--- title: DistilBERT Base Uncased PyTorch Hub Extractive Question Answering Reviews meta_title: 'DistilBERT Base Uncased PyTorch Hub Extractive Question Answering Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 16 reviews by the users' company size, role or industry to find out how DistilBERT Base Uncased PyTorch Hub Extractive Question Answering works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 16 scale: '5' date_modified: '2026-07-12' parent_category: name: Marketplace Apps url: https://www.g2.com/categories/marketplace-apps --- # DistilBERT Base Uncased PyTorch Hub Extractive Question Answering Reviews **Vendor:** Amazon Web Services (AWS) **Category:** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace) **Average Rating:** 4.4/5.0 **Total Reviews:** 16 ## About DistilBERT Base Uncased PyTorch Hub Extractive Question Answering 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. ## DistilBERT Base Uncased PyTorch Hub Extractive Question Answering Reviews ### 1. Very useful software for Natural Language Processing **Rating:** 5.0/5.0 stars **Reviewed by:** Vallabh H. | Application Packaging Team Lead, Enterprise (> 1000 emp.) **Reviewed Date:** June 24, 2022 **What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** Improvements over BERT in terms of size, speed coat etc. **What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** More improvements can be made to make it leaner. **Recommendations to others considering DistilBERT Base Uncased PyTorch Hub Extractive Question Answering:** Explore it as an alternative to BERT. **What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?** Developing NLP models ### 2. Enrich User experience of end user by responsive method **Rating:** 3.5/5.0 stars **Reviewed by:** Jagadis P. | Product Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** June 22, 2022 **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. **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. **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. ### 3. Developer friendly and ease of debug **Rating:** 4.5/5.0 stars **Reviewed by:** Kanchan C. | Junior Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** July 08, 2022 **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. **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. **Recommendations to others considering DistilBERT Base Uncased PyTorch Hub Extractive Question Answering:** Yes, Distilbert is very beneficial for large organizations. **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. ### 4. DistilBERT review by Consultant **Rating:** 5.0/5.0 stars **Reviewed by:** Md I. | Digital Solution Specialist, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** June 22, 2022 **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. **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. **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. ### 5. DistiBERT is trusted software for question answering **Rating:** 4.5/5.0 stars **Reviewed by:** Vishal B. | Senior System Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** June 28, 2022 **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. **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. **What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?** Using this tool boost up our product, because of its performance and ease of working the productivity is increased.UI is user friendly so it is easy to use this tool for any beginner also. ### 6. Open source software for machine learning **Rating:** 5.0/5.0 stars **Reviewed by:** srikanth g. | Senior Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2022 **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 implement in python and torch script very usefull implement application based on GPU.and cpu **What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** New frame work not familiar to everyone very rare framework typically understand and it is based python and tourch ,python known language but torch not familiar to all **What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?** If you learn frame work pytorch easy to implement an application with torch similar point of python only but syntax and rules are changed better usefull new language for implement application ### 7. Best Machine Learning software Present in the market **Rating:** 5.0/5.0 stars **Reviewed by:** Ishaan P. | Service Catalog Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** July 12, 2022 **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. **What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** None as of now, all things are up to the mark. **Recommendations to others considering DistilBERT Base Uncased PyTorch Hub Extractive Question Answering:** Best Machine Learning Evolving Software. **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, ### 8. Review of DistilBERT Base Uncased PyTorch Hub Extractive **Rating:** 4.5/5.0 stars **Reviewed by:** Ganesh S. | System Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** June 25, 2022 **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. **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. **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. **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. ### 9. Good NLP library **Rating:** 5.0/5.0 stars **Reviewed by:** Sukrit S. | Application Development Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** June 24, 2022 **What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** It's best Natural language processing library which can be imported in python to build real time projects. **What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** Nothing so as of now. There are no cons. **What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?** It is useful for AI and ML projects and gives almost accurate response as of real world. ### 10. DistilBERT Base Uncased PyTorch Hub Extractive **Rating:** 3.5/5.0 stars **Reviewed by:** Salil B. | Staff Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2022 **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 **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 **What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?** A self service portal to give all the answers to the user queries ### 11. Extremely Fast and Cheap **Rating:** 5.0/5.0 stars **Reviewed by:** Rahul U. | A, Enterprise (> 1000 emp.) **Reviewed Date:** June 25, 2022 **What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** Most helpful about DistilBERT is that it's certainly faster than other models. The parameters considered are also certainly less. **What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** It would have been good if we could leveraged it more towards Text Generation **What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?** It's easy to use and it's very fast ### 12. BERT by PyTorch: A Multilingual question answering model **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 24, 2022 **What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** Supports hundreds of languages and vast integration of key objects like training, learning, neural networks makes it one of the key player to enable answering questions very concisely. **What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** Bit expensive and have scope of improvement.. it's growing and it will require sometimes for full stability **Recommendations to others considering DistilBERT Base Uncased PyTorch Hub Extractive Question Answering:** Try lowering the pricing model.. otherwise it's growing good in all directions **What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?** Helping with masked language modelling for better prediction of words in sentences, question answering, classified tokenizing and many more... ### 13. Multilingual questinarie processing model **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** July 07, 2022 **What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** Multilingual support feature for predictive questionnaire model formation with help of artificial intelligence. needless to mention about its fast processing, doesn't it sound fantastic? **What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** cost-effectiveness to improve and some marketing is required to reach to larger business groups **What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?** NLP models. Extraction, preparation and formation of the questionnaire Hassle-free integration ### 14. Reliable **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 23, 2022 **What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** It has some best in class NLP tools, very reliable and robust. **What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** Nothing as such, it will get better with time with more and more users using it. **What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?** It helped me in my project which can't be classified due to privacy guidelines, but it is sure shot that this tools is best in class. ### 15. PyTorch hub Extractive **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** June 22, 2022 **What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** Performance wise where neural network explore large by small. Very like distillation method in AI **What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** Everything is fine, keywords understanding is important to manage tool and proper documentation. **What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?** a large neural network has been trained, its full output distributions can be approximated using a smaller network ### 16. Curated and Trusted software **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** June 22, 2022 **What do you like best about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** It is very reliable and easy to use software. **What do you dislike about DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?** Pop up messages and warnings sometimes not needed **What problems is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering solving and how is that benefiting you?** Because of it's performance and ease of working the productivity rate is better ## DistilBERT Base Uncased PyTorch Hub Extractive Question Answering Discussions - [What is DistilBERT Base Uncased PyTorch Hub Extractive Question Answering used for?](https://www.g2.com/discussions/what-is-distilbert-base-uncased-pytorch-hub-extractive-question-answering-used-for) - [View DistilBERT Base Uncased PyTorch Hub Extractive Question Answering pricing details and edition comparison](https://www.g2.com/products/distilbert-base-uncased-pytorch-hub-extractive-question-answering/reviews?section=pricing&secure%5Bexpires_at%5D=2026-07-27+12%3A17%3A48+-0500&secure%5Bsession_id%5D=9ecc91bc-6976-4880-b735-9382ff9ac00c&secure%5Btoken%5D=81233e6b2742b8a8a2370f2bb35fcf47e80c8fb6b0a72aa8dce603057d8fc90f&format=llm_user) ## DistilBERT Base Uncased PyTorch Hub Extractive Question Answering Features **Agentic AI - AWS Marketplace** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration