Model: tuanku007/bge-small-financial-matryoshka
Author: tuanku007
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5000, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-small-en-v1.5, base_model:finetune:BAAI/bge-small-en-v1.5, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-small-en-v1.5
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5000, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-small-en-v1.5
widget: source_sentence: How does the document clarify the company's approach to disclosing environmental legal proceedings?
sentences: Iron Mountain helps organizations protect their information and reduce storage costs by storing physical records and data backup media, offering information management solutions, and providing data center space., In addition, SEC regulations require that we disclose certain environmental proceedings arising under Federal, State or local law when a governmental authority is a party and such proceeding involves potential monetary sanctions that the Company reasonably believes will exceed a certain threshold ($1 million or more)., Servicing software revenues include integrated mortgage servicing solutions, which help automate all areas of the servicing process, from loan boarding to final payment or default. Our servicing solutions support first lien mortgages, home equity loans and lines of credit on a single platform to manage all servicing processes., source_sentence: What was Garmin Ltd.'s net income for the fiscal year ended December 30, 2023?
sentences: As the rate implicit in the lease is rarely readily determinable, Delta Air Lines uses their incremental borrowing rate, which is based on the estimated interest rate for collateralized borrowing over a similar term of the lease at commencement date., The acquisition of The Rocket Science Group LLC (Mailchimp) on November 1, 2021, led to its integration into the Small Business & Self-Employed segment, with its operations included in the consolidated results from the acquisition date., Garmin Ltd. reported a net income of $1,289,636 for the fiscal year ended December 30, 2023., source_sentence: What online resources does the company provide for investors and the public?
sentences: As of the date of this report, we do not believe any pending legal proceedings to which we or our subsidiaries are subject are required to be disclosed as material legal proceedings pursuant to this item., We make available on or through our website certain reports and amendments to those reports that we file with or furnish to the Securities and Exchange Commission (“SEC”) in accordance with the Securities Exchange Act of 1934, as amended ('Exchange Act')... In addition, we routinely post on the 'Investors' page of our website news releases, announcements and other statements about our business and results of operations, some of which may contain information that may be deemed material to investors., The balance at December 31, 2023 for Enphase Energy, Inc. showed a total stockholders' equity of $983,624., source_sentence: What was the cash, cash equivalents, and restricted cash at the beginning of the period as noted for GameStop Corp.?
sentences: The Company manufactures and sells fountain syrups to authorized fountain wholesalers, who then sell or deliver them on the Company's behalf to retailers such as restaurants. , Holdings was incorporated under the laws of the state of Delaware on June 6, 2007., Cash, cash IPT Counselor training before starting to their work. equivalents and restricted cash at beginning of period for GameStop Corp. was reported as $1,319.9 million., source_sentence: How many participants has the MARC program had since its inception?
sentences: The information required by Item 8 is included in Item 15(a) of the Annual Report., The Company’s warranty obligation provides for the replacement of microinverter and storage products that fail during the product’s warranty term of 10 to 25 years., The MARC program, launched in 2017, is active in over 35 Chevron locations on six continents with over 5,000 participants since inception.
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 Small Financial Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 384
type: dim_384
metrics: type: cosine_accuracy@1
value: 0.7214285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8485714285714285
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8828571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9257142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7214285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28285714285714286
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17657142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09257142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7214285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8485714285714285
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8828571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9257142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8251885823477954
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7928407029478459
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7957055814893743
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: 0.7185714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8428571428571429
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8842857142857142
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9242857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7185714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28095238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17685714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09242857142857142
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7185714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8428571428571429
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8842857142857142
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9242857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8211979425192112
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7880963718820861
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7909422426757419
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: 0.7071428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8271428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8714285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9157142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7071428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2757142857142857
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17428571428571427
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09157142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7071428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8271428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8714285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9157142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8105470168809882
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7768922902494327
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7799735226882162
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 53
Created: 2025-05-21 04:55:12