It takes two strings as inputs: the first string is a question and the second string is the context or any text you want to use to find the answer of the question, and it returns a sub-string from the context as an answer to the question	Model ID: huggingface-eqa-distilbert-base-cased
279.	Question Answering	Huggingface	Same	Model ID: huggingface-eqa-distilbert-base-multilingual-cased
280.	Question Answering	Huggingface	Same	Model ID: huggingface-eqa-bert-base-uncased
281.	Question Answering	Huggingface	Same	Model ID: huggingface-eqa-bert-base-cased
282.	Question Answering	Huggingface	Same	Model ID: huggingface-eqa-bert-base-multilingual-uncased
283.	Sentence Pair Classification	Tensorflow	This is a Sentence Pair Classification model built upon a Text Embedding model from TensorFlow Hub It takes a pair of sentences as input and classifies the input pair to ‘entailment’ or ‘no-entailment’	Model ID: tensorflow-spc-bert-en-cased-L-12-H-768-A-12-2
284.	Sentence Pair Classification	Tensorflow	Same	Model ID: tensorflow-spc-bert-multi-cased-L-12-H-768-A-12-2
285.	Sentence Pair Classification	Tensorflow	Same	Model ID: tensorflow-spc-bert-en-uncased-L-24-H-1024-A-16-2
286.	Sentence Pair Classification	Tensorflow	Same	Model ID: tensorflow-spc-electra-small-1
287.	Sentence Pair Classification	Tensorflow	Same	Model ID: tensorflow-spc-electra-base-1
288.	Sentence Pair Classification	Huggingface	Same	Model ID: huggingface-spc-distilbert-base-cased
289.	Sentence Pair Classification	Huggingface	Same	Model ID: huggingface-spc-distilbert-base-multilingual-cased
290.	Sentence Pair Classification	Huggingface	Same	Model ID: huggingface-spc-bert-base-uncased
291.	Sentence Pair Classification	Huggingface	Same	Model ID: huggingface-spc-bert-base-cased
292.	Sentence Pair Classification	Huggingface	Same	Model ID: huggingface-spc-bert-base-multilingual-uncased
293.	Named Entity Recognition	Huggingface	This is a Named Entity Generation model built upon a Transformer model from Hugging Face It takes a text string as input and predicts named entities in the input text	Model ID: huggingface-ner-distilbert-base-uncased-finetuned-conll03-english
294.	Text Generation	Huggingface	Same	Model ID: huggingface-textgeneration-bloom-1b1
295.	Text Generation	Huggingface	Same	Model ID: huggingface-textgeneration-bloom-560m
296.	Text Generation	Huggingface	Same	Model ID: huggingface-textgeneration-gpt2
297.	Text Generation	Huggingface	Same	Model ID: huggingface-textgeneration-distilgpt2
298.	Text Summarization	Huggingface	This is a Text Summarization model built upon a Transformer model from Hugging Face It takes a text string as input and returns a summary of the text	Model ID: huggingface-summarization-bert-small2bert-small-finetuned-cnn-daily-mail-summarization
299.	Text Summarization	Huggingface	Same	Model ID: huggingface-summarization-distilbart-cnn-6-6
300.	Text Summarization	Huggingface	Same	Model ID: huggingface-summarization-distilbart-xsum-12-3
301.	Text Summarization	Huggingface	Same	Model ID: huggingface-summarization-distilbart-cnn-12-6
302.	Text Summarization	Huggingface	Same	Model ID: huggingface-summarization-bart-large-cnn-samsum
303.	Machine Translation	Huggingface	This is a Machine Translation model built upon a Transformer model from Hugging Face It takes a text string as input and predicts its translation	Model ID: huggingface-translation-t5-base
304.	Machine Translation	Huggingface	Same	Model ID: huggingface-translation-t5-large
305.	Machine Translation	Huggingface	Same	Model ID: huggingface-translation-opus-mt-en-es
306.	Machine Translation	Huggingface	Same	Model ID: huggingface-translation-opus-mt-en-vi
307.	Text Embedding	Tensorflow	This is a Text Embedding model from TensorFlow Hub It takes a text string as input and outputs an embedding vector The Text Embedding model is pre-trained on Wikipedia and BookCorpus datasets	Model ID: tensorflow-tcembedding-bert-en-uncased-L-2-H-256-A-4
308.	Text Embedding	Tensorflow	same	Model ID: tensorflow-tcembedding-bert-en-uncased-L-2-H-512-A-8-2
309.	Text Embedding	Tensorflow	same	Model ID: tensorflow-tcembedding-bert-en-uncased-L-2-H-768-A-12-2
310.	Text to Image	Stabilityai	This is a text-to-image model from Stability AI and downloaded from HuggingFace It takes a textual description as input and returns a generated image from the description	Model ID: model-txt2img-stabilityai-stable-diffusion-v2
311.	Text Embedding	Tensorflow	This is a Text Embedding model from TensorFlow Hub It takes a text string as input and outputs an embedding vector The Text Embedding model is pre-trained on Wikipedia and BookCorpus datasets	Model ID: tensorflow-tcembedding-bert-en-uncased-L-4-H-128-A-2-2
312.	Text Embedding	Tensorflow	Same	Model ID: tensorflow-tcembedding-bert-en-uncased-L-4-H-256-A-4-2
313.	Text Embedding	Mxnet	Same	Model ID: mxnet-tcembedding-robertafin-base-wiki-uncased
