Model: ppuva1/bge-base-financial-matryoshka
Author: ppuva1
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, 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, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: library_name: sentence-transformers
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
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
widget: source_sentence: The Financial Statements and Supplementary Data are listed under 'Item 15. Exhibits and Financial Statement Schedules' as part of this Report.
sentences: Under ASO contracts, who retains the risk of financing health benefits costs?, Under which item are the Financial Statements and Supplementary Data listed in the report?, How much did interest income increase for Enphase Energy in the year ended December 31, 2023 compared to 2022?, source_sentence: The company is involved in various legal actions in the ordinary course of business, and some of these may be styled as class-action lawsuits.
sentences: How many Dollar Tree Plus stores were there as of January 28, 2023?, Are there any class-action lawsuits among the legal actions faced by the company?, What are the components referred to in Item 8 of financial documents?, source_sentence: In 2021, the net cash provided by operating activities was $3,264 million and it increased to $6,464 million by 2023.
sentences: What was the net increase in cash provided by operating activities from 2021 to 2023?, What specific competitive advantages does IBM leverage in the hybrid cloud infrastructure market?, How many unvested restricted stock awards were there as of December 31, 2022, and what was the weighted-average grant price at that time?, source_sentence: We have assets for foreign net operating losses of $133.5 million, with various expiration dates (and in some cases no expiration date), subject to a valuation stand
sentences: What page in IBM’s 2023 Form 10-K is reserved for the Financial Statement Schedule?, What were the primary sources and uses of cash that contributed to the $7.8 billion increase in cash and cash equivalents during 2023?, What is the total value of foreign net operating losses reported, and what is the valuation allowance percentage applied to them?, source_sentence: The Company uses cash flow hedges to minimize the variability in cash flows of assets or liabilities or forecasted transactions caused by fluctuations in foreign currency exchange rates, commodity prices or interest. The changes in the fair values of derivatives designated as cash flow hedges are recorded in AOCI and are reclassified into the line item in our consolidated statement of income in which the hedged items are recorded in the same period the hedged items affect earnings.
sentences: What financial instruments does the Company use to minimize the variability in cash flows due to fluctuations in foreign currency exchange rates, commodity prices, or interest rates?, Why is the Asia Pacific reporting unit considered at risk of future goodwill impairment?, What constituted the majority of the cost of revenues in the discussed financial year?
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0.7228571428571429
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8314285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8671428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9142857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7228571428571429
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27714285714285714
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1734285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09142857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7228571428571429
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8314285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8671428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9142857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8176191626319694
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7868922902494329
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7898941264621667
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 6
Created: 2025-02-11 16:22:12