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GPT-2 - Text generation

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Reviews from AWS Marketplace

1 AWS reviews
  • 5 star
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  • 1
  • 3 star
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  • 2 star
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  • 1 star
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External reviews

6 reviews
from G2

External reviews are not included in the AWS star rating for the product.


    Computer Software

its code generation is awesome ...

  • March 31, 2022
  • Review provided by G2

What do you like best?
generating code by AI itself is the amazing feature ever seen.
What do you dislike?
its still in beta stage and not a fully functional AI yet, but its the future
What problems is the product solving and how is that benefiting you?
very less documentation and in beta stage


    Education Management

Review on GPT-2 XL Text Generation

  • March 31, 2022
  • Review provided by G2

What do you like best?
While running GPT-2 , various of Natural language processing activities can be done. The text generation, data summarisation is also given the best output while working on it. We used these as encoder & decoders to find out the input-output dependencies.
What do you dislike?
Later we found that, there will be malicious applications from GPT-2, it's a bit confusing and generates caution on working with this tool.
What problems is the product solving and how is that benefiting you?
The model we used for different use cases, like - academic articles, wikipedia contents, some technical papers, digital marketing content, etc. Also we create our own custom text generators too.


    ASWINRAJ K A.

Great option for GPT-2 algorithm based text generation

  • March 31, 2022
  • Review provided by G2

What do you like best?
This language model is good for chatbot integration and auto completion models. Provide satisfactory precision and quality prediction performance. Helpful for beginner level developers looking into NLP.
What do you dislike?
The overall efficiency can be increased more. The auto regression can be made more better. Overall adaptibility to the conditioning text can also be improved but it is still better than a lot similar solutions.
What problems is the product solving and how is that benefiting you?
I have been working on a project that utilizes auto completion feature that adaps to the human using the software. I feel GPT-2 model very beneficial for the project.


    S S.

Satisfied with the product

  • March 31, 2022
  • Review provided by G2

What do you like best?
This NLP framework for text generation has proved to be very useful in my work field. My colleagues have also found it useful. It's ability for fine tuning parameters is very efficient.
What do you dislike?
The NLP framework includes a lot of parameters to work around and hence the documentation needs to be very intuitive. Apparently, this was not the case for some of my colleagues.
What problems is the product solving and how is that benefiting you?
GPT-2 XL - Text generation is helping me to generate articles based on a few input content and this helps me save a lot of my time in my workfield thereby increasing productivity.


    KIRAN B.

Finetuned with GPT-2 XL

  • March 31, 2022
  • Review provided by G2

What do you like best?
From what I learned about it the best thing is it's Open Source. The capacity to finetune with large, I mean super duper large parameters is soo awesome! The text generation capabiltiy is mind blowing
What do you dislike?
honestly there isn't much to dislike about it. just the fact that it runs on a single GPU itself is mindblowing. Being new to this industry and trying the text generation is super cool!
What problems is the product solving and how is that benefiting you?
My startup uses the GPT-2XL uses gpt 2 XL - Text generation for the app that is being build . The amount of easyness and the low server cost is definintly saving time and labour.


    Salih Y.

Good Solution for Costom Text building applications

  • March 31, 2022
  • Review provided by G2

What do you like best?
Since it is a pretrained model it has effective understanding of particular needs.This can be used for Costom text generation, translation and data Summarization.
What do you dislike?
Sometimes it go wrong, whatever we train It catch up and when a new sategy of wording cames it starts to fail doing the task. But that's not a big deal. That can be neglected if some improvements are done
What problems is the product solving and how is that benefiting you?
We had many content creation and applications form completing task where we have to write a lot of content. When we started using this tool it saved a lot of time. And it helped us to translate something. Also in summarizing large text contents into short ones.


    Farshad

How to perform batch inference in Sagemaker?

  • January 18, 2021
  • Review verified by AWS Marketplace

Hi Daniel,
I'm using the GPT-2 model shared by you. I want to get synthetic texts from multiple input texts, using batch inference API of AWS Sagemaker. There is a github repo that contains a batch inference API on only one input text. Do you know how to do batch inference on multiple input texts?

https://github.com/aws/amazon-sagemaker-examples/blob/master/aws_marketplace/using_model_packages/creative-writing-using-gpt-2-text-generation/creative-writing-using-gpt-2-text-generation.ipynb

Best,
Farshad


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