AssemblyAI

DECEMBER 3, 2023

This new model is being trained on >10M hours of voice data (1 petabyte) leveraging Google’s new TPU chips — and represents a 1,250x increase in training data compared to the first-ever model made available by AssemblyAI back in 2019.

AI Modeling 294

AI Modeling Auto-classification Neural Network AI 294

Mlearning.ai

JUNE 28, 2023

This is the link [8] to the article about this Zero-Shot Classification NLP. BART stands for Bidirectional and Auto-Regression, and is used in processing human languages that is related to sentences and text. The approach was proposed by Yin et al. The technology that is used in this program is called BART.

Machine Learning 52

Machine Learning NLP Auto-classification Natural Language Processing 52

AWS Machine Learning Blog

APRIL 19, 2023

Then we needed to Dockerize the application, write a deployment YAML file, deploy the gRPC server to our Kubernetes cluster, and make sure it’s reliable and auto scalable. The DJL was created at Amazon and open-sourced in 2019. It is also a fully Apache-2 licensed open-source project and can be found on GitHub.

ML 75

ML Deep Learning Python Auto-classification 75

Towards AI

JULY 25, 2023

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding BERT was introduced in 2019, by Jacob Devlin and his colleagues from Google. In the NLP world, there are usually two types of models or tasks broadly, auto-regressive models and auto-encoding models.

BERT 52

BERT NLP Auto-classification OpenAI 52

Mlearning.ai

FEBRUARY 19, 2023

Along with text generation it can also be used to text classification and text summarization. The auto-complete feature on your smartphone is based on this principle. When you type “how”, the auto-complete will suggest words like “to” or “are”. It’s architecture can handle a array of natural language processing tasks.

Auto-classification 52

Auto-classification Natural Language Processing Auto-complete NLP 52

AWS Machine Learning Blog

MARCH 28, 2024

You can deploy this solution with just a few clicks using Amazon SageMaker JumpStart , a fully managed platform that offers state-of-the-art foundation models for various use cases such as content writing, code generation, question answering, copywriting, summarization, classification, and information retrieval.

LLM 111

LLM Auto-complete Auto-classification Generative AI 111

Towards AI

JULY 23, 2023

Generating Wikipedia By Summarizing Long Sequences This work was published by Peter J Liu at Google in 2019. The architecture is an auto-regressive architecture, i.e., the model produces one word at a time and then takes in the sequence attached with the predicted word, to predict the next word.

NLP 80

NLP Natural Language Processing Auto-classification Computer Vision 80