“”“Process the WikiText dataset for training the BERT model. Using Hugging Face datasets library. ““” import time import random from typing import Iterator import tokenizers from datasets import load_dataset, Dataset # path and name of each dataset DATASETS = { “wikitext-2”: (“wikitext”, “wikitext-2-raw-v1”), “wikitext-103”: (“wikitext”, “wikitext-103-raw-v1”), } PATH, NAME = DATASETS[“wikitext-103”] TOKENIZER_PATH…
Market Concentration and Pricing A few large tech companies now dominate stock indexes. The biggest tech platforms hold an unusually high share of the S&P 500 and global indexes. AI stories explain the majority of stock market gains since late 2022. A slight shock, such as a surprise competitor or regulatory move, can move trillions…
Imagine having a continuum soft robotic arm bend around a bunch of grapes or broccoli, adjusting its grip in real time as it lifts the object. Unlike traditional rigid robots that generally aim to avoid contact with the environment as much as possible and stay far away from humans for safety reasons, this arm senses…
In this article, you will learn how to use Docker to package, run, and ship a complete machine learning prediction service, covering the workflow from training a model to serving it as an API and distributing it as a container image. Topics we will cover include: Core Docker concepts (images, containers, layers, caching) for machine…