314.	Text Embedding	Mxnet	Same	Model ID: mxnet-tcembedding-robertafin-large-uncased
315.	Text Embedding	Mxnet	Same	Model ID: mxnet-tcembedding-robertafin-large-wiki-uncased
316.	Text Classification	Tensorflow	This is a Text Classification model built upon a Text Embedding model from TensorFlow Hub It takes a text string as input and classifies the input text as either a positive or negative movie review	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-2-H-768-A-12
317.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-4-H-128-A-2
318.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-4-H-256-A-4
319.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-4-H-512-A-8
320.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-4-H-768-A-12
321.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-6-H-128-A-2
322.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-6-H-256-A-4
323.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-6-H-512-A-8
324.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-6-H-768-A-12
325.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-8-H-128-A-2
326.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-8-H-256-A-4
327.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-8-H-512-A-8
328.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-8-H-768-A-12
329.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-10-H-128-A-2
330.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-10-H-256-A-4
331.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-10-H-512-A-8
332.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-10-H-768-A-12
333.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-12-H-128-A-2
334.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-12-H-256-A-4
335.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-12-H-512-A-8
336.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-small-bert-bert-en-uncased-L-12-H-768-A-12
337.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-bert-en-uncased-L-24-H-1024-A-16-2
338.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-bert-en-cased-L-24-H-1024-A-16-2
339.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-bert-en-wwm-uncased-L-24-H-1024-A-16-2
340.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-bert-en-wwm-cased-L-24-H-1024-A-16-2
341.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-albert-en-base
342.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-electra-small-1
343.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-electra-base-1
344.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-experts-bert-wiki-books-1
345.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-experts-bert-pubmed-1
346.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-talking-heads-base
347.	Text Classification	Tensorflow	Same as above	Model ID: tensorflow-tc-talking-heads-large
348.	Question Answering	Huggingface	This is an Extractive Question Answering model built on a Transformer model from Hugging Face It takes two strings as inputs: the first string is a question and the second string is the context or any text you want to use to find the answer of the question, and it returns a sub-string from the context as an answer to the question	Model ID: huggingface-eqa-bert-base-multilingual-cased
349.	Question Answering	Huggingface	Same as above	Model ID: huggingface-eqa-bert-large-uncased
350.	Question Answering	Huggingface	Same as above	Model ID: huggingface-eqa-bert-large-cased
351.	Question Answering	Huggingface	Same as above	Model ID: huggingface-eqa-bert-large-uncased-whole-word-masking
352.	Question Answering	Huggingface	Same as above	Model ID: huggingface-eqa-bert-large-cased-whole-word-masking
353.	Question Answering	Huggingface	Same as above	Model ID: huggingface-eqa-distilroberta-base
354.	Question Answering	Huggingface	Same as above	Model ID: huggingface-eqa-roberta-base
355.	Question Answering	Huggingface	Same as above	Model ID: huggingface-eqa-roberta-base-openai-detector
356.	Question Answering	Huggingface	Same as above	Model ID: huggingface-eqa-roberta-large
357.	Sentence Pair Classification	Tensorflow	This is a Sentence Pair Classification model built upon a Text Embedding model from TensorFlow Hub It takes a pair of sentences as input and classifies the input pair to ‘entailment’ or ‘no-entailment’	Model ID: tensorflow-spc-bert-en-wwm-uncased-L-24-H-1024-A-16-2
358.	Sentence Pair Classification	Tensorflow	Same as above	Model ID: tensorflow-spc-bert-en-wwm-cased-L-24-H-1024-A-16-2
359.	Sentence Pair Classification	Tensorflow	Same as above	Model ID: tensorflow-spc-experts-bert-wiki-books-1
360.	Sentence Pair Classification	Tensorflow	Same as above	Model ID: tensorflow-spc-experts-bert-pubmed-1
361.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-bert-base-multilingual-cased
362.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-bert-large-uncased
