Model: amichelini/bge-base-financial-matryoshka
Author: amichelini
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: 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:6300, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: The platform offers a number of free services to its members: access to their credit scores and reports, credit and identity monitoring, credit report dispute, tools to help understand net worth and make financial progress, and personalized recommendations of credit card, loan, and insurance products. Credit Karma Money offers members online savings and checking accounts through an FDIC member bank partner. Credit Karma Money also provides tools to help members improve their credit scores.
sentences: What is the mechanism of action for Veklury?, What services does Credit Karma offer to its members?, What was the annual amortization expense forecast for acquisition-related intangible assets in 2025, according to a specified financial projection?, source_sentence: Vaccine related exit costs of $0.8 billion were reported in the 2023 annual report.
sentences: What factors primarily drove the decrease in Veklury's sales in 2023?, What were the vaccine related exit costs reported by Johnson & Johnson in their 2023 annual report?, What was the percentage increase in interest income from 2022 to 2023?, source_sentence: Broadband revenues increased in 2023 by 8.1% driven by an increase in fiber customers and higher average revenue per user, partially offset by declines in copper-based broadband services.
sentences: What was the percent change in broadband revenues for AT&T in 2023 compared to 2022?, What factors primarily drove the increase in net cash provided by operating activities for fiscal 2023?, How much interest does Chevron hold in the production sharing contract for deepwater Block 14?, source_sentence: SEC regulations require the company to disclose certain information about proceedings arising under federal, state or local environmental regulations if they reasonably believe that such proceedings may result in monetary sanctions exceeding $1 million.
sentences: What does the term 'Acquired brands' refer to and how does it affect the reported volumes?, How many new medicine candidates are currently in clinical development or under regulatory review?, Under what conditions are the Company required to disclose certain proceedings according to SEC regulations?, source_sentence: 2023 highlights include net revenues of $5,003.3 million which decreased 15% from $5,856.7 million in 2022.
sentences: How did Hasbro's net revenues in 2023 compare to the previous year?, How much cash did continuing operating activities provide in 2023?, Which pages of IBM’s 2023 Annual Report provide information on Financial Statements and Supplementary Data?
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: 0.68
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.81
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8514285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8942857142857142
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: 0.17028571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08942857142857143
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: 0.8514285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8942857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7882073443841624
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7541315192743764
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7584597649275473
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: 0.68
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8028571428571428
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8457142857142858
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: 0.2676190476190476
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16914285714285712
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: 0.8028571428571428
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8457142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8971428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7870684908640463
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7519659863945578
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7559459500178702
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: 0.6714285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7985714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8457142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8842857142857142
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6714285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2661904761904762
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16914285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08842857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6714285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7985714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8457142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8842857142857142
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7799432706618373
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7462352607709751
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7505911400077954
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: 0.66
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7914285714285715
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8285714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8814285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.66
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2638095238095238
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1657142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08814285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.66
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7914285714285715
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8285714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8814285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7707461487192945
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7354421768707481
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7395774801009367
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: 0.6271428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7542857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8014285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.86
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6271428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25142857142857145
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16028571428571428
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08599999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6271428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7542857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8014285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.86
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7403886246637359
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7025532879818592
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7068862427781479
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 175
Created: 2024-09-25 14:24:25