Model: Tejasw1/bge-base-legal-matryoshka-v1
Author: Tejasw1
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:9791, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: base_model: BAAI/bge-base-en-v1.5
language: en
library_name: sentence-transformers
license: apache-2.0
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:9791, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Show Related Subordinates (1) In a winding up, subject to the provisions of section 326, there shall be paid in priority to all other debts,-- (a) all revenues, taxes, cesses and rates due from the company to the Central Government or a State Government or to a local authority at the relevant date, and having become due and payable within the twelve months immediately before that date; (b) all wages or salary including wages payable for time or piece work and salary earned wholly or in part by way of commission of any employee in respect of services rendered to the company and due for a period not exceeding four months within the twelve months immediately before the relevant date, subject to the condition that the amount payable under this clause to any workman shall not exceed such amount as may be notified; (c) all accrued holiday remuneration becoming payable to any employee, or in the case of his death, to any other person claiming under him, on the termination of his employment before, or by the winding up order, or, as the case may be, the dissolution of the company; (d) unless the company is being wound up voluntarily merely for the purposes of reconstruction or amalgamation with another company, all amount due in respect of contributions payable during the period of twelve months immediately before the relevant date by the company as the employer of persons under the Employees State Insurance Act, 1948 (34 of 1948) or any other law for the time being in force; (e) unless the company has, at the commencement of winding up, under such a contract with any insurer as is mentioned in section 14 of the Workmens Compensation Act, 1923 (8 of 1923), rights capable of being transferred to and vested in the workmen, all amount due in respect of any compensation or liability for compensation under the said Act in respect of the death or disablement of any employee of the company: Provided that where any compensation under the said Act is a weekly payment, the amount payable under this clause shall be taken to be the amount of the lump sum for which such weekly payment could, if redeemable, be redeemed, if the employer has made an application under that Act; (f) all sums due to any employee from the provident fund, the pension fund, the gratuity fund or any other fund for the welfare of the employees, maintained by the company; and (g) the expenses of any investigation held in pursuance of sections 213 and 216, in so far as they are payable by the company. (2) Where any payment has been made to any employee of a company on account of wages or salary or accrued holiday remuneration, himself or, in the case of his death, to any other person claiming through him, out of money advanced by some person for that purpose, the person by whom the money was advanced shall, in a winding up, have a right of priority in respect of the money so advanced and paid-up to the amount by which the sum in respect of which the employee or other person in his right would have been entitled to priority in the winding up has been reduced by reason of the payment having been made. (3) The debts enumerated in this section shall-- (a) rank equally among themselves and be paid in full, unless the assets are insufficient to meet them, in which case they shall abate in equal proportions; and (b) so far as the assets of the company available for payment to general creditors are insufficient to meet them, have priority over the claims of holders of debentures under any floating charge created by the company, and be paid accordingly out of any property comprised in or subject to that charge. (4) Subject to the retention of such sums as may be necessary for the costs and expenses of the winding up, the debts under this section shall be discharged forthwith so far as the assets are sufficient to meet them, and in the case of the debts to which priority is given under clause (d) of sub-section (1), formal proof thereof shall not be required except in so far as may be otherwise prescribed. (5) In the event of a landlord or other person distraining or having distrained on any goods or effects of the company within three months immediately before the date of a winding up order, the debts to which priority is given under this section shall be a first charge on the goods or effects so distrained on or the proceeds of the sale thereof: Provided that, in respect of any money paid under any such charge, the landlord or other person shall have the same rights of priority as the person to whom the payment is made. (6) Any remuneration in respect of a period of holiday or of absence from work on medical grounds through sickness or other good cause shall be deemed to be wages in respect of services rendered to the company during that period. 1[(7) Sections 326 and 327 shall not be applicable in the event of liquidation under the Insolvency and Bankruptcy Code, 2016 (31 of 2016).] Explanation.-- For the purposes of this section,-- (a) the expression accrued holiday remuneration includes, in relation to any person, all sums which, by virtue either of his contract of employment or of any enactment including any order made or direction given thereunder, are payable on account of the remuneration which would, in the ordinary course, have become payable to him in respect of a period of holiday, had his employment with the company continued until he became entitled to be allowed the holiday; (b) the expression employee does not include a workman; and 2[(c) the expression relevant date means in the case of a company being wound up by the Tribunal, the date of appointment or first appointment of a provisional liquidator, or if no such appointment was made, the date of the winding up order, unless, in either case, the company had commenced to be wound up voluntarily before that date under the Insolvency and Bankruptcy Code, 2016 (31 of 2016).] 1. Ins. by Act 31 of 2016, s. 255 and the Eleventh Schedule (w.e.f. 15-11-2016). 2. Subs. by s. 255 and the Eleventh Schedule, ibid., for clause (c) (w.e.f. 15-11-2016). Circulars (Statutory) YearDescriptionHindi DescriptionFiles(Eng) Files(Hindi)05-06-2017 Clarification regarding transmission of Securities by Operation of Law
sentences: How is remuneration for holidays or medical absence deemed in the context of a company winding up under **Section 327(6) of the Companies Act, 2013**?, What section replaced Section 117 in The Indian Contract Act, 1872?, When did Sections 43A of the Competition Act, 2002 come into force according to the notification dated 30-05-2011?, source_sentence: A "contingent contract is a contract to do or not to do something, if some event, collateral to such contract, does or does not happen. Illustration A contracts to pay B Rs. 10,000 if Bs house is burnt. This is a contingent contract.