363.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-bert-large-cased
364.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-bert-large-uncased-whole-word-masking
365.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-bert-large-cased-whole-word-masking
366.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-distilroberta-base
367.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-roberta-base
368.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-roberta-base-openai-detector
369.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-roberta-large
370.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-roberta-large-openai-detector
371.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-xlm-mlm-ende-1024
372.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-xlm-mlm-enro-1024
373.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-xlm-mlm-xnli15-1024
374.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-xlm-mlm-tlm-xnli15-1024
375.	Sentence Pair Classification	Huggingface	Same as above	Model ID: huggingface-spc-xlm-clm-ende-1024
376.	Text Summarization	Huggingface	This is a Text Summarization model built upon a Transformer model from Hugging Face It takes a text string as input and returns a summary of the text	Model ID: huggingface-summarization-bigbird-pegasus-large-arxiv
377.	Text Summarization	Huggingface	Same as above	Model ID: huggingface-summarization-bigbird-pegasus-large-pubmed
378.	Text Embedding	Tensorflow	This is a Text Embedding model from TensorFlow Hub It takes a text string as input and outputs an embedding vector The Text Embedding model is pre-trained on Wikipedia and BookCorpus datasets	Model ID: tensorflow-tcembedding-bert-en-uncased-L-4-H-512-A-8-2
379.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-4-H-768-A-12-2
380.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-6-H-128-A-2-2
381.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-6-H-256-A-4
382.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-6-H-512-A-8-2
383.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-6-H-768-A-12-2
384.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-8-H-256-A-4-2
385.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-8-H-512-A-8-2
386.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-8-H-768-A-12-2
387.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-10-H-128-A-2-2
388.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-10-H-256-A-4-2
389.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-10-H-512-A-8-2
390.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-10-H-768-A-12-2
391.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-12-H-128-A-2-2
392.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-12-H-256-A-4
393.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-12-H-512-A-8-2
394.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-2
395.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-en-uncased-L-12-H-768-A-12-4
396.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-wiki-books-sst2
397.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-bert-wiki-books-mnli-2
398.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-large-1
399.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-universal-sentence-encoder-cmlm-en-base-1
400.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-talkheads-ggelu-bert-en-base-2
401.	Text Embedding	Tensorflow	Same as above	Model ID: tensorflow-tcembedding-talkheads-ggelu-bert-en-large-2
402.	Tabular Classification		This is the LightGBM algorithm for tabular classification task LightGBM is a gradient boosting framework that uses tree based learning algorithms	Model ID: lightgbm-classification-model
403.	Tabular Classification	Catboost	This is the CatBoost algorithm for tabular classification task CatBoost is a machine learning algorithm that uses gradient boosting on decision trees	Model ID: catboost-classification-model
404.	Tabular Classification		This is the AutoGluon-Tabular algorithm for tabular classification task AutoGluon-Tabular is an open-source AutoML framework that trains highly accurate machine learning models on an unprocessed tabular dataset Unlike existing AutoML frameworks that primarily focus on model/hyperparameter selection, AutoGluon-Tabular succeeds by ensembling multiple models and stacking them in multiple layers	Model ID: autogluon-classification-ensemble
405.	Tabular Classification		This is the TabTransformer algorithm for tabular classification task TabTransformer is a deep tabular data modeling architecture that built upon self-attention based Transformers	Model ID: pytorch-tabtransformerclassification-model
406.	Tabular Classification	Sklearn	This is the scikit-learn linear algorithm for tabular classification task Linear Classification is a linear approach to classify data into labels (targets) based on a linear combination of its input features (predictors)	Model ID: sklearn-classification-linear
