Model: RK-1235/bge-base-FIR-matryoshka-BASELINE-10epochs-finetune
Author: RK-1235
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, base_model:finetune:BAAI/bge-base-en, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en
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
widget: source_sentence: Employee health, safety and wellness are top priorities at Hasbro. We support our colleagues’ well-being, which includes mental, physical and financial wellness, through a number of programs, including: robust employee assistance programs, childcare solutions, and a commitment to flexible work arrangements.
sentences: What percentage of the total annual net trade sales did the sales returns reserve represent for the company during each of the fiscal years 2023, 2022, and 2021?, How does Hasbro support the wellness of its employees?, What was the conclusion of the Company's review regarding the impact of the American Rescue Plan, the Consolidated Appropriations Act, 2021, and related tax provisions on its business for the fiscal year ended June 30, 2023?, source_sentence: The Company has a minority market share in the global smartphone, personal computer and tablet markets. The Company faces substantial competition in these markets from companies that have significant technical, marketing, distribution and other resources, as well as established hardware, software and digital content supplier relationships. In addition, some of the Company’s competitors have broader product lines, lower-priced products and a larger installed base of active devices. Competition has been particularly intense as competitors have aggressively cut prices and lowered product margins.
sentences: When did The Hershey Company declare the dividend that was paid on March 15, 2023?, What factors contribute to the Company facing substantial competition in the markets for smartphones, personal computers, and tablets?, How is goodwill impairment analyzed?, source_sentence: During fiscal 2022, there were cash payments of $6.7 billion for repurchases of common stock through open market purchases.
sentences: What was the value of cash payments for common stock repurchases through open market purchases during fiscal 2022?, How much did the Compute & Networking segment's gross margin decrease in fiscal year 2023?, What different methods does Amazon use to engage and retain employees?, source_sentence: Walmart Luminate provides a suite of data products for merchants and suppliers.
sentences: What pages do the Consolidated Financial Statements and their accompanying Notes and reports appear on in the document?, What was the percentage change in NYSE total cash handled volume from 2022 to 2023?, What is the function of Walmart Luminate?, source_sentence: Item 8. Financial Statements and Supplementary Data. The Consolidated Financial Statements, together with the Notes thereto and the report thereon dated February 16, 2024, of PricewaterhouseCoopers LLP, the Firm’s independent registered public accounting firm (PCAOB ID 238).
sentences: What type of data does Item 8 in a financial document contain?, How did the assumptions and estimates used for assessing the fair value of reporting units potentially impact the company's financial statements?, What factors are considered when making estimates for financial statements?
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: 0.16715328467153284
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.3291970802919708
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3927007299270073
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.47883211678832116
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.16715328467153284
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.10973236009732358
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.07854014598540146
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04788321167883211
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.16715328467153284
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.3291970802919708
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3927007299270073
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.47883211678832116
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.3177187513860974
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2668798516973698
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.27634440029337665
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: 0.16934306569343066
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.32408759124087594
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3802919708029197
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.47007299270072994
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.16934306569343066
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.10802919708029197
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.07605839416058395
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04700729927007299
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.16934306569343066
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.32408759124087594
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3802919708029197
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.47007299270072994
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.31341440500747636
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2642431352102883
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2738572719381678
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: 0.15474452554744525
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.2934306569343066
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.35474452554744523
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4291970802919708
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.15474452554744525
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.09781021897810219
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.07094890510948906
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.042919708029197076
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.15474452554744525
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.2934306569343066
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.35474452554744523
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4291970802919708
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.28660841928772574
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2416892596454639
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.25239520942246063
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: 0.12481751824817518
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.25328467153284673
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3021897810218978
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.3715328467153285
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.12481751824817518
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08442822384428224
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06043795620437957
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.03715328467153285
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.12481751824817518
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.25328467153284673
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3021897810218978
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.3715328467153285
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.24296222058467418
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.20255300660410147
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.21297568033953995
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: 0.09197080291970802
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.181021897810219
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.22335766423357664
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.2948905109489051
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.09197080291970802
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.060340632603406316
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.04467153284671533
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.02948905109489051
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.09197080291970802
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.181021897810219
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.22335766423357664
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.2948905109489051
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.18424400709997882
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.15001332406441895
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.15943551283298335
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 39
Created: 2025-06-04 10:06:03