Model: Chuangmail/bge-base-financial-matryoshka
Author: Chuangmail
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 was Iron Mountain's physical records retention rate approximately 15 years after entry into their facilities?
sentences: Garmin Connect and Garmin Connect Mobile are web and mobile platforms where users can track and analyze their fitness, activities and workouts, and wellness data., More than 50% of physical records that entered Iron Mountain's facilities approximately 15 years ago are still there today., In the first quarter of 2023, the divestiture of the company’s Longwall business was finalized, resulting in an unfavorable impact to operating profit of $586 million, primarily a non-cash item driven by the release of accumulated foreign currency translation., source_sentence: How much did the company's currently payable U.S. taxes amount to in 2023?
sentences: In 2023, the currently payable U.S. taxes amounted to $2,705 million., The Company expects to realize at least $500 million of incremental run-rate cost savings in addition to integration synergies., During fiscal year 2023, we returned $210 million through our quarterly cash dividend program which was initiated in November 2020., source_sentence: What was the percentage decline in GMS for the year ended December 31, 2023 compared to 2022?
sentences: The Gross Merchandise Sales (GMS) decreased by 1.2% in 2023 compared to 2022., If, in the future, foreign exchange or capital control restrictions were to be imposed and become applicable to us, such restrictions could potentially reduce the amounts that we would be able to receive from our Macao, Hong Kong and mainland China subsidiaries., Net cash provided by operating activities decreased by $2.0 billion in fiscal 2022 compared to fiscal 2021., source_sentence: What was the operating income for the year 2023?
sentences: Effective January 1, 2021, CSC changed the designation of its corporate headquarters from San Francisco, California to Westlake, Texas., The operating income for the year 2023 was reported as -$74.3 million., Table 12 shows that the total risk-weighted assets under Basel 3 for credit risk at Bank of America amounted to $1,580 billion as of December 31, 2023., source_sentence: What was the total amount of tax incurred, collected, and remitted by AT&T in 2023?
sentences: For example, in response to regulatory developments in Europe, we announced plans to change the legal basis for behavioral advertising on Facebook and Instagram in the EU, EEA, and Switzerland from "legitimate interests" to "consent," and in November 2023 we began offering users in the region a "subscription for no ads" alternative., Professional services expenses decreased $8 million in 2023 from 2022 primarily due to lower consulting expenses related to bringing certain mortgage technology-related costs in-house, partially offset by higher legal expenses primarily related to the Black Knight acquisition., Total taxes incurred, collected and remitted by AT&T during 2023 were $16,877.
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: 0.6771428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8328571428571429
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8614285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9085714285714286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6771428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2776190476190476
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17228571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09085714285714284
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6771428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8328571428571429
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8614285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9085714285714286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7950953946105658
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7584574829931973
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7618150097795325
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: 0.6785714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8257142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8642857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9014285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6785714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2752380952380952
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17285714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09014285714285714
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6785714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8257142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8642857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9014285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7927053640201507
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7574620181405893
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7614007843308703
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: 0.68
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.81
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8528571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8971428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.68
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17057142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0897142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.68
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.81
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8528571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8971428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7889658321825918
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7541865079365075
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7582635867273656
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: 0.6614285714285715
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8385714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8914285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6614285714285715
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26666666666666666
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16771428571428568
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08914285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6614285714285715
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8385714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8914285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7751876221972102
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7381241496598633
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7423110490736153
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: 0.6257142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.78
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8214285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8728571428571429
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6257142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16428571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08728571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6257142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.78
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8214285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8728571428571429
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.750742644383485
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7114563492063489
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7163043069454876
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 52
Created: 2025-03-03 08:08:45