Model: Sleem247/Legal-Embed-bge-base-en-v1.5-Q8_0-GGUF
Author: Sleem247
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, gguf, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1456, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, llama-cpp, gguf-my-repo, en, base_model:axondendriteplus/Legal-Embed-bge-base-en-v1.5, base_model:quantized:axondendriteplus/Legal-Embed-bge-base-en-v1.5, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (quantized): id: axondendriteplus/Legal-Embed-bge-base-en-v1.5
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1456, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, llama-cpp, gguf-my-repo
base_model: axondendriteplus/Legal-Embed-bge-base-en-v1.5
widget: source_sentence: relation to a portfolio manager being a body corporate, shall be construed with reference to : (i) the definition of control in terms of Regulation 2(1)(e) of SEBI (Substantial Acquisition of Shares and Takeovers) Regulations, 2011 as amended from time to time, if its shares are listed on any recognized stock exchange; (ii) in any other case, change in the controlling interest in the body corporate; Explanation. For the purpose of sub-clause (ii), the expression controlling interest means, (A) an interest, whether direct or indirect, to the extent of at least fifty-one percent of voting rights in the body corporate; (B) right to appoint majority of the directors or to control the management directly or indirectly. Page 3 of 78 reference to the definition of control in terms of regulations framed under clause (h) of sub-section (2) of section 11 of the Act; (B) if its shares are not listed on any recognised stock exchange, shall be construed with reference to the definition of control as provided in sub-section (27) of Section 2 of the Companies Act, 2013 (18 of 2013);] (f) chartered accountant" means a chartered accountant as defined in clause (b) of sub- section (1) of section 2 of the Chartered Accountants Act, 1949 (38 of 1949) and who has obtained a certificate of practice under sub-section (1) of section 6 of that Act; 5[(fa) Co-investment Portfolio Manager means a Portfolio Manager who is a Manager of a Category I or Category II Alternative Investment Fund(s); and: (i) provides services only to the investors of such Category I or Category II Alternative Investment Fund(s); and (ii) makes investment only in unlisted securities of investee companies where such Category I or Category II Alternative Investment Fund(s) make investments: Provided that the Co-investment Portfolio Manager may provide services to investors from any other Category I or Category II Alternative Investment Fund(s) which are managed by them and are also sponsored by the same Sponsor(s);] (g) discretionary portfolio manager means a portfolio manager who under a contract relating to portfolio management, exercises or may exercise, any degree of discretion as to the investment of funds or management of the portfolio of securities of the client, as the case may be; (h) eligible fund manager shall have the same meaning as assigned to it in sub-section (4) of Section 9A of the Income-tax Act, 1961; (i) eligible investment fund shall have the same meaning as assigned to it in sub-section (3) of Section 9A of the Income-tax Act, 1961; 5 Inserted by the Securities and Exchange Board of India (Portfolio Managers) (Fourth Amendment) Regulations, 2021 w. Page 4 of 78 (j) "form" means a form specified in Schedule I; (k) goods means the goods notified by the Central Government under clause (bc) of section 2 of the Securities Contracts (Regulation) Act, 1956 and forming the underlying of any commodity derivative; (l) "inspecting authority" means one or more persons appointed by the Board to exercise powers conferred under Chapter V; 6[(la) large value accredited investor means an accredited investor who has entered into an agreement with the portfolio manager for a minimum investment amount of ten crore rupees;] 7[(lb) investee company shall have the same meaning as assigned to it in clause (o) of sub- regulation (1) of regulation 2 of the Securities and Exchange Board of India (Alternative Investment Funds) Regulations, 2012; (lc) Manager shall
sentences: What are the particulars of units of the scheme and/or shares and debentures of the company issued for consideration other than cash?, What is the maximum period allowed for a listed company to increase its public shareholding to twenty-five percent after it falls below that threshold as a result of an approved resolution plan under the Insolvency and Bankruptcy Code, 2016?, What is the definition of "controlling interest" in the context of a body corporate under the SEBI regulations?, source_sentence: The issuer making a private placement of debt securities and non-convertible redeemable preference shares and seeking listing thereof on a recognised stock exchange shall make the following disclosures in the placement memorandum: (a) disclosures specified in 28[Schedule I] of these regulations; (b) disclosures specified in the Companies Act, 2013 (18 of 2013), as applicable; (c) additional disclosures as may be specified by the Board. (2) The disclosures as provided in sub-regulation (1) shall be made on the websites of stock exchange(s) where such securities are proposed to be listed and shall be available for download in PDF or any other format as may be specified by the Board. (3) The issuer shall ensure that the audited financial statements contained in the placement memorandum 29[] shall not be more than six months old from the date of filing placement memorandum or the issue opening date, as applicable: 27 Substituted by the by the Securities and Exchange Board of India (Issue and Listing of Non-Convertible Securities) (Amendment) Regulations, 2024 w. Prior to substitution, it read as The debenture trustee shall submit a due diligence certificate to the stock exchange: (a) in case of secured debt securities, in the format as specified in Schedule IV of these regulations; and (b) in case of unsecured debt securities, in the format as specified in Schedule IVA of these regulations. Prior to this, it was substituted by the Securities and Exchange Board of India (Issue and Listing of Non-Convertible Securities) (Amendment) Regulations, 2022, w. Prior to substitution, sub-regulation 3 read as: Debenture trustee shall submit a due diligence certificate to the stock exchange in the format as specified in Schedule IV of these regulations. 