Model: bhlim/bge-base-financial-matryoshka
Author: bhlim
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: As of December 31, 2023, Hilton franchised 6,679 hotels and resorts, with 914,974 rooms.
sentences: What does Google's new model 'Gemini' aim to achieve?, What is the total number of rooms in Hilton's franchised hotels as of December 31, 2023?, How much is the Company agreed to pay under the opioid settlement to resolve all lawsuits and future claims by government entities nationwide?, source_sentence: Under the Biologics Price Competition and Innovation Act, innovator biologics are granted a regulatory exclusivity period of 12 years.
sentences: What are the primary goals of the asset allocation strategy for USRIP's plan, and what standards must investment managers follow?, How long is the regulatory exclusivity period for innovator biologics under the Biologics Price Competition and Innovation Act?, By what percentage did the office loans increase in exposure during 2023?, source_sentence: Amounts recorded in a business combination may change during the measurement period, which is a period not to exceed one year from the date of acquisition, as additional information about conditions that existed at the acquisition date becomes available.
sentences: What is considered during the measurement period in a business combination?, What was the primary reason for the increase in other costs of $15.3 million reported?, How is the stock-based compensation expense determined for service-based and performance or market condition awards at Hewlett Packard Enterprise?, source_sentence: The Be Human pillar of our Impact Agenda sets out our focus areas with respect to human capital, including: •Inclusion, Diversity, Equity, and Action (“IDEA”); •Employee empowerment; and •Fair labor practices and the well-being of the people who make our products.
sentences: How did Hilton Worldwide Holdings Inc.'s accumulated deficit change from December 31, 2022, to December 31, 2023?, What primarily caused the decrease in the Company's effective income tax rate in 2023?, What is the objective of the Be Human pillar in the company's Impact Agenda?, source_sentence: Our revenue consists of service fees, net of incentives and refunds, charged to our customers. For stays, service fees, which are charged to customers as a percentage of the value of the booking, excluding taxes, vary based on factors specific to the booking, such as booking value, the duration of the booking, geography, and Host type.
sentences: What are some factors that affect the percentage of service fees charged to customers?, What is the PCAOB ID number for PricewaterhouseCoopers LLP concerning the firm's financial statements?, What were the net revenues for Global Banking & Markets in 2023?
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: 0.6957142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8485714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6957142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26666666666666666
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16971428571428568
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08999999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6957142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8485714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7935293220413043
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.759959183673469
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7639893123837201
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: 0.8014285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8528571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9028571428571428
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7057142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2671428571428571
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17057142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09028571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7057142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8014285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8528571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9028571428571428
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7983926017556883
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7656269841269838
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7693363291720529
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: 0.6914285714285714
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.79
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8471428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8914285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6914285714285714
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2633333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16942857142857143
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08914285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6914285714285714
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.79
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8471428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8914285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7878064776962901
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7549427437641724
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7595543581664418
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: 0.7928571428571428
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: 0.6885714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2642857142857143
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1677142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08914285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6885714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7928571428571428
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: 0.7855455284623294
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.752206916099773
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7560619398777708
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: 0.64
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7642857142857142
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8114285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8671428571428571
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.64
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25476190476190474
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16228571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0867142857142857
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.64
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7642857142857142
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8114285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8671428571428571
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7491977147487785
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.711975623582766
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7167882776968978
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 111
Created: 2024-08-03 17:28:37