sentences: In what order should the assets of a dissolved partnership firm be applied according to Section 48 of The Indian Partnership Act, 1932?, What must the resolution professional include in the report when recommending acceptance or rejection of an application under sub-section (7) of section 99 of The Insolvency and Bankruptcy Code, 2016?, Under what conditions does a contingent contract become enforceable according to Section 31 of The Indian Contract Act, 1872?, source_sentence: The Board may, by notification, make regulations consistent with this Act and the rules made thereunder to carry out the provisions of this Act.
sentences: What defense can a person use to avoid liability under Section 137(4) of the Central Goods and Services Tax Act, 2017?, What limitations are placed on the revisions of financial statements or reports that have already been sent to members or delivered to the Registrar under Section 131 of The Companies Act, 2013?, What authority does the Board have under Section 23 of the Integrated Goods and Services Tax Act, 2017?, source_sentence: 1[49A. Utilisation of input tax credit subject to certain conditions.-- Notwithstanding anything contained in section 49, the input tax credit on account of central tax, State tax or Union territory tax shall be utilised towards payment of integrated tax, central tax, State tax or Union territory tax, as the case may be, only after the input tax credit available on account of integrated tax has first been utilised fully towards such payment.] 1. Ins. by s. 21, Act 31 of 2018, (w.e.f. 1-2-2019).
sentences: What are the conditions for the utilisation of input tax credit on account of State tax as per Section 49A of The Central Goods and Services Tax Act, 2017?, According to The Indian Contract Act, 1872, Section 189, what criteria determine the actions an agent can take during an emergency?, Under what conditions is a company prohibited from buying back its shares if it has defaulted on financial obligations such as repayment of deposits, interest payments, or payment of dividends?, source_sentence: The Board may, for ensuring that an information utility takes into account the objectives sought to be achieved under this Code, require every information utility to set up a governing board, with such number of independent members, as may be specified by regulations.
sentences: According to the illustration under Section 70 of The Indian Contract Act, 1872, is a person entitled to compensation if they save another person's property from fire, but intended to act gratuitously?, How can the government clarify the scope or applicability of a notification or order issued under Section 11(1) or 11(2) of the Central Goods and Services Tax Act, 2017?, How many independent members are required on the governing board of an information utility according to Section 212 of The Insolvency and Bankruptcy Code, 2016?
model-index: name: Jina-v3 Legal Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.01011029411764706
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.12408088235294118
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.34191176470588236
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6102941176470589
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.01011029411764706
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.04136029411764706
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06838235294117648
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06102941176470589
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.01011029411764706
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.12408088235294118
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.34191176470588236
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6102941176470589
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2493952213534963
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.14098571720354777
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.15680514962435302
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: 0.012867647058823529
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.12040441176470588
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3318014705882353
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6020220588235294
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.012867647058823529
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.040134803921568624
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06636029411764706
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06020220588235294
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.012867647058823529
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.12040441176470588
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3318014705882353
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6020220588235294
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2465748025666486
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.140050551470588
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.15625464103506584
name: Cosine Map@100
verified: no
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Created: 2024-09-30 16:19:46