Model: Vinsuka/legora_model
Author: Vinsuka
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:6190, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:nomic-ai/modernbert-embed-base, base_model:finetune:nomic-ai/modernbert-embed-base, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: nomic-ai/modernbert-embed-base
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:6190, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: nomic-ai/modernbert-embed-base
widget: source_sentence: What is the duration of the period mentioned in the text?
sentences: . The only excep Ɵon to the requirement that the plainƟﬀ must be a lending i nsƟtuƟon in order to invoke the provisions of the Act is contained in SecƟon 25, in terms of which a person who inter alia knowingly draws a cheque which is subsequently dishonoured by the bank for want of funds is guilty of an oﬀence under the Act, and proceedings can be insƟtuted against such person in the Magistrate’s, ? The 1st question of law is formulated on the basis that , the 1st Defendant is the licensee of the 2nd Defendant and therefore, the 1st Defendant cannot claim prescriptive title to the subject matter, .50,000/ - (that is , a period of 36 months) but such “Facility” is subject to review on 30 /09/2000”, (that is, a period of about only 5 months from the date of P4), source_sentence: What is the purpose of the disposition of the property by Lanka Tractors Limited as mentioned in the text?
sentences: . (3) is whether the said disposition of the property by Lanka Tractors Limited was done with the sole object of defrauding its creditors. Section 348 of the Companies Act which describes about Fraudulent reference would be relevant in this regard, . In the arbitration process, the Government is not involved; the court system is not involved (except as provided for in the Act); the parties do not have to rely on any Government institution for resolution of their dispute. Process of conducting the arbitration, venue, time, mode of adducing evidence are all decided by agreement of parties, . This is broadly similar to the provision in the summary procedure on liquid claims. The amendment in clause 8 of the Bill, repeals the deﬁni Ɵon of the term ‘debt’ in sec Ɵon 30. The subs Ɵtuted deﬁni Ɵon excludes the words referred to above which limit its applicability to money owed under a promise or agreement which is in wri Ɵng, source_sentence: What is one of the topics covered in the training program?
sentences: . The resul Ɵng posiƟon is that the court would not have any wri Ʃen evidence of the commitment on the part of the debtor when it issues decree nisi in the ﬁrst instance, ? Before this C ourt, there is no dispute on the manner in which the appellant obtained the title of the land in question, . Detail reporting procedures to government of Sri Lanka’s contact points. - 4 Weeks Phase 3 Training of Port Facility Security Officers SATHSINDU/BAGNOLD undertakes to design a training program and conducted aid program for up to ten persons. • Understanding the reasons for the ISPS code • ISPS Code content and requirements. • Understanding the ISPS Code, source_sentence: What type of action was taken by the Divisional Secretary?
sentences: .2020 was also sent by the Divisional Secretary of Th amankaduwa imposing similar restrictions as by the Polonnaruwa Pradeshiya Sabha, . When Seylan Bank published the resolution of its board of directors which exercised its powers of Parate Execution in the newspaper on 10th March 2006-, HNB had made the application dated 21st March [SC Appeal No. 85A /2009 ] Page 6 of 25 2006 to the District Court of Colombo in terms of Sections 260, 261, 348, 359 and 352 of the Companies Act No, . Having regard to the above -mentioned stipulated circumstances , I consider the facts put forward for the appellant , seeking a reduction of sentence. The offence was committed in 2004. The appellant had been in remand custody for more than three years and the appell ant did not have any previous convictions, source_sentence: What is described in Section 25 of the Arbitration Act?
sentences: . But where a matter is within the plenary jurisdiction of the Court if no objection is taken, the Court will then have jurisdiction to proceed on with the matter and make a valid order.” 14 31. Further , in the case of Don Tilakaratne v, . (3) The provision of subsections (1) and (2) shall apply only to the extent agreed to by the parties. (4) The arbitral tribunal shall decide according to considerations of general justice and fairness or trade usages only if the parties have expressly authorised it to do so. Section 25 of the Arbitration Act describes the form and content of the arbitral award as follows: 25, . 9 and 10 based on the objection taken to them by the Counsel for HNB, despite the fact that they did not arise from the pleadings, and were altogether inconsistent with them, answered the afore-stated question of law (in respect of which this Court had granted Leave to Appeal in that case) in the affirmative and in favour of HNB, and stated as follows: “In conclusion, it needs to be emphasised
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: Fine-tuned with [QuicKB](https://github.com/ALucek/QuicKB)
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.5741279069767442
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7616279069767442
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8197674418604651
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8851744186046512
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5741279069767442
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25387596899224807
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.163953488372093
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0885174418604651
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5741279069767442
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7616279069767442
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8197674418604651
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8851744186046512
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7308126785084815
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6812459625322997
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6852483059452662
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: 0.5741279069767442
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7630813953488372
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8212209302325582
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.875
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5741279069767442
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2543604651162791
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16424418604651161
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0875
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5741279069767442
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7630813953488372
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8212209302325582
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.875
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.726227401269234
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6782132475083055
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6827936993080407
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: 0.5552325581395349
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7281976744186046
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7921511627906976
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8619186046511628
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5552325581395349
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24273255813953487
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15843023255813954
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08619186046511627
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5552325581395349
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7281976744186046
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7921511627906976
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8619186046511628
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7077790398550751
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6585646225544481
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6630890497309057
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: 0.49709302325581395
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6758720930232558
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7354651162790697
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8241279069767442
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.49709302325581395
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.22529069767441862
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14709302325581394
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08241279069767442
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.49709302325581395
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6758720930232558
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7354651162790697
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8241279069767442
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6567813216281579
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6037779162052417
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6090388181529673
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: 0.39680232558139533
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5581395348837209
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.622093023255814
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7252906976744186
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.39680232558139533
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18604651162790695
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.12441860465116278
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07252906976744186
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.39680232558139533
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5581395348837209
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.622093023255814
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7252906976744186
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5513541983050395
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.497020348837209
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5050183064129367
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 28
Created: 2025-04-22 07:48:24