Model: gallantblade/bge-base-financial-matryoshka
Author: gallantblade
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:6300, 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: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:6300, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: What additional document is included in the financial document apart from the Consolidated Financial Statements?
sentences: It is mentioned that the company aims to distribute between 40% to 50% of its adjusted free cash flow to shareholders., Apart from the Consolidated Financial Statements, the 'Glossary of Terms and Acronyms' is included in the financial document., Hilton's 2030 environmental impact goals include reducing carbon emissions intensity of managed hotels by 75 percent and franchised hotels by 56 percent, and reducing water and waste intensity at hotels they operate by 50 percent., source_sentence: What additional satellite systems do Garmin products utilize besides GPS?
sentences: These forward-looking statements involve known and unknown risks, uncertainties and other factors beyond our control, which may cause our actual results, performance or achievements to be materially different from any future results, performance or achievements expressed or implied by these forward-looking statements., In addition to GPS, Garmin products utilize other global navigation satellite systems (GNSS) including the Russian Global Navigation Satellite System (GLONASS), the European Union Galileo system (Galileo), and the Chinese BeiDou Navigation Satellite System (BDS)., The report on the Consolidated Financial Statements was provided by PricewaterhouseCoopers LLP, identified as the firm's independent registered public accounting firm (PCAOB ID 238)., source_sentence: What was the fair value of the total consideration transferred for the acquisition discussed, and how was it composed?
sentences: The fair value of consideration transferred of $212.1 million consisted of: (1) cash consideration paid of $211.3 million, net of cash acquired, and (2) non-cash consideration of $0.8 million representing the portion of the replacement equity awards issued in connection with the acquisition that was associated with services rendered through the date of the acquisition., Under these standards, a bank’s risk governance framework must ensure that the bank’s risk profile is easily distinguished and separate from that of its parent BHC for risk management purposes., In 2023, the net earnings of Johnson & Johnson were $35,153 million. The company also registered cash dividends paid amounting to $11,770 million for the year, priced at $4.70 per share., source_sentence: What does the term 'Acquired brands' refer to and how does it affect the reported volumes?
sentences: Certain matters include claims for substantial or indeterminate amounts of damages. A liability is recorded when it is probable that a loss has been incurred and the amount can be reasonably estimated. If it is determined that a loss is reasonably possible and the loss or range of loss can be reasonably estimated, the possible loss is disclosed in the accompanying notes to the consolidated financial statements. If a loss is reasonably possible but the loss or range of loss cannot be reasonably estimated, it is stated that such an estimate cannot be made., The promise to provide a software subscription is highly interdependent and interrelated with the promise to provide O&M services and such promises are not distinct within the context of our contracts and are accounted for as a single performance obligation for our On-Premises Software., 'Acquired brands' refers to brands acquired during the past 12 months. Typically, the Company has not reported unit case volume or recognized concentrate sales volume related to acquired brands in periods prior to the closing of a transaction. Therefore, the unit case volume and concentrate sales volume related to an acquired brand are incremental to prior year volume., source_sentence: What are the terms of Delta Air Lines' agreements with its regional carriers through Delta Connection®?
sentences: Delta Connection® consists of agreements with regional airlines like Endeavor Air and SkyWest Airlines to operate flights under Delta's code. Delta controls major operational aspects like scheduling and pricing, while the regional carriers supply the services. The agreements typically last at least ten years with options for extensions., Our invention of the GPU in 1999 defined modern computer graphics and established NVIDIA as the leader in computer graphics., Personnel-related costs are the most significant component of the company's operating expenses such as research and development, sales and marketing, and general and administrative expenses, excluding restructuring and asset impairment charges.
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: 0.7085714285714285
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8357142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8828571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9314285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7085714285714285
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2785714285714286
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17657142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09314285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7085714285714285
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8357142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8828571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9314285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8189334598643608
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7829722222222222
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7855819051716678
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: 0.7057142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8371428571428572
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8742857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9271428571428572
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7057142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27904761904761904
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17485714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09271428571428571
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7057142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8371428571428572
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8742857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9271428571428572
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.816363053516328
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7809637188208615
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7839138082392021
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: 0.7
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8314285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8671428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9214285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27714285714285714
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1734285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09214285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8314285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8671428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9214285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8119270832523131
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7769109977324261
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7801421128481487
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: 0.6885714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8185714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8557142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9228571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6885714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27285714285714285
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17114285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09228571428571428
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6885714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8185714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8557142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9228571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8032288353120344
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7655090702947842
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7683957754417736
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: 0.6442857142857142
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.79
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8257142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8828571428571429
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6442857142857142
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26333333333333336
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16514285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08828571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6442857142857142
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.79
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8257142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8828571428571429
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7643976626826567
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7265498866213151
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.731283263392845
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 69
Created: 2024-12-10 01:53:42