Model: KristupasC/bge-base-financial-matryoshka
Author: KristupasC
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: The Parisian Macao saw its occupancy rate increase significantly from 37.9% in 2022 to 93.0% in 2023.
sentences: Who is the Chief People Officer of this company and what are their responsibilities?, What was the occupancy rate change at The Parisian Macao from 2022 to 2023?, What components make up the mall-related expenses?, source_sentence: According to Item 8, the Financial Statement Schedule is located on page S-1 of IBM’s Form 10-K.
sentences: In IBM’s Form 10-K filing, where is the Financial Statement Schedule located?, What was the total amount repurchased by the company in fiscal years 2022 and 2023 under the share repurchase program?, What was the net cash position change due to exchange rate effects during the year in the financial data?, source_sentence: A hypothetical 50% decrease in short-term interest rates would decrease our annual pre-tax earnings by $15 million as of December 31, 2023, assuming no change in the amount or composition of our cash and cash equivalents and short-term and long-term restricted cash and cash equivalents.
sentences: What financial impact would a 50% decrease in short-term interest rates have on the company's annual pre-tax earnings as of December 31, 2023?, What are the typical higher sales quarters for companies due to seasonal and holiday-related sales patterns?, What triggers the company to accrue for the cost of product recalls and corrective actions?, source_sentence: Our strategy is focused on growing customer loyalty by delivering great value and convenience, and investing in four strategic pillars: Fresh, Our Brands, Data & Personalization and Seamless.
sentences: What was the percentage change in impairment of goodwill for Hewlett Packard Enterprise between fiscal 2022 and 2023?, What are Kroger’s four strategic pillars?, How much did the foreclosed properties decrease in value during 2023?, source_sentence: The Inflation Reduction Act of 2022 has and will continue to have a significant impact on how drugs are covered and paid for under the Medicare program, including through the creation of financial penalties for drugs whose price increases outpace inflation, the redesign of Medicare Part D benefits to shift a greater portion of the costs to manufacturers, and through government price-setting for certain Medicare Part B and Part D drugs.
sentences: What was the total depreciation and amortization expense for the company in 2023?, What overall context does Item 3. Legal Proceedings offer regarding the company?, How does the Inflation Reduction Act of 2022 impact AbbVie's drug pricing under Medicare?
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: 0.7357142857142858
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8728571428571429
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9014285714285715
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9271428571428572
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7357142857142858
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.29095238095238096
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18028571428571427
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09271428571428571
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7357142857142858
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8728571428571429
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9014285714285715
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9271428571428572
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8376503331859739
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8083339002267572
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8113126406613911
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: 0.7328571428571429
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.87
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8985714285714286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9271428571428572
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7328571428571429
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.29
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1797142857142857
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09271428571428571
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7328571428571429
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.87
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8985714285714286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9271428571428572
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8361443346673566
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8063117913832198
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.80919006196483
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: 0.7228571428571429
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8642857142857143
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8971428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9214285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7228571428571429
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2880952380952381
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1794285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09214285714285714
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7228571428571429
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8642857142857143
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8971428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9214285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8293858846039718
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7991496598639453
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.802093445052298
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: 0.7142857142857143
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.85
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.88
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.91
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7142857142857143
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2833333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.176
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09099999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7142857142857143
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.85
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.88
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.91
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8170618027193949
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7867528344671202
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7900596429177168
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: 0.6614285714285715
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8157142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.85
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8928571428571429
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6614285714285715
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27190476190476187
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08928571428571427
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6614285714285715
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8157142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.85
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8928571428571429
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7826677679629053
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7468339002267574
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7512201171926934
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2025-03-16 09:58:38