Sold by: Amazon Web ServicesÂ
Deployed on AWS
Pre-trained sequence sampler for sentence generation, powered by GluonNLP.
Overview
Given an incomplete sentence, this model predicts sentences that are most likely to occur in the context.
For example, given input "I love it", it will generate samples like "I love it and enjoy one of their series, Schafer or Clive ."
Highlights
- This model generates text most likely to follow given inputs.
Details
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Delivery method
Latest version
Deployed on AWS
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Features and programs
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Pricing
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/host/hour |
|---|---|---|
ml.m4.xlarge Inference (Batch) Recommended | Model inference on the ml.m4.xlarge instance type, batch mode | $0.00 |
ml.m4.xlarge Inference (Real-Time) Recommended | Model inference on the ml.m4.xlarge instance type, real-time mode | $0.00 |
ml.m4.4xlarge Inference (Batch) | Model inference on the ml.m4.4xlarge instance type, batch mode | $0.00 |
ml.m5.4xlarge Inference (Batch) | Model inference on the ml.m5.4xlarge instance type, batch mode | $0.00 |
ml.m5.12xlarge Inference (Batch) | Model inference on the ml.m5.12xlarge instance type, batch mode | $0.00 |
ml.m4.16xlarge Inference (Batch) | Model inference on the ml.m4.16xlarge instance type, batch mode | $0.00 |
ml.m5.2xlarge Inference (Batch) | Model inference on the ml.m5.2xlarge instance type, batch mode | $0.00 |
ml.c4.4xlarge Inference (Batch) | Model inference on the ml.c4.4xlarge instance type, batch mode | $0.00 |
ml.m5.xlarge Inference (Batch) | Model inference on the ml.m5.xlarge instance type, batch mode | $0.00 |
ml.c5.9xlarge Inference (Batch) | Model inference on the ml.c5.9xlarge instance type, batch mode | $0.00 |
Vendor refund policy
None.
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA)Â .
Content disclaimer
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Delivery details
Amazon SageMaker model
An Amazon SageMaker model package is a pre-trained machine learning model ready to use without additional training. Use the model package to create a model on Amazon SageMaker for real-time inference or batch processing. Amazon SageMaker is a fully managed platform for building, training, and deploying machine learning models at scale.
Deploy the model on Amazon SageMaker AI using the following options:
Version release notes
Initial release
Additional details
Inputs
- Summary
Supports JSON input.
AWS APIs can be used to invoke the model after endpoint creation, for example, using aws-cli:
aws sagemaker-runtime invoke-endpoint --endpoint-name your_endpoint_name --body '{"data":"I love it", "k": 5}' --content-type application/json --accept application/json >(cat) 1>/dev/null
"data" is required field, specifying the input sequence. "k" is an optional field, speficying how many samples to be generated. "k" must be less than or equal to 5.
- Input MIME type
- application/json
See Input Summary
See Input Summary
Resources
Vendor resources
Support
Vendor support
For model usage support, please refer to GluonNLP. Searching for related questions or open new issues.
AWS infrastructure support
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.
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Customer reviews
5
1 ratings
1 AWS reviews
|
30 external reviews
Star ratings include only reviews from verified AWS customers. External reviews can also include a star rating, but star ratings from external reviews are not averaged in with the AWS customer star ratings.
Jeevan Ignatious Reddy G.
A review on GluonNLP Sentence Generator
Reviewed on Feb 26, 2024
Review provided by G2
What do you like best about the product?
It's a user friendly for natural language generation which helps in sentence generator
What do you dislike about the product?
It is not accurate when sentences are too long
What problems is the product solving and how is that benefiting you?
its helping us in chatbot and as a sentence generator
Ihor M.
Accurate Sentence Generation
Reviewed on Oct 24, 2023
Review provided by G2
What do you like best about the product?
GluonNLP is user friendly, with its features and accurate sentence generation. The model package is understandable to all.
What do you dislike about the product?
There is less creativity in generating sentence. A user friendly interface enhance the experience.
What problems is the product solving and how is that benefiting you?
GluonNLP simplify content creation process.Increases team efficiency.This product saves our time and increase the activity.
Joe C.
Consistently delivers results
Reviewed on Oct 12, 2023
Review provided by G2
What do you like best about the product?
It provides the range of features. Generating sentences is a breeze with this tool.
What do you dislike about the product?
Incorporating advanced features, like context awareness and creativity increases its text generation capabilities.
What problems is the product solving and how is that benefiting you?
The GluonNLP Sentence Generator solves the problem of generating coherent sentences. It delivers good content to our customers.
Sofhiya S.
more securable
Reviewed on Oct 02, 2023
Review provided by G2
What do you like best about the product?
GluonNLP IS THE best version of sentences generator
What do you dislike about the product?
All features are like only not dislike GluonNLP SENTENCE genarator
What problems is the product solving and how is that benefiting you?
So many benefits is there in GluonNLP SENTENCE genarator
Or N.
Good and stable
Reviewed on Sep 30, 2023
Review provided by G2
What do you like best about the product?
Easy to use and doing exactly what you are expecting it to do
What do you dislike about the product?
There are better tools than this one with more accurate results
What problems is the product solving and how is that benefiting you?
Customer relation chatbots