28 Substituted by the Securities and Exchange Board of India (Issue and Listing of Non-Convertible Securities) (Second Amendment) Regulations, 2023, w. Prior to substitution, the words were Schedule II. 29 Omitted by the Securities and Exchange Board of India (Issue and Listing of Non-Convertible Securities) (Second Amendment) Regulations, 2023, w. Prior to omission, the words were and tranche placement memorandum. Page 26 of 79 Provided that in case of: (a) listed issuers (whose non-convertible securities or specified securities are listed on recognised stock exchange(s)), who are in compliance with the listing regulations; (b) the issuers of non-convertible securities, who are subsidiaries of entities who have listed their specified securities, and are in compliance with the listing regulations, instead of audited financial statements for the stub period, they may disclose unaudited financial information for such period in the format as prescribed in the listing regulations with limited review report, as filed with the stock exchange(s), subject to necessary disclosures in this regard in the placement memorandum including risk factors. Allotment of securities 46. The issuer shall ensure allotment of debt securities and non-convertible redeemable preference shares issued on a private placement basis and credit to the dematerialised account of the investors, is made within such time as may be specified by the Board. PART B ADDITIONAL PROVISIONS FOR LISTING OF DEBT SECURITIES ISSUED ON PRIVATE PLACEMENT BASIS Filing of shelf placement memorandum 47. 30[] Creation of security 48. (1) While creating a charge or security, the issuer shall have the option to create charge or security over the properties or assets (movable, immovable, tangible, intangible), shares or any interest thereon, of the issuer or its subsidiaries or its holding companies or its associate companies. 30 Omitted by the Securities and Exchange Board of India
sentences: What is the penalty for a reporting requirement violation under the PIT Regulations if there is a delay of more than three months?, What are the names of the members of the issuer's audit committee, nomination and remuneration committee, and stakeholders relationship committee?, What disclosures must an issuer include in the placement memorandum when making a private placement of debt securities and non-convertible redeemable preference shares?, source_sentence: Accredited refineries means refineries empanelled by the Stock Exchanges; Page 4 of 26 (c) Assayer means a person engaged in the process of assessing the purity or quality of gold; (d) Beneficial Owner means a person whose name is recorded as such with a depository/depository participant; (e) Board means the Securities and Exchange Board of India established under section 3 of the Act; 1[(f) Change in control in case of a body corporate (A) if its shares are listed on any recognised stock exchange, shall be construed with reference to the definition of control in terms of regulations framed under clause (h) of sub-section (2) of section 11 of the Act; (B) if its shares are not listed on any recognised stock exchange, shall be construed with reference to the definition of control as provided in sub-section (27) of Section 2 of the Companies Act, 2013 (18 of 2013);] (g) Depositor means a person who owns the gold deposited with the vault for creation of Electronic Gold Receipt and its trading on recognized stock exchange; (h) Electronic Gold Receipt shall have the meaning assigned to it under the Securities Contracts (Regulation) Act, 1956; (i) Gold standard means the purity and standard of gold as specified by the recognized stock exchanges; (j) Nominated agencies means agencies nominated by the Directorate General of Foreign Trade for import of Gold under the Foreign Trade (Development and Regulation) Act, 1992; 1 Substituted by the Securities and Exchange Board of India (Change in Control in Intermediaries) (Amendment) Regulations, 2023 w. Prior to the substitution, clause (f) read as under: Change in control, in relation to a Vault Manager being a body corporate, shall be construed with reference to: (i) the definition of control in terms of regulation 2(1)(e) of SEBI (Substantial Acquisition of Shares and Takeovers) Regulations, 2011 as amended from time to time if its shares are listed on any recognized stock exchange; (ii) in any other case, change in the controlling interest in the body corporate; Explanation For the purpose of sub-clause (ii), the expression controlling interest means- (A) an interest, whether direct or indirect, to the extent of at least fifty-one percent of voting rights in the body corporate; or (B) right to appoint majority of the directors or to control the management directly or indirectly; Page 5 of 26 (k) Recognized vault means the premises encompassing strong room(s) set up and managed by the Vault Manager and which conforms with all the requirements specified by the Board for the purpose of providing vaulting services; (l) Vault Manager means any person who carries on or intends to carry on the business of providing vaulting services; (m) Vaulting service in relation to gold means the storage and safekeeping of gold deposited with the Vault Manager, by the depositor, for the purpose of trading in Electronic Gold Receipt and providing services incidental thereto, and includes (i) utilizing the services of assayers empanelled with the Stock Exchanges for testing as per the gold standard, wherever required; (ii) coordination with depositories for creation, transfer and extinguishment of Electronic Gold Receipt; and (iii) providing deposit, storage and withdrawal services to the beneficial owners. (2) The words and expressions used and not defined in these regulations, but defined in the Act, the Securities Contracts (Regulation) Act, 1956, (42 of 1956), the Companies Act, 2013 (18 of 2013), the Depositories Act, 1996, or any rules
