Update README.md

README.md

@@ -8,125 +8,152 @@ tags:
 - loss:MultipleNegativesRankingLoss
 base_model: BAAI/bge-small-en-v1.5
 widget:
-- source_sentence: Are there any ADGM-specific guidelines or best practices for integrating
-    anti-money laundering (AML) compliance into our technology and financial systems
-    to manage operational risks effectively?
+- source_sentence: >-
+    Are there any ADGM-specific guidelines or best practices for integrating
+    anti-money laundering (AML) compliance into our technology and financial
+    systems to manage operational risks effectively?
   sentences:
-  - 42) DISCLOSURE REQUIREMENTS . Material Exploration and drilling results Rule 12.5.1
-    sets out the reporting requirements relevant to disclosures of material Exploration
-    and drilling results in relation to Petroleum Resources. Such disclosures should
-    be presented in a factual and balanced manner, and contain sufficient information
-    to allow investors and their advisers to make an informed judgement of its materiality.
-    Care needs to be taken to ensure that a disclosure does not suggest, without reasonable
-    grounds, that commercially recoverable or potentially recoverable quantities of
-    Petroleum have been discovered, in the absence of determining and disclosing estimates
-    of Petroleum Resources in accordance with Chapter 12 and the PRMS.
-  - 55) DIGITAL SECURITIES SETTLEMENT Digital Settlement Facilities (DSFs) For the
-    purposes of this Guidance and distinct from RCHs, the FSRA will consider DSFs
-    suitable for the purposes of settlement (MIR Rule 3.8) and custody (MIR Rule 2.10)
-    of Digital Securities. A DSF, holding an FSP for Providing Custody, may provide
-    custody and settlement services in Digital Securities for RIEs and MTFs (as applicable).
-    Therefore, for the purposes of custody and settlement of Digital Securities, the
-    arrangements that a RIE or MTF would normally have in place with a RCH can be
-    replaced with arrangements provided by a DSF, provided that certain requirements,
-    as described in this section, are met.
-  - Part 6.Chapter 3.59.(1) The Regulator shall have the power to require an Institution
-    in Resolution, or any of its Group Entities, to provide any services or facilities
-    (excluding any financial support) that are necessary to enable the Recipient to
-    operate the transferred business effectively, including where the Institution
-    under Resolution or relevant Group Entity has entered into Insolvency Proceedings.
-- source_sentence: Can you provide further clarification on the specific measures
-    deemed adequate for handling conflicts of interest related to the provision and
+  - >-
+    42) DISCLOSURE REQUIREMENTS . Material Exploration and drilling results Rule
+    12.5.1 sets out the reporting requirements relevant to disclosures of
+    material Exploration and drilling results in relation to Petroleum
+    Resources. Such disclosures should be presented in a factual and balanced
+    manner, and contain sufficient information to allow investors and their
+    advisers to make an informed judgement of its materiality. Care needs to be
+    taken to ensure that a disclosure does not suggest, without reasonable
+    grounds, that commercially recoverable or potentially recoverable quantities
+    of Petroleum have been discovered, in the absence of determining and
+    disclosing estimates of Petroleum Resources in accordance with Chapter 12
+    and the PRMS.
+  - >-
+    55) DIGITAL SECURITIES SETTLEMENT Digital Settlement Facilities (DSFs) For
+    the purposes of this Guidance and distinct from RCHs, the FSRA will consider
+    DSFs suitable for the purposes of settlement (MIR Rule 3.8) and custody (MIR
+    Rule 2.10) of Digital Securities. A DSF, holding an FSP for Providing
+    Custody, may provide custody and settlement services in Digital Securities
+    for RIEs and MTFs (as applicable). Therefore, for the purposes of custody
+    and settlement of Digital Securities, the arrangements that a RIE or MTF
+    would normally have in place with a RCH can be replaced with arrangements
+    provided by a DSF, provided that certain requirements, as described in this
+    section, are met.
+  - >-
+    Part 6.Chapter 3.59.(1) The Regulator shall have the power to require an
+    Institution in Resolution, or any of its Group Entities, to provide any
+    services or facilities (excluding any financial support) that are necessary
+    to enable the Recipient to operate the transferred business effectively,
+    including where the Institution under Resolution or relevant Group Entity
+    has entered into Insolvency Proceedings.
