decoding-nlp-attention-mechanisms-to-understand-transformer-models 
Dataiku
MAY 11, 2020
Arguably more famous today than Michael Bay’s Transformers (at least among the deep learning community), NLP transformer architecture and transformer-based models have been breaking all kinds of performance records across an array of NLP tasks.
OTS Solutions
MAY 22, 2023
We try to cover the architecture of ChatGPT to understand how NLP is helping it to generate quick and relatable responses. Let us start our discussion by understanding what exactly ChatGPT is. The basic GPT model consists of 12 decoder layers. It contains 48 decoder layers. It contains approximately 1.5
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AWS Machine Learning - AI
FEBRUARY 6, 2024
In this solution, we fine-tune a variety of models on Hugging Face that were pre-trained on medical data and use the BioBERT model, which was pre-trained on the Pubmed dataset and performs the best out of those tried. It was first introduced in the paper “Attention Is All You Need” by Vaswani et al.
Perficient
JANUARY 25, 2024
Natural Language Processing (NLP) Era (1950s-1990s): NPL Era This era marked a significant shift in artificial intelligence as researchers delved into the complexities of human language. These endeavors greatly enhanced the understanding of linguistic structures and contributed to the progressive sophistication of NLP applications.
Altexsoft
AUGUST 25, 2021
But despite failing to understand us in some instances, machines are extremely good in making sense of our talking and writing in other examples. Keep reading to learn: What problems NLP can help solve. Specifics of data used in NLP. Tools you can use to build NLP models. Main NLP use cases.
Altexsoft
JANUARY 18, 2023
Dubbed GPT-3 and developed by OpenAI in San Francisco, it was the latest and strongest of its kind — a “large language model” capable of producing fluent text after having ingested billions of words from books, articles, and websites. With these advances, the concept of language modeling entered a whole new era. Pretty cool, right?
Altexsoft
JUNE 9, 2023
This impressive Large Language Model is altering the landscape across many sectors, with the travel industry emerging as a prime example of its transformational power. If the technical details of large language models don’t interest you, you can skip directly to the use cases section.
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