407.	Tabular Classification	Xgboost	This is the XGBoost algorithm for tabular classification task XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable It implements machine learning algorithms under the Gradient Boosting framework	Model ID: xgboost-classification-model
408.	Tabular Regression		This is the LightGBM algorithm for tabular regression task LightGBM is a gradient boosting framework that uses tree based learning algorithms	Model ID: lightgbm-regression-model
409.	Tabular Regression	Catboost	This is the CatBoost algorithm for tabular regression task CatBoost is a machine learning algorithm that uses gradient boosting on decision trees	Model ID: catboost-regression-model
410.	Tabular Regression		This is the AutoGluon-Tabular algorithm for tabular regression task AutoGluon-Tabular is an open-source AutoML framework that trains highly accurate machine learning models on an unprocessed tabular dataset Unlike existing AutoML frameworks that primarily focus on model/hyperparameter selection, AutoGluon-Tabular succeeds by ensembling multiple models and stacking them in multiple layers	Model ID: autogluon-regression-ensemble
411.	Tabular Regression		This is the TabTransformer algorithm for tabular regression task TabTransformer is a deep tabular data modeling architecture that built upon self-attention based Transformers	Model ID: pytorch-tabtransformerregression-model
412.	Tabular Regression	Sklearn	This is the scikit-learn linear algorithm for tabular regression task Linear Regression is a linear approach for modelling the relationship between a scalar response and one or more explanatory variables	Model ID: sklearn-regression-linear
413.	Tabular Regression	Xgboost	This is the XGBoost algorithm for tabular regression task XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable It implements machine learning algorithms under the Gradient Boosting framework	Model ID: xgboost-regression-model
414.	Question Answering	Pytorch	This is a Extractive Question Answering model built upon a Text Embedding model from PyTorch Hub It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question	Model ID: pytorch-eqa-distilbert-base-uncased
415.	Question Answering	Pytorch	Same as above	Model ID: pytorch-eqa-bert-large-uncased-whole-word-masking
416.	Question Answering	Pytorch	Same as above	Model ID: pytorch-eqa-bert-large-uncased
417.	Question Answering	Pytorch	Same as above	Model ID: pytorch-eqa-bert-large-cased
418.	Question Answering	Pytorch	Same as above	Model ID: pytorch-eqa-roberta-base
419.	Question Answering	Pytorch	Same as above	Model ID: pytorch-eqa-distilbert-base-multilingual-cased
420.	Object detection	SageMaker	Identify birds species in a scene using a SageMaker object detection model.
421.	Question Answering	Pytorch	This is a Extractive Question Answering model built upon a Text Embedding model from PyTorch Hub It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question	Model ID: pytorch-eqa-distilroberta-base
422.	Audio Embedding	Tensorflow	This is an audio embedding model from Tensorflow Hub It takes a wav (audio file format) file as input and outputs an embedding vector	Model ID: tensorflow-audioembedding-trill-distilled-3
423.	Question Answering	Pytorch	This is a Extractive Question Answering model built upon a Text Embedding model from PyTorch Hub It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question	Model ID: pytorch-eqa-roberta-large-openai-detector
424.	Object detection	SageMaker	Identify defective regions in product images either by training an object detection model from scratch or fine-tuning pretrained SageMaker models.
425.	Audio Embedding	Tensorflow	This is an audio embedding model from Tensorflow Hub It takes a wav (audio file format) file as input and outputs an embedding vector	Model ID: tensorflow-audioembedding-trillsson2-1
426.	Tabular classification	SageMaker	Automatically detect potentially fraudulent activity in transactions using SageMaker XGBoost with the over-sampling technique Synthetic Minority Over-sampling (SMOTE).
427.	Feature importance using shap	SageMaker
428.	Question Answering	Pytorch	This is a Extractive Question Answering model built upon a Text Embedding model from PyTorch Hub It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question	Model ID: pytorch-eqa-distilbert-base-cased
429.	Graph neural network classification	SageMaker	Detect fraud in financial transactions by training a graph convolutional network with the deep graph library and a SageMaker XGBoost model.
430.	Tabular classification	SageMaker	Classify financial payments based on transaction information using SageMaker XGBoost. Use this solution template as an intermediate step in fraud detection, personalization, or anomaly detection.
