Mindsdb – Moving AutoML Closer to DB
Mindsdb: AutoML directly in the database. A model lives there, no need to export data to train the model separately. Inference directly over data in the same DB. ... Read More
Post Transformers-2020: Great Start in 2021
Transformers evolution at the beginning of 2021: impressive achievements with Zero-Shot image classification and Switch Transformers. ... Read More
Zero-Shot Image Classification – CLIP
Zero-shot text classification appeared last year and was a pretty cool thing. At the beginning of this year, we have an implementation of zero-shot image classification. What a beginning of the year :-) ... Read More
txtai – Low-Code Semantic Search with Transformers
A very brief introduction to fastai: transformers based Python library for fast semantic QA and zero-shot classification. ... Read More
fast.ai – make ai boring again
fast.ai - how to make AI and deep learning uncool and boring again :-) ... Read More
Semantic search in 2020: the BERT way
Description of how to implement semantic search over large text corpora, running on your local laptop. ... Read More
How to Use Today’s IT Tech for Your Own Benefit? Enjoy the recommendation systems.
Read how to make use of the global Internet wiretapping, and make it running for your own good. You can't defeat it, so use it. ... Read More
UnifiedQA – You Have Some Question Maybe?
Need a system that would answer to your questions asked in different formats? UnifedQA is the keyword. ... Read More
Spark NLP: Accuracy and Scalability
Another, indystry focused NLP player, accurate, scalable and multilangual. ... Read More
GPT-3 Overhyped
As from the very beginning, when it apears, GPT-3 is producing hype. And with a reason: it is the most advanced language model ever built. But, is it overyped? Researchers at Nabla, an AI-enabled healthcare platform, found that GPT-3 lacks the logical reasoning skills to be a useful medical chatbot.What ... Read More