Sold by: NEWTOMS LLCÂ
Deployed on AWS
Free Trial
SmartDescriptions algorithm allows you to generate text from structured data
Overview
SmartDescriptions is a data-to-text solution that allows you to generate text from structured data. With the SmartDescriptions solution, you can automatically save time by generating thousands of comprehensible texts.
Large companies whose business model is sale are constantly faced with the challenge of describing their hundreds of products and services. With this solution, you can create product descriptions at the push of a button. You can finetune the SmartDescriptions solution to generate texts according to your business domain.
This algorithm was developed by adapting and finetuning a HuggingFace Model.
Highlights
- **Natural Language Generation (NLG):** Generate natural written text from structured data.
- You can use SmartDescriptions to customize the generation of text from your own structured data. Provide a training dataset and create your own model for a specific business domain.
- In case you do not have a dataset for training or you’re looking for pretrained models you can contact us directly (info@newtoms.com)
Details
Sold by
Delivery method
Latest version
Deployed on AWS
Unlock automation with AI agent solutions
Fast-track AI initiatives with agents, tools, and solutions from AWS Partners.
Features and programs
Financing for AWS Marketplace purchases
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing
Free trial
Try this product free for 5 days according to the free trial terms set by the vendor.
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 |
|---|---|---|
ml.m5.xlarge Inference (Batch) Recommended | Model inference on the ml.m5.xlarge instance type, batch mode | $0.50/host/hour |
ml.g4dn.xlarge Training Recommended | Algorithm training on the ml.g4dn.xlarge instance type | $0.50/host/hour |
ml.m5.large Inference (Batch) | Model inference on the ml.m5.large instance type, batch mode | $0.50/host/hour |
ml.m5.2xlarge Inference (Batch) | Model inference on the ml.m5.2xlarge instance type, batch mode | $0.50/host/hour |
inference.count.m.i.c Inference Pricing | inference.count.m.i.c Inference Pricing | $0.50/request |
ml.m5.large Training | Algorithm training on the ml.m5.large instance type | $0.50/host/hour |
ml.m5.2xlarge Training | Algorithm training on the ml.m5.2xlarge instance type | $0.50/host/hour |
ml.m5.xlarge Training | Algorithm training on the ml.m5.xlarge instance type | $0.50/host/hour |
ml.g4dn.2xlarge Training | Algorithm training on the ml.g4dn.2xlarge instance type | $0.50/host/hour |
Vendor refund policy
Contact us. EMAIL. info@newtoms.com TELEPHONE. +1-678-736-3022
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
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
Amazon SageMaker algorithm
An Amazon SageMaker algorithm is a machine learning model that requires your training data to make predictions. Use the included training algorithm to generate your unique model artifact. Then deploy the 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
NLG: Generation of text from structured data
Additional details
Inputs
- Summary
This algorithm requires a JSON line file, each line will contain an object with the attributes "inputs" and "parameters"
- Input MIME type
- application/json
https://github.com/NEWTOMS2/NEWTOMS-SmartDescriptions/tree/main/data/train
https://github.com/NEWTOMS2/NEWTOMS-SmartDescriptions/blob/main/data/inference/input/batch/input-batch-job.txt
Input data descriptions
The following table describes supported input data fields for real-time inference and batch transform.
Field name | Description | Constraints | Required |
|---|---|---|---|
inputs | This field corresponds to your structured data separated by ";" | Type: FreeText | Yes |
parameters | This field corresponds to an object with the following optional attributes
{
"max_length": 150,
"min_length": 30,
"length_penalty": 3.0
}
* max_length (int): The maximum length of the sequence to be generated.
* min_length (int): The minimum length of the sequence to be generated
* length_penalty (float, optional, defaults to 1.0): Exponential penalty to the length that is used with beam-based generation. | Type: FreeText | Yes |
Resources
Vendor resources
Support
Vendor support
Email: info@newtoms.com Telephone: +1-678-736-3022
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.
Customer reviews
No customer reviews yet
Be the first to review this product . We've partnered with PeerSpot to gather customer feedback. You can share your experience by writing or recording a review, or scheduling a call with a PeerSpot analyst.