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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.

sourceHugging Faceupdated 1y agoView on Hugging Face

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rootPNCPNC_100PagesText_TextNeedlesPNC_100Pages_TextNeedles_page_14.txt

PNC_100Pages_TextNeedles_page_14.txt35 linesDownload Raw Back to Text_TextNeedles

1NON-GAAP RECONCILIATIONS (continued) 2Pretax Pre-Provision Earnings (non-GAAP) 3Adjusted Pretax Pre-Provision Earnings (non-GAAP)4   YEAR ENDED5    December 31, December 31, December 31, 6Dollars in millions    2023 2022 20217Income before income taxes and noncontrolling interests $ 6,736 $ 7,473  $ 6,9888Provision for (recapture of) credit losses  742  477   (779)9Pretax pre-provision earnings (non-GAAP) $ 7,478 $ 7,950  $ 6,20910Total non-core noninterest expense adjustments  66511Adjusted pretax pre-provision earnings (non-GAAP) $ 8,143 $ 7,950  $ 6,20912Pretax pre-provision earnings is a non-GAAP measure and is based on adjusting income before income taxes and noncontrolling interests to exclude provision for (recapture of) 13credit losses. We believe that pretax, pre-provision earnings is a useful tool to help evaluate the ability to provide for credit costs through operations and provides an additional 14basis to compare results between periods by isolating the impact of provision for (recapture of) credit losses, which can vary significantly between periods.15Adjusted pretax pre-provision earnings is a non-GAAP measure and is based on adjusting pretax pre-provision earnings to exclude non-core noninterest expense adjustments 16comprised of costs related to the FDIC special assessment related to the closures of SVB and Signature Bank as well as restructuring expenses incurred as part of the workforce 17reduction executed in the fourth quarter of 2023. We believe that this non-GAAP measure is a useful tool in understanding PNC’s results by providing greater comparability 18between periods, as well as demonstrating the effect of significant items.19Diluted Earnings per Common Share — as adjusted (non-GAAP)20       YEAR ENDED21     December 31, Per Common 22Dollars in millions, except per share data     2023 Share23Net income attributable to common shareholders             $ 5,153   -24Dividends and undistributed earnings allocated to nonvested restricted shares          (27 )25Net income attributable to diluted common shareholders             $ 5,126   $12.7926Total non-core noninterest expense adjustments after tax (a)              525   1.3127Net income attributable to diluted common shareholders — as adjusted (non-GAAP)         $ 5,651  $ 14.1028Average diluted common shares outstanding (in millions)              40129(a) Statutory tax rate of 21% used to calculate impacts.30Diluted earnings per common share — as adjusted is a non-GAAP measure and excludes non-core noninterest expense adjustments comprised of costs related to the FDIC  31special assessment related to the closures of SVB and Signature Bank as well as restructuring expenses incurred as part of the workforce reduction executed in the fourth quarter 32of 2023. It is calculated based on adjusting net income attributable to diluted common shareholders by removing post-tax non-core noninterest expense adjustments in the period.  33We believe this non-GAAP measure serves as a useful tool in understanding PNC’s results by providing greater comparability between periods, as well as demonstrating the effect 34of significant items.3512  |  FROM THE CEO  |  MARCH 1, 2024