sentences: What happens if the eighth day, as reckoned under the Negotiable Instruments Act, is itself a public holiday?, What is the role of an Assayer according to the context provided?, What disclosures are required regarding significant income sources that constitute more than 10% of total income?, source_sentence: Regulations, 2023 w. 93 Inserted by the Securities and Exchange Board of India (Buy-Back of Securities) (Second Amendment) Regulations, 2024 w. Particulars Content Public Announcement i) The Public announcement shall be dated and signed on behalf of the Board of Directors of the company by its manager or secretary, if any, and by not less than two directors of the company one of whom shall be a managing director where there is one. ii) A full and complete disclosure of all material facts including the disclosures mentioned in Schedule I. iii) In addition to the disclosures in Schedule A, the following disclosures shall be made: i) Date of shareholders approval for buy-back, if applicable; ii) Minimum and maximum number of securities that the company proposes to buy-back, sources of funds from which the buy-back would be made and the cost of financing the buy-back; iii) Proposed time table from opening of offer till the extinguishment of the certificates; iv) Process and methodology to be adopted for the buy- back; v) Brief information about the company; i) The Public announcement shall be dated and signed on behalf of the Board of Directors of the company by its manager or secretary, if any, and by not less than two directors of the company one of whom shall be a managing director where there is one. ii) A full and complete disclosure of all material facts including the disclosures mentioned in Schedule I. Page 46 of 51 SCHEDULE - IV [Regulation 16(iv)(b)] Public Announcement for Open Market Buy-Back through Stock Exchange Particulars Content Public Announcement i) The Public announcement shall be dated and signed on behalf of the Board of Directors of the company by its manager or secretary, if any, and by not less than two directors of the company one of whom shall be a managing director where there is one. ii) A full and complete disclosure of all material facts including the disclosures mentioned in Schedule I. iii) In addition to the disclosures in Schedule A, the following disclosures shall be made: i) Date of shareholders approval for buy-back, if applicable; ii) Minimum and maximum number of securities that the company proposes to buy-back, sources of funds from which the buy-back would be made and the cost of financing the buy-back; iii) Proposed time table from opening of offer till the extinguishment of the certificates; iv) Process and methodology to be adopted for the buy- back; v) Brief information about the company; Particulars Content vi) Audited Financial information for the last 3 years and the lead manager shall ensure that the particulars (audited statement and un-audited statement) contained therein shall not be more than more than 6 months old from the date of the public announcement together with financial ratios as may be specified by the Board; Explanation: Ensure that the un-audited financial results, if any disclosed, should be certified / limited review by statutory auditors. vii) Details of escrow account opened and the amount deposited therein; viii) Listing details and stock market data: a) high, low and average market prices of the securities of the company proposed to be bought back, during the preceding three years; b) monthly high and low prices for the six months preceding the date of the public announcement; c) the number of securities traded on the days when the high and low prices were recorded on the relevant stock exchanges during the period stated at (a) and (b) above; d) the stock market data referred to above shall be shown separately for periods marked by a change in capital structure, with such period commencing from the date the concerned stock exchange recognises the change in the capital structure. when the securities have become ex-rights or ex-bonus) ; e)
sentences: What is the time frame within which a return of allotment of securities must be filed with the Registrar according to the Companies (Registration Offices and Fees) Rules, 2014?, What is the deadline for a listed entity to put in place systems and processes for compliance with clause (f) of sub-regulation (2) of regulation 34 after it is required to comply for the first time?, What are the specific disclosures required in a public announcement for a buy-back of securities according to the Securities and Exchange Board of India regulations?, source_sentence: 1996. In section 19 of the Depositories Act, 1996 (hereafter in this chapter referred to as the principal Act in this chapter), the following Explanation shall be inserted, namely:- Explanation. For the removal of doubts, it is hereby declared that power to issue directions under this section shall include and always be deemed to have been included the power to direct any person, who made profit or averted loss by indulging in any transaction or activity in contravention of the provisions of this Act or regulations made thereunder, to disgorge an amount equivalent to the wrongful gain made or loss averted by such contravention.