431.	Tabular classification	SageMaker	Identify unhappy mobile phone customers using SageMaker XGBoost.
432.	Question Answering	Pytorch	This is a Extractive Question Answering model built upon a Text Embedding model from PyTorch Hub It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question	Model ID: pytorch-eqa-bert-base-cased
433.	RL	SageMaker	Distributed reinforcement learning starter kit for NeurIPS 2020 Procgen Reinforcement learning challenge.
434.	Question Answering	Pytorch	This is a Extractive Question Answering model built upon a Text Embedding model from PyTorch Hub It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question	Model ID: pytorch-eqa-bert-large-cased-whole-word-masking-finetuned-squad
435.	Tabular classification	SageMaker
436.	RL	SageMaker
437.	Entity resolution	SageMaker
438.	Tabular classification	SageMaker
439.	Tabular and text classification	SageMaker
440.	Text classification	SageMaker	Anonymize text to better preserve user privacy in sentiment classification.
441.	Tabular, image, and text classification.	SageMaker
442.	Tabular classification	SageMaker
443.	Text to Image	Stabilityai	This is a text-to-image model from Stability AI and downloaded from HuggingFace It takes a textual description as input and returns a generated image from the description	Model ID: model-txt2img-stabilityai-stable-diffusion-v2-fp16
444.	Text to Image	Stabilityai	Same	Model ID: model-txt2img-stabilityai-stable-diffusion-v1-4-fp16
445.	ext to Image	Stabilityai	Same	Model ID: model-txt2img-stabilityai-stable-diffusion-v1-4
446.	Question Answering	Pytorch	This is a Extractive Question Answering model built upon a Text Embedding model from PyTorch Hub It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question	Model ID: pytorch-eqa-bert-base-multilingual-cased
447.	Question Answering	Pytorch	This is a Extractive Question Answering model built upon a Text Embedding model from PyTorch Hub It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question	Model ID: pytorch-eqa-roberta-large
448.	Audio Embedding	Tensorflow	This is an audio embedding model from Tensorflow Hub It takes a wav (audio file format) file as input and outputs an embedding vector	Model ID: tensorflow-audioembedding-frill-1
449.	Audio Embedding	Tensorflow	Same	Model ID: tensorflow-audioembedding-trillsson3-1
450.	Audio Embedding	Tensorflow	Same	Model ID: tensorflow-audioembedding-trill-3
451.	Tabular and text classification	SageMaker
452.	Question Answering	Pytorch	This is a Extractive Question Answering model built upon a Text Embedding model from PyTorch Hub It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question	Model ID: pytorch-eqa-roberta-base-openai-detector
453.	Question Answering	Pytorch	Same	Model ID: pytorch-eqa-bert-large-cased-whole-word-masking
454.	Time series	SageMaker	Demand forecasting for multivariate time series data using three state-of-the-art time series forecasting algorithms: LSTNet, Prophet, and SageMaker DeepAR.
455.	Question Answering	Pytorch	This is a Extractive Question Answering model built upon a Text Embedding model from PyTorch Hub It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question	Model ID: pytorch-eqa-bert-large-uncased-whole-word-masking-finetuned-squad
456.	Question Answering	Pytorch	Same	Model ID: pytorch-eqa-bert-base-multilingual-uncased
457.	Question Answering	Pytorch	Same	Model ID: pytorch-eqa-bert-base-uncased
458.	Audio Embedding	Tensorflow	This is an audio embedding model from Tensorflow Hub It takes a wav (audio file format) file as input and outputs an embedding vector	Model ID: tensorflow-audioembedding-trillsson1-1
459.	Object detection	SageMaker
460.	Causal inference	SageMaker	Generate a counterfactual analysis of corn response to nitrogen. This solution learns the crop phenology cycle in its entirety using multi-spectral satellite imagery and ground-level observations.
461.	Price optimization	SageMaker	Estimate price elasticity using Double Machine Learning (ML) for causal inference and the Prophet forecasting procedure. Use these estimates to optimize daily prices.
462.	Tabular and text classification	SageMaker
463.	Upscaling	Stabilityai	This is a upscaling model from Stability AI downloaded from HuggingFace with FP16 precision Given a low resolution image and a textual prompt, it generates a higher resolution image with size up to four times the original image size	Model ID: model-upscaling-stabilityai-stable-diffusion-x4-upscaler-fp16

References

• https://aws.amazon.com/sagemaker/jumpstart/getting-started/

Author
Dr. Hari Thapliyaal
dasarpai.com
linkedin.com/in/harithapliyal