Amazon Sagemaker
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.
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DeepInsights Text Paraphraser
By:
Latest Version:
4.0
The solution paraphrases textual data using Natural Language Processing techniques.
Product Overview
DeepInsights Text Paraphraser helps in re-expressing the text content in a different style without changing the original meaning. The solution can be used to get a better understanding of the data and simplify complex sentences. Transformer based models are used which helps in retaining the contextual meaning.
Key Data
Version
By
Type
Model Package
Highlights
Paraphrasing can be used to create more data from limited textual data. This in-turn helps in increasing the variability in the dataset. The solution can be used for a number of scenarios such as SEO, abstractive text summarization and data augmentation.
The solution can also be used to check and avoid plagiarism.
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Pricing Information
Use this tool to estimate the software and infrastructure costs based your configuration choices. Your usage and costs might be different from this estimate. They will be reflected on your monthly AWS billing reports.
Contact us to request contract pricing for this product.
Estimating your costs
Choose your region and launch option to see the pricing details. Then, modify the estimated price by choosing different instance types.
Version
Region
Software Pricing
Model Realtime Inference$8.00/hr
running on ml.m5.large
Model Batch Transform$16.00/hr
running on ml.m5.large
Infrastructure PricingWith Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
With Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
SageMaker Realtime Inference$0.115/host/hr
running on ml.m5.large
SageMaker Batch Transform$0.115/host/hr
running on ml.m5.large
Model Realtime Inference
For model deployment as Real-time endpoint in Amazon SageMaker, the software is priced based on hourly pricing that can vary by instance type. Additional infrastructure cost, taxes or fees may apply.InstanceType | Realtime Inference/hr | |
---|---|---|
ml.m4.4xlarge | $8.00 | |
ml.m5.4xlarge | $8.00 | |
ml.m4.16xlarge | $8.00 | |
ml.m5.2xlarge | $8.00 | |
ml.p3.16xlarge | $8.00 | |
ml.m4.2xlarge | $8.00 | |
ml.c5.2xlarge | $8.00 | |
ml.p3.2xlarge | $8.00 | |
ml.c4.2xlarge | $8.00 | |
ml.m4.10xlarge | $8.00 | |
ml.c4.xlarge | $8.00 | |
ml.m5.24xlarge | $8.00 | |
ml.c5.xlarge | $8.00 | |
ml.p2.xlarge | $8.00 | |
ml.m5.12xlarge | $8.00 | |
ml.p2.16xlarge | $8.00 | |
ml.c4.4xlarge | $8.00 | |
ml.m5.xlarge | $8.00 | |
ml.c5.9xlarge | $8.00 | |
ml.m4.xlarge | $8.00 | |
ml.c5.4xlarge | $8.00 | |
ml.p3.8xlarge | $8.00 | |
ml.m5.large Vendor Recommended | $8.00 | |
ml.c4.8xlarge | $8.00 | |
ml.p2.8xlarge | $8.00 | |
ml.c5.18xlarge | $8.00 |
Usage Information
Fulfillment Methods
Amazon SageMaker
Input:
Following are the mandatory inputs guidelines:
• The input csv should have a column named as "sentence" which contains the sentences
• Supported content types: text/csv
.
Output:
Instructions for output interpretation: • Output will be the augmented sentences with 3 predictions. • Output content type: A “.csv” file with the instances. • Supported content types: 'text/csv'.
Invoking endpoint:
If you are using real time inferencing, please create the endpoint first and then use the following command to invoke it::
aws sagemaker-runtime invoke-endpoint --endpoint-name "endpoint-name" --body fileb://sample.csv --content-type text/csv --accept text/csv out.csv
Resources:
Additional Resources
End User License Agreement
By subscribing to this product you agree to terms and conditions outlined in the product End user License Agreement (EULA)
Support Information
DeepInsights Text Paraphraser
For any assistance reach out to us at:
AWS Infrastructure
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Learn MoreRefund Policy
Currently we do not support refunds, but you can cancel your subscription to the service at any time.
Customer Reviews
Dhaivat S.
Deeplnsights text paraphraser: one of the best plateform enhancing my text
Jan 9, 2024
What do you like best about the product?It helps in various ways to improve the text enhancement
skillsWhat do you dislike about the product?as such there is nothing to dislike about this product.What
problems is the product solving and how is that benefiting you?It helps in my email drafting.
skillsWhat do you dislike about the product?as such there is nothing to dislike about this product.What
problems is the product solving and how is that benefiting you?It helps in my email drafting.
Joseph M.
The tool doesnt accurately capture the context of the text
Dec 24, 2023
What do you like best about the product?DeepInsights Text Paraphraser has a poor user interface. It
makes the process of paraphrasing text very difficult and hectic. This software has no understanding of
the context of my text providing suggestions.What do you dislike about the product?Ther... Read more
makes the process of paraphrasing text very difficult and hectic. This software has no understanding of
the context of my text providing suggestions.What do you dislike about the product?Ther... Read more
AYUSH G.
View allElevating textual precision& efficiency
Nov 24, 2023
What do you like best about the product?The most helpful aspect of Deepinsightstext paraphraser is its
ability to significantly enhance text quality & coherence. The upside of using this tool includes its
versatility in processing various file types & its capacity to generate tailored content base... Read more
ability to significantly enhance text quality & coherence. The upside of using this tool includes its
versatility in processing various file types & its capacity to generate tailored content base... Read more
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