Model: moritzglnr/bge-base-financial-matryoshka
Author: moritzglnr
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 table indicates that 18,000 deferred shares were granted to non-employee directors in fiscal 2020, 15,000 in fiscal 2021, and 19,000 in fiscal 2022.
sentences: What was the primary reason for the increased audit effort for PCC goodwill and indefinite-lived intangible assets?, How many deferred shares were granted to non-employee directors in fiscal 2020, 2021, and 2022?, What was the total intrinsic value of options exercised in fiscal year 2023?, source_sentence: In Resource Masking Industries, we expect the profit impact from lower sales volume to be partially offset by favorable price realization.
sentences: By what percentage did Electronic Arts' operating income grow in the fiscal year ended March 31, 2023?, What impact is expected on Resource Industries' profit due to lower sales volume?, How are IBM’s 2023 Annual Report to Stockholders' financial statements made a part of Form 10-K?, source_sentence: The actuarial gain during the year ended December 31, 2022 was primarily related to increases in the discount rate assumptions.
sentences: What was the primary reason for the actuarial gain during the year ended December 31, 2022?, How much did Ford's total assets amount to by December 31, 2023?, What was the remaining available amount of the share repurchase authorization as of January 29, 2023?, source_sentence: Returned $1.7 billion to shareholders through share repurchases and dividend payments.
sentences: What was the carrying amount of investments without readily determinable fair values as of December 31, 2023?, What are the significant inputs to the valuation of Goldman Sachs' unsecured short- and long-term borrowings?, How much did the company return to shareholders through share repurchases and dividend payments in 2022?, source_sentence: The remaining amount available for borrowing under the Revolving Credit Facility as of December 31, 2023, was $2,245.2 million.
sentences: What was the total amount available for borrowing under the Revolving Credit Facility at Iron Mountain as of December 31, 2023?, What type of information is included in Note 13 of the Annual Report on Form 10-K?, How much did local currency revenue increase in Latin America in 2023 compared to 2022?
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: 0.6828571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8242857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8557142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9057142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6828571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2747619047619047
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17114285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09057142857142855
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6828571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8242857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8557142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9057142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7963610970343802
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7612930839002267
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7648513048205645
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: 0.8157142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8542857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.68
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27190476190476187
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17085714285714285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.68
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8157142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8542857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7911616934987842
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7562284580498863
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.760087172570928
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: 0.8114285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8485714285714285
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: 0.2704761904761905
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16971428571428568
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: 0.8114285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8485714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8971428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7888581850866868
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7542278911564625
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7579536807505182
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: 0.6571428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.79
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8285714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8857142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6571428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2633333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1657142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08857142857142856
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6571428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.79
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8285714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8857142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7703812626851927
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.733632653061224
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7378840513025602
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: 0.62
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.77
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8028571428571428
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.85
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.62
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25666666666666665
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16057142857142856
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.085
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.62
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.77
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8028571428571428
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.85
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.73777886683529
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7016190476190474
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7073607864232172
name: Cosine Map@100
verified: no
Likes: 2 | All-time downloads: 159
Created: 2024-07-07 11:42:22