AmazonScience/document-haystack
Document Haystack Dataset This repository contains the dataset for the paper “Document Haystack: A Long Context Multimodal Image/Document Understanding Vision LLM Benchmark”. 📑 Abstract Paper The proliferation of multimodal Large Language Models has significantly advanced the ability to analyze and understand complex data inputs from different modalities. However, the processing of long documents remains under-explored, largely due to a lack of suitable… See the full description on the dataset page: https://huggingface.co/datasets/AmazonScience/document-haystack.
2090k
1The habitual nature of newspaper 2consumption means we continue to see 3reliable but falling demand for our printed 4products. We still sell hundreds of thousands 5of our print products every day.6Part of our strategy is to maintain this 7considerable revenue stream and profit 8generator for as long as possible. This is 9achieved by carefully managing the levels of 10publication availability across the country and 11undertaking carefully planned price increases 12and promotional activity. We benefit from a 13significant amount of data and expertise in 14these areas which help achieve the optimal 15changes. Whilst availability varies by geography 16and publication, it averages for the Group at 17over 85%. We periodically increase the cover 18prices, and over 2023 we increased these an 19average of 14% per title, ahead of 4% inflation. 20These actions have more than offset the 17% 21volume decline, driving an increase in overall 22circulation revenues.23We also work hard to manage our cost 24base to address the challenges from falling 25volumes and inflation. Our print business is 26run by highly experienced production teams 27who excel in evolving production systems, 28procurement and planning our distribution 29network. These actions have helped address 30the rising unit costs of production and 31maintained the strong profitability of the print 32business. This means we have been able to 33successfully ensure that print revenues and 34profitability remain resilient.35DIGITAL36PRINT37Print circulation revenue38£313M39Up 1.6% on 2022 despite 17% 40reduction in print volume41Print business revenue42£439M43Down 2.2% on 202244Print copies sold a year45250M+46Retail availability47+85%48BUSINESS49A RESILIENT50RPM 51(revenue per 1,000 pages)52+11%53Total data-driven revenue54£55M55856Reach plc Annual Report 2023Strategic Report Governance Financial Statements Other Information