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.
2089k
1Equity2Total equity as of 31 December 2023 was € 7,817 million compared to € 7,828 million as of 331 December 2022. The decrease of € 10 million was mainly driven by the dividend payment 4of € 410 million for the year 2022. and the negative impact from foreign exchange rate 5movements on capital denominated in non-Euro currencies of € 140 million offset by net 6income after tax for the year 2023 of € 553 million. 7Regulatory Own Funds8IFRS 7/IAS 19IFR Articles 49(1)(c), 50(c), 50(d) 10Our regulatory own funds and own funds requirements are based on the Regulation (EU) 112019/2033 on the prudential requirements of investment firms (IFR), the Directive (EU) 122019/2034 on the prudential supervision of investment firms (IFD), and the Investment Firm 13Act. We are an investment firm group under IFR. 14Our regulatory own funds increased by € 21 million to € 3,062 million as of 31 December 152023. The increase was mainly driven by recognition of profits and the partially offsetting 16negative impact from foreign exchange rate movements on capital denominated in non-Euro 17currencies. Our own funds consist of Common Equity Tier 1 capital. There are no additional 18Tier 1 or Tier 2 instruments issued. 19The own funds requirement based on K-factors according to IFR was € 524 million as of 2031 December 2023, a decrease by € 62 million compared to € 587 million as of 31 December 212022. The decrease was largely due to the impact from lower average assets safeguarded 22and administered.23The fixed overheads requirement as of 31 December 2023 was € 411 million compared to 24€ 377 million as of 31 December 2022 and was lower than the own funds requirement based 25on K-factors. As in the previous year, our own funds requirement was therefore still based on 26the K-factors. The own funds excess over K-factor requirements was € 2,538 million as of 2731 December 2023. With that we comply with the overall regulatory capital requirements 28according to IFR article 11. 29We applied the IFR and related regulatory technical standards where available. Where 30individual technical standards are still pending, we aligned our approach to the Regulation 31(EU) No 575/2013, that applied to us until the introduction of the IFR. We do not expect 32changes with final publication of such regulatory technical standards.33Regulatory own funds and requirements34135in € m. (unless stated otherwise) 31 Dec 2023 31 Dec 202236Regulatory own funds:37Common Equity Tier 1 capital 3,062 3,041 38Tier 1 capital (CET1 + AT1) 3,062 3,041 39Tier 2 capital 0 0 40Total regulatory own funds 3,062 3,041 41K-factor requirement:42K-AuM (assets under management) 170 177 43K-ASA (assets safeguarded and administered) 5 49 44K-COH (client orders handled) 0 0 45K-NPR (net position risk) 350 361 46Total own funds requirement based on k-factors 524 587 47Own funds excess (shortfall) 2,538 2,455 48149Scope and methods of consolidation in line with CRR and regulatory technical standards.50Reconciliation of IFRS equity to regulatory own funds51in € m. 31 Dec 2023 31 Dec 202252Shareholders‘ equity, as defined by IFRS, regulatory basis of consolidation 7,763531547,79955Elimination of net income, net of profit recognition 482 459 56Deduction of:57Goodwill and other intangible assets (net of related deferred tax liabilities) 3,470 3,542 58Deferred tax assets 131 157 59Financial sector entities 535 513 60Other61262 84 86 63Regulatory own funds 3,062 3,041 64165 Adjusted by lower prudentially recognized retained earnings of € 28 million.66267 Synthetic holdings of own CET1 instruments, prudent valuation, defined benefit pension plan assets, minimum value 68commitments.69 70To our Shareholders Summarised 71Management Report72Consolidated 73Financial Statements Compensation Report Corporate Govern-74ance Statement75Supplementary 76Information DWS 2023 Annual Report77 78Our Performance Indicators7916 Our Financial Position