Datasetpublic

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

20likes90kdownloads

rootPNCPNC_100PagesText_TextNeedlesPNC_100Pages_TextNeedles_page_88.txt

PNC_100Pages_TextNeedles_page_88.txt35 linesDownload Raw Back to Text_TextNeedles

1The following table summarizes our ACL related to loans:2Table 24: Allowance for Credit Losses by Loan Class (a)3December 31, 2023 December 31, 20224Dollars in millions5Allowance 6Amount Total Loans7% of Total 8Loans9Allowance 10Amount Total Loans11% of Total 12Loans13Allowance for loans and lease losses14Commercial15Commercial and industrial $ 1,806 $ 177,580  1.02 % $ 1,957 $ 182,219  1.07 %16Commercial real estate  1,371  35,436  3.87 %  1,047  36,316  2.88 %17Equipment lease financing  82  6,542  1.25 %  110  6,514  1.69 %18Total commercial  3,259  219,558  1.48 %  3,114  225,049  1.38 %19Consumer20Residential real estate  61  47,544  0.13 %  92  45,889  0.20 %21Home equity  276  26,150  1.06 %  274  25,983  1.05 %22Automobile  173  14,860  1.16 %  226  14,836  1.52 %23Credit card  766  7,180  10.67 %  748  7,069  10.58 %24Education  56  1,945  2.88 %  63  2,173  2.90 %25Other consumer  200  4,271  4.68 %  224  5,026  4.46 %26Total consumer  1,532  101,950  1.50 %  1,627  100,976  1.61 %27Total $ 4,791 $ 321,508  1.49 % $ 4,741 $ 326,025  1.45 %28Allowance for unfunded lending related commitments  663  694 29Allowance for credit losses $ 5,454 $ 5,435 30Allowance for credit losses to total loans  1.70 %  1.67 %31Commercial  1.73 %  1.66 %32Consumer  1.62 %  1.69 %33(a)  Excludes allowances for investment securities and other financial assets, which together totaled $ 120 million and $176 million at December 31, 2023 and 2022, respectively.34 3568    The PNC Financial Services Group, Inc. – 2023 Form 10-K