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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.

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126 Financial instruments and fair value disclosures (continued)220223Level 1  4£m5Level 2  6£m7Level 3  8£m9Total  10£m11Assets measured at fair value12Derivative financial instruments – 72.9 – 72.913Other investments 5.5 1.8 5.4 12.7145.5 74.7 5.4 85.615Liabilities measured at fair value 16Derivative financial instruments – (79.2) – (79.2)17– – (278.9) (278.9)18Other financial liabilities – (79.2) (278.9) (358.1)19Net assets/(liabilities) measured at fair value 5.5 (4.5) (273.5) (272.5)20There have been no transfers of assets or liabilities recorded at fair value between the levels of the fair value hierarchy.21Included within other financial assets and derivative financial instruments measured at fair value are: the Group’s currency swaps 22held against debt instruments as an asset of £31.9m (2022: asset of £72.9m) and a liability of £117.5m (2022: £79.2m), investment 23in RAS Technology, designated as fair value through other comprehensive income, £2.1m (2022: £1.0m), an investment in Scout 24Gaming of £0.3m (2022: £0.3m), a convertible equity instruments with Visa Inc. for £2.5m (2022: £1.8m) and Greenrun Inc. for £3.1m 25(2022: £nil),and an investment fund of £5.0m (2022:£4.9m), all designated as fair value through profit and loss. During the year, the Group 26disposed of its investment in Hui10 (2022: £5.1m) as a share-for-share exchange with Intuitive Investment Group plc (“IIG) at a £nil profit 27or loss. The investment in IIG of £5.1m is designated as fair value through other comprehensive income. The fair value of the investments 28at 31 December 2023 and 31 December 2022 is not materially different to their original cost.29Contingent and deferred consideration30Contingent and deferred consideration arises through business combinations, the fair value for which is reassessed at each reporting 31date using updated inputs and assumptions based on the latest financial forecasts of each respective business. As at 31 December 2023 32contingent and deferred consideration included within other financial liabilities was £1,335.5m (2022: £261.7m), including £1,155.1m 33on Tab NZ as well as from the Group’s acquisitions of SuperSport in the prior year, and in year acquisitions of ASF Limited, BetCity, 34and 365Scores. 35The valuation of the contingent element of consideration is subject to estimation uncertainty as the amount payable is based on 36various factors, including future profitability. With the exception of Tab NZ, based on the current profit forecast and reasonable upside 37and downside sensitivities, the range of potential valuations is not expected to be materially different from that provided for in the 38financial statements. For Tab NZ where the range of potential outcomes could be materially different from the amounts provided as it 39is subject to the future performance of the business over a 25-year time period. The fair value of contingent consideration for Tab NZ at 4031 December 2023 was £788.3m. The valuation technique used for calculating the contingent consideration was a discounted cash flow 41model. The key unobservable inputs for the calculation are revenue growth rates, adjusted gross profit margin and discount rate. A 5% 42movement in forecast cash flows, both positive and negative, would impact the contingent consideration liability by approximately £50m, 43whereas the 0.5pp movement in the discount rate would affect the liability by approximately £40m.44During the year, the Group paid £266.7m (2022: £32.9m) of deferred and contingent consideration in relation to the 45aforementioned acquisitions.46Put option liability47The amortised costs of the put option liability recognised is not materially different to fair value.48Ante-post49Ante-post liabilities are valued using methods and inputs that are not based upon observable market data. The principal assumptions 50relate to anticipated gross win margins on unsettled bets. There are no reasonably probable changes to assumptions or inputs that would 51lead to material changes in the fair value determined, although the final value will be determined by future sporting results.521 Overview 8 Strategic report 88 Governance 140 Financial statements53Entain plc Annual Report 2023 19554Notes to the consolidated  55financial statements 56for the year ended  5731 December 2023
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