+- source_sentence: >-
+    Can you provide further clarification on the specific measures deemed
+    adequate for handling conflicts of interest related to the provision and
     management of credit within an Authorised Person's organization?
   sentences:
-  - Part 19.Chapter 2.233.(3) If the Regulator considers that an auditor or actuary
-    has committed a contravention of these Regulations, it may disqualify the auditor
-    or actuary from being the auditor of, or (as the case may be), from acting as
-    an actuary for, any Authorised Person, Recognised Body or Reporting Entity or
-    any particular class thereof.
-  - '43) REGULATORY REQUIREMENTS FOR AUTHORISED PERSONS ENGAGED IN REGULATED ACTIVITIES
-    IN RELATION TO VIRTUAL ASSETS Anti-Money Laundering and Countering Financing of
-    Terrorism In order to develop a robust and sustainable regulatory framework for
-    Virtual Assets, FSRA is of the view that a comprehensive application of its AML/CFT
-    framework should be in place, including full compliance with, among other things,
-    the: a) UAE AML/CFT Federal Laws, including the UAE Cabinet Resolution No. (10)
-    of 2019 Concerning the Executive Regulation of the Federal Law No. 20 of 2018
-    concerning Anti-Money Laundering and Combating Terrorism Financing; b) UAE Cabinet
-    Resolution 20 of 2019 concerning the procedures of dealing with those listed under
-    the UN sanctions list and UAE/local terrorist lists issued by the Cabinet, including
-    the FSRA AML and Sanctions Rules and Guidance (“AML Rules”) or such other AML
-    rules as may be applicable in ADGM from time to time; and c) adoption of international
-    best practices (including the FATF Recommendations).'
-  - 4.4.2.(4) An Authorised Person with one or more branches outside the ADGM must
-    implement and maintain Credit Risk policies adapted to each local market and its
-    regulatory conditions.
-- source_sentence: How does the ADGM enforce the Market Abuse Provisions, such as
-    those outlined in section 92 of the FSMR, especially for Accepted Spot Commodities,
-    and what are the reporting obligations for companies in relation to market abuse
-    and transaction reporting?
+  - >-
+    Part 19.Chapter 2.233.(3) If the Regulator considers that an auditor or
+    actuary has committed a contravention of these Regulations, it may
+    disqualify the auditor or actuary from being the auditor of, or (as the case
+    may be), from acting as an actuary for, any Authorised Person, Recognised
+    Body or Reporting Entity or any particular class thereof.
+  - >-
+    43) REGULATORY REQUIREMENTS FOR AUTHORISED PERSONS ENGAGED IN REGULATED
+    ACTIVITIES IN RELATION TO VIRTUAL ASSETS Anti-Money Laundering and
+    Countering Financing of Terrorism In order to develop a robust and
+    sustainable regulatory framework for Virtual Assets, FSRA is of the view
+    that a comprehensive application of its AML/CFT framework should be in
+    place, including full compliance with, among other things, the: a) UAE
+    AML/CFT Federal Laws, including the UAE Cabinet Resolution No. (10) of 2019
+    Concerning the Executive Regulation of the Federal Law No. 20 of 2018
+    concerning Anti-Money Laundering and Combating Terrorism Financing; b) UAE
+    Cabinet Resolution 20 of 2019 concerning the procedures of dealing with
+    those listed under the UN sanctions list and UAE/local terrorist lists
+    issued by the Cabinet, including the FSRA AML and Sanctions Rules and
+    Guidance (“AML Rules”) or such other AML rules as may be applicable in ADGM
+    from time to time; and c) adoption of international best practices
+    (including the FATF Recommendations).
+  - >-
+    4.4.2.(4) An Authorised Person with one or more branches outside the ADGM
+    must implement and maintain Credit Risk policies adapted to each local
+    market and its regulatory conditions.
+- source_sentence: >-
+    How does the ADGM enforce the Market Abuse Provisions, such as those
+    outlined in section 92 of the FSMR, especially for Accepted Spot
+    Commodities, and what are the reporting obligations for companies in
+    relation to market abuse and transaction reporting?
   sentences:
-  - 6.2.6.(b) If appointed, the Trustee must also take reasonable steps to ensure
-    that its Employees comply with IFR 6.2.6(a) (i)- (iv).