sentences: What are the qualifications required for a judge to be appointed to a Special Court under this Act?, What is the purpose of the Explanation inserted in section 19 of the Depositories Act, 1996?, What is the minimum percentage of total issued shares that the acquirer must reach in order for the delisting offer to be considered successful?
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: BGE base Financial Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.4382716049382716
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6728395061728395
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7777777777777778
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8580246913580247
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4382716049382716
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.22427983539094648
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15555555555555553
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08580246913580246
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4382716049382716
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6728395061728395
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7777777777777778
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8580246913580247
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6428614066755418
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5741034685479128
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5797257501601716
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0.4444444444444444
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6296296296296297
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7592592592592593
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8641975308641975
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4444444444444444
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.20987654320987653
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15185185185185182
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08641975308641975
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4444444444444444
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6296296296296297
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7592592592592593
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8641975308641975
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6424917276007668
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5728444052518128
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5773952759400294
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.43209876543209874
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6358024691358025
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7407407407407407
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.845679012345679
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.43209876543209874
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2119341563786008
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14814814814814814
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0845679012345679
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.43209876543209874
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6358024691358025
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7407407407407407
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.845679012345679
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6298899132310976
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5615275328238291
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5662024671287015
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0.35185185185185186
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5925925925925926
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6666666666666666
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7901234567901234
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.35185185185185186
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.19753086419753083
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.13333333333333333
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07901234567901233
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.35185185185185186
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5925925925925926
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6666666666666666
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7901234567901234
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5650963052939507
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4939937291789145
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5021583390082357
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0.3395061728395062
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.46296296296296297
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5679012345679012
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7283950617283951
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3395061728395062
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15432098765432098
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11358024691358024
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0728395061728395
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3395061728395062
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.46296296296296297
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5679012345679012
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7283950617283951
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.508249043903652
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.44131883205957295
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4497396435136278
name: Cosine Map@100
verified: no
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Created: 2025-11-19 07:42:18