DistilBERT Base Uncased PyTorch Hub Extractive Question Answering Reviews & Product Details

This is a Extractive Question Answering model built upon a Text Embedding model from [PyTorch Hub](https://pytorch.org/hub/huggingface_pytorch-transformers/ ). It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question. The Text Embedding model which is pre-trained on English Text returns an embedding of the input pair of question-context strings.

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Vallabh H.

Application Packaging Team Lead

Enterprise (> 1000 emp.)

Originally submitted 6/24/2022

"Very useful software for Natural Language Processing"

5/5

What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

Improvements over BERT in terms of size, speed coat etc. Review collected by and hosted on G2.com.

What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

More improvements can be made to make it leaner. Review collected by and hosted on G2.com.

Jagadis P.

Product Specialist

Enterprise (> 1000 emp.)

6/22/2022

"Enrich User experience of end user by responsive method"

3.5/5

What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

DistilBert Base uncased is a very good tool for your responsive method of UI. We had a use case to have responses to the questions asked by end-user on our portal, and we adopted this fantastic product to build the setup. And since it is based on the string of words to be used and then extracts the responses accordingly. And this eventually helped us to reduce our tickets accordingly. Review collected by and hosted on G2.com.

What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

This product is based on string extraction and sometimes it can lead to somewhat not so ok answers which are not good. Those are very less instances but sometimes it can lead to not-so-good answers. But overall I have seen this product performing well. Review collected by and hosted on G2.com.

What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?

We had so many problems with our process setup and questions related to that area. And sometimes it use to become so much of problem with so many tickets. And that's where we started building a self-service portal to get this answered well. We built it on the DistilBert product and we started benefiting from it. Review collected by and hosted on G2.com.

Kanchan C.

Junior Software Developer

Small-Business (50 or fewer emp.)

Originally submitted 7/8/2022

"Developer friendly and ease of debug"

4.5/5

What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

The most loved feature of DistilBERT Base Uncased PyTorch Hub is that it has ease of learning as my team lacks ml expertise and learning fast can increase our productivity. Review collected by and hosted on G2.com.

What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

It is very reliable to use, the only thing they need to focus is that even if the training is fair, this model can have biased predictions sometimes, but hopes the company will overcome this soon. Review collected by and hosted on G2.com.

Recommendations to others considering DistilBERT Base Uncased PyTorch Hub Extractive Question Answering:

Yes, Distilbert is very beneficial for large organizations. Review collected by and hosted on G2.com.

What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?

Distilbert has come a long way overcoming drawbacks of bert while being faster for inference or downstream tasks. of use which is benefiting our company in many ways and i am sure it will surprise us with new features further. Review collected by and hosted on G2.com.

Md I.

Digital Solution Specialist

Information Technology and Services

Enterprise (> 1000 emp.)

6/22/2022

"DistilBERT review by Consultant"

5/5

What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

the best thing about DistilBERT is that this application requires less number of parameters and retrieval time if very very fast when compared with other traditional softwares available. Benchmark understanding is very good and Natural language processing with the use of trained models is very effective. Review collected by and hosted on G2.com.

What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

during distillation process model deployed is on very very large batches using dynamic concept of masking and entire sentence during prediction is some what irregular and 30 perxent less accurate. Review collected by and hosted on G2.com.

What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?

Masking and identifying large batches and NLP is very hard but with this new DistilBERT release this is also resolved and accuracy level is increased but some more masking methodology to be implemented for 100 percent NLP understanding and retrieval. Review collected by and hosted on G2.com.

Vishal B.

Senior System Engineer

Enterprise (> 1000 emp.)

Originally submitted 6/28/2022

"DistiBERT is trusted software for question answering"

4.5/5

What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

DistiBERT is a user-friendly software, it is reliable and easy to use the software.it has some inbuild NLP tools which we can use for estimation of software and infrastructure cost. Review collected by and hosted on G2.com.

What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

There is nothing much dislike about this tool, I have just started using it but sometimes unusual popup messages and warnings are not needed, else this will be better with time. Review collected by and hosted on G2.com.

srikanth g.

Senior Software Engineer

Mid-Market (51-1000 emp.)

Originally submitted 6/30/2022

"Open source software for machine learning"

5/5

What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

It is one of the best software for learning machine conversation of AI mode implemented in Python and Torch script. Very useful for implementing applications based on GPU and CPU. Review collected by and hosted on G2.com.

What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

New framework not familiar to everyone, very rare framework typically understood, and it is based on Python and Torch. Python is a known language, but Torch is not familiar to all. Review collected by and hosted on G2.com.

Ishaan P.

Service Catalog Developer

Small-Business (50 or fewer emp.)

7/12/2022

"Best Machine Learning software Present in the market"

5/5

What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

It has helped our company to estimate the software and infrastructure cost based on any customization that we put into the system. It is very fast and not to mention very cheap. Review collected by and hosted on G2.com.

What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

None as of now, all things are up to the mark. Review collected by and hosted on G2.com.

Recommendations to others considering DistilBERT Base Uncased PyTorch Hub Extractive Question Answering:

Best Machine Learning Evolving Software. Review collected by and hosted on G2.com.

What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?

Instead of answering our customer's queries, we used DistilBert as a base and deployed our product on it for better self-learning, self enhancement portal to get customer queries answered in a correct way, Review collected by and hosted on G2.com.

Ganesh S.

System Engineer

Enterprise (> 1000 emp.)

6/25/2022

"Review of DistilBERT Base Uncased PyTorch Hub Extractive"

4.5/5

What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

It is much faster and reliable when compared to BERT based uncase. Review collected by and hosted on G2.com.

What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

The only disadvantage of this model is that it can have biased predictions so it can sometimes be an challenge. Review collected by and hosted on G2.com.

Recommendations to others considering DistilBERT Base Uncased PyTorch Hub Extractive Question Answering:

It is an wonderful solution for natural language processing. But sometimes it gives biased predictions but that's nit a big deal considering its advantages. Review collected by and hosted on G2.com.

What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?

It is relatively much better when compared to BERT based uncase and efficient than previous versions. Review collected by and hosted on G2.com.

Sukrit S.

Application Development Analyst

Small-Business (50 or fewer emp.)

6/24/2022

"Good NLP library"

5/5

What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

It's the best Natural Language Processing library which can be imported in Python to build real-time projects. Review collected by and hosted on G2.com.

What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

Nothing so as of now. There are no cons. Review collected by and hosted on G2.com.

Salil B.

Staff Engineer

Computer Software

Mid-Market (51-1000 emp.)

6/30/2022

"DistilBERT Base Uncased PyTorch Hub Extractive"

3.5/5

What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

It is the best tool with awesome UI to help us answer the User's queries Review collected by and hosted on G2.com.

What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

String extraction is not that accurate. It's accuracy is not perfect Review collected by and hosted on G2.com.

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DistilBERT Base Uncased PyTorch Hub Extractive Question Answering Reviews & Product Details

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DistilBERT Base Uncased PyTorch Hub Extractive Question Answering Reviews (16)

DistilBERT Base Uncased PyTorch Hub Extractive Question Answering Reviews (16)

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