-  - '8.3.2.Guidance on CDD.9. When employing an eKYC System to assist with CDD, a
-    Relevant Person should: a. ensure that it has a thorough understanding of the
-    eKYC System itself and the risks of eKYC, including those outlined by relevant
-    guidance from FATF and other international standard setting bodies; b. comply
-    with all the Rules of the Regulator relevant to eKYC including, but not limited
-    to, applicable requirements regarding the business risk assessment, as per Rule
-    6.1, and outsourcing, as per Rule 9.3; c. combine eKYC with transaction monitoring,
-    anti-fraud and cyber-security measures to support a wider framework preventing
-    applicable Financial Crime; and d. take appropriate steps to identify, assess
-    and mitigate the risk of the eKYC system being misused for the purposes of Financial
-    Crime.'
-  - 81) REGULATORY REQUIREMENTS - SPOT COMMODITY ACTIVITIES Market Abuse and Transaction
-    Reporting (FSMR) Importantly, the Market Abuse Provisions (including section 92)
-    in Part 8 of FSMR specifically cover Market Abuse Behaviour in relation to Accepted
-    Spot Commodities admitted to trading on an RIE, MTF or OTF. In this regard, the
-    FSRA imposes the same high regulatory standards to Accepted Spot Commodities traded
-    on RIEs, MTFs or OTFs as it does to Financial Instruments traded on RIEs, MTFs
-    or OTFs.
-- source_sentence: Can the ADGM provide examples of legal risks associated with securitisation
+  - >-
+    6.2.6.(b) If appointed, the Trustee must also take reasonable steps to
+    ensure that its Employees comply with IFR 6.2.6(a) (i)- (iv).
+  - >-
+    8.3.2.Guidance on CDD.9. When employing an eKYC System to assist with CDD, a
+    Relevant Person should: a. ensure that it has a thorough understanding of
+    the eKYC System itself and the risks of eKYC, including those outlined by
+    relevant guidance from FATF and other international standard setting bodies;
+    b. comply with all the Rules of the Regulator relevant to eKYC including,
+    but not limited to, applicable requirements regarding the business risk
+    assessment, as per Rule 6.1, and outsourcing, as per Rule 9.3; c. combine
+    eKYC with transaction monitoring, anti-fraud and cyber-security measures to
+    support a wider framework preventing applicable Financial Crime; and d. take
+    appropriate steps to identify, assess and mitigate the risk of the eKYC
+    system being misused for the purposes of Financial Crime.
+  - >-
+    81) REGULATORY REQUIREMENTS - SPOT COMMODITY ACTIVITIES Market Abuse and
+    Transaction Reporting (FSMR) Importantly, the Market Abuse Provisions
+    (including section 92) in Part 8 of FSMR specifically cover Market Abuse
+    Behaviour in relation to Accepted Spot Commodities admitted to trading on an
+    RIE, MTF or OTF. In this regard, the FSRA imposes the same high regulatory
+    standards to Accepted Spot Commodities traded on RIEs, MTFs or OTFs as it
+    does to Financial Instruments traded on RIEs, MTFs or OTFs.
+- source_sentence: >-
+    Can the ADGM provide examples of legal risks associated with securitisation
     that Authorised Persons should particularly be aware of and manage?
   sentences:
-  - 6.Introduction.Guidance.1. This Chapter includes the detailed Rules and associated
-    guidance in respect of a firm's obligation to manage effectively its Exposures
-    to Operational Risk. Operational Risk refers to the risk of incurring losses due
-    to the failure of systems, processes, and personnel to perform expected tasks.
-    Operational Risk losses also include losses arising out of legal risk. This Chapter
-    aims to ensure that an Authorised Person has a robust Operational Risk management
-    framework commensurate with the nature, scale and complexity of its operations
-    and that it holds sufficient regulatory capital against Operational Risk Exposures.
-  - APP4.A4.3.19 Own estimate haircuts . If an Authorised Person fails to comply with
-    Rule A4.3.18, the Regulator may revoke its approval for the Authorised Person
-    to use own estimate haircuts. The Authorised Person may also be required to revise
-    its estimates for the purpose of calculating regulatory Capital Requirements if
-    its estimates of E*, does not adequately reflect its Exposure to Counterparty
-    Credit Risk.
-  - 2.5.6 Financial risk . All applicants are required to demonstrate they have a
-    sound initial capital base and funding and must be able to meet the relevant prudential
-    requirements of ADGM legislation, on an ongoing basis. This includes holding enough
-    capital resources to cover expenses even if expected revenue takes time to materialise.
