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.
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1Contribution to Group profit before tax 2$13.3bn343%4Constant currency profit before tax5($bn)620197$13.3bn86.397.51013.3202311202212202113Constant currency net operating income14($bn)15201916$22.9bn1712.71816.31922.9202320202221202122We partner with businesses around the 23world, supporting every stage of their 24growth, their international ambitions and 25their sustainability transitions. We deliver 26value to our clients through our 27international network, financing strength, 28digital capabilities and our universal 29banking capabilities, including our 30industry leading global trade and 31payments solutions.32We aim to be a leader in the innovation 33economy, with the launch of HSBC Innovation 34Banking in 2023 enhancing our proposition 35to clients in the technology and healthcare 36sectors. During 2023, we delivered a 37strong revenue performance, notably in 38Global Payments Solutions (‘GPS’) and in 39collaboration revenue from GBM products.402023 2022 2021 2023 vs 202241Results – on a constant currency basis $m $m $m $m %42Net operating income 22,867 16,283 12,699 6,584 4043ECL (2,062) (1,862) 339 (200) (11)44Operating expenses (7,524) (6,894) (6,691) (630) (9)45Share of profit/(loss) in associates 46and JVs47(1) — 1 (1) —48Profit before tax 13,280 7,527 6,348 5,753 7649RoTE (annualised)1 (%) 23.4 13.7501 RoTE (annualised) in 2023 included a 3.1 percentage point favourable impact of the provisional gain 51r52ecognised on the acquisition of SVB UK. 53Commercial Banking54We operate in more than 50 markets, serving around 1.3 million 55customers, ranging from small enterprises to large companies 56operating globally including those in the new innovation economy.57Backing a manufacturer 58in its international 59expansion 60When Polygroup, a leading 61manufacturing business specialising in 62seasonal goods, decided to expand into 63new international markets, it was able to 64take advantage of our global network and 65local market insights.66The group, which employs more than 6715,000 people across four continents, 68partnered with us to expand to new 69locations in mainland China, Indonesia 70and Mexico. With our broad range 71of banking capabilities across our 72international network, we were able to 73provide capital expenditure financing to 74help build new manufacturing facilities. 75We also supported Polygroup in 76improving its cash flow during off-peak 77seasons by extending tailor-made 78trade solutions delivered through an 79international digital platform, and we 80continue to support it on its ESG journey.8178%82Increase in GPS revenue. 8310%84Increase in collaboration income from the sale 85of GBM products to CMB clients. 86Divisional highlights87Calculation is based on profit before tax of our 88global businesses excluding Corporate Centre.8932 HSBC Holdings plc Annual Report and Accounts 202390Strategic report | Global businesses