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How Getir reduced model training durations by 90% with Amazon SageMaker and AWS Batch

AWS Machine Learning Blog

Established in 2015, Getir has positioned itself as the trailblazer in the sphere of ultrafast grocery delivery. An important aspect of our strategy has been the use of SageMaker and AWS Batch to refine pre-trained BERT models for seven different languages. For this, we selected Amazon S3, known for its scalability and security.

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Evaluate the text summarization capabilities of LLMs for enhanced decision-making on AWS

AWS Machine Learning Blog

It uses BERT, a popular NLP technique, to understand the meaning and context of words in the candidate summary and reference summary. The more similar the words and meanings captured by BERT, the higher the BERTScore. It uses neural networks like BERT to measure semantic similarity beyond just exact word or phrase matching.

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Origins of Generative AI and Natural Language Processing with ChatGPT

ODSC - Open Data Science

2000–2015 The new millennium gave us low-rise jeans, trucker hats, and bigger advancements in language modeling, word embeddings, and Google Translate. 2015 and beyond — Word2vec, GloVe, and FASTTEXT Word2vec, GloVe, and FASTTEXT focused on word embeddings or word vectorization.

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Foundation models: a guide

Snorkel AI

BERT BERT, an acronym that stands for “Bidirectional Encoder Representations from Transformers,” was one of the first foundation models and pre-dated the term by several years. BERT proved useful in several ways, including quantifying sentiment and predicting the words likely to follow in unfinished sentences.

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TensorFlow Lite – Real-Time Computer Vision on Edge Devices (2024)

Viso.ai

TensorFlow was developed by Google Brain for internal use at Google and open-sourced in 2015. Natural Language Question Answering : Use BERT to answer questions based on text passages. TensorFlow is an open-source software library for AI and machine learning with deep neural networks.

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Top AI Startups in India

Pickl AI

launched its meta framework on TensorFlow in 2015. Bert Labs Pvt. Ltd Bert Labs Pvt Ltd is one of the Top AI Startups in India, established in 2017 by Rohit Kochar. As a result, the AI start startup in India has generated a high source of revenue and a customer base over the last nine years. Effectively, Beethoven.ai

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What Are Foundation Models?

NVIDIA

That work inspired researchers who created BERT and other large language models , making 2018 a watershed moment for natural language processing, a report on AI said at the end of that year. Google released BERT as open-source software , spawning a family of follow-ons and setting off a race to build ever larger, more powerful LLMs.