-    Start-ups can encounter greater financial risks as they seek to establish and
-    grow a new business.
-- source_sentence: Could you provide detailed guidance on the acceptable threshold
-    for "significant loss" to clients in the context of IT infrastructure resilience
+  - >-
+    6.Introduction.Guidance.1. This Chapter includes the detailed Rules and
+    associated guidance in respect of a firm's obligation to manage effectively
+    its Exposures to Operational Risk. Operational Risk refers to the risk of
+    incurring losses due to the failure of systems, processes, and personnel to
+    perform expected tasks. Operational Risk losses also include losses arising
+    out of legal risk. This Chapter aims to ensure that an Authorised Person has
+    a robust Operational Risk management framework commensurate with the nature,
+    scale and complexity of its operations and that it holds sufficient
+    regulatory capital against Operational Risk Exposures.
+  - >-
+    APP4.A4.3.19 Own estimate haircuts . If an Authorised Person fails to comply
+    with Rule A4.3.18, the Regulator may revoke its approval for the Authorised
+    Person to use own estimate haircuts. The Authorised Person may also be
+    required to revise its estimates for the purpose of calculating regulatory
+    Capital Requirements if its estimates of E*, does not adequately reflect its
+    Exposure to Counterparty Credit Risk.
+  - >-
+    2.5.6 Financial risk . All applicants are required to demonstrate they have
+    a sound initial capital base and funding and must be able to meet the
+    relevant prudential requirements of ADGM legislation, on an ongoing basis.
+    This includes holding enough capital resources to cover expenses even if
+    expected revenue takes time to materialise. Start-ups can encounter greater
+    financial risks as they seek to establish and grow a new business.
+- source_sentence: >-
+    Could you provide detailed guidance on the acceptable threshold for
+    "significant loss" to clients in the context of IT infrastructure resilience
     for virtual asset service providers?
   sentences:
-  - APP8.A8.11.1 An Insurer must calculate the asset management risk component in
-    respect of a Long Term Insurance Fund according to the method set out in Rule
-    A4.13, applied as though all references in that Rule to an Insurer were instead
-    references to that fund.
-  - '60) REGULATORY REQUIREMENTS FOR AUTHORISED PERSONS ENGAGED IN REGULATED ACTIVITIES
-    IN RELATION TO VIRTUAL ASSETS Security measures and procedures IT infrastructures
-    should be strong enough to resist, without significant loss to Clients, a number
-    of scenarios, including but not limited to: accidental destruction or breach of
-    data, collusion or leakage of information by employees/former employees, successful
-    hack of a cryptographic and hardware security module or server, or access by hackers
-    of any single set of encryption/decryption keys that could result in a complete
-    system breach.'
-  - APP4.A4.3.17.(2) An Authorised Person must not use own estimate haircuts unless
-    it has received approval to adopt the internal models approach to calculate the
-    Market Risk Capital Requirement.
+  - >-
+    APP8.A8.11.1 An Insurer must calculate the asset management risk component
+    in respect of a Long Term Insurance Fund according to the method set out in
+    Rule A4.13, applied as though all references in that Rule to an Insurer were
+    instead references to that fund.
+  - >-
+    60) REGULATORY REQUIREMENTS FOR AUTHORISED PERSONS ENGAGED IN REGULATED
+    ACTIVITIES IN RELATION TO VIRTUAL ASSETS Security measures and procedures IT
+    infrastructures should be strong enough to resist, without significant loss
+    to Clients, a number of scenarios, including but not limited to: accidental
+    destruction or breach of data, collusion or leakage of information by
+    employees/former employees, successful hack of a cryptographic and hardware
+    security module or server, or access by hackers of any single set of
+    encryption/decryption keys that could result in a complete system breach.
+  - >-
+    APP4.A4.3.17.(2) An Authorised Person must not use own estimate haircuts
+    unless it has received approval to adopt the internal models approach to
+    calculate the Market Risk Capital Requirement.
 pipeline_tag: sentence-similarity
 library_name: sentence-transformers
 metrics:
@@ -164,6 +191,8 @@ model-index:
     - type: dot_score_map@10
       value: 0.6312994062801272
       name: Dot Score Map@10
+language:
+- en
 ---
 
 # SentenceTransformer based on BAAI/bge-small-en-v1.5