Model: dustyatx/bge-base-financial-matryoshka
Author: dustyatx
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: Total net additions to property and equipment for AWS in 2023 amounted to $24,843 million.
sentences: What technological feature helps protect digital transactions in the Visa Token Service?, What was the total net addition to property and equipment for AWS in the year 2023?, By what proportion did net cash used in financing activities increase from 2022 to 2023?, source_sentence: Leases generally contain one or more of the following options, which the Company can exercise at the end of the initial term: (a) renew the lease for a defined number of years at the then-fair market rental rate or rate stipulated in the lease agreement; (b) purchase the property at the then-fair market value or purchase price stated in the agreement; or (c) a right of first refusal in the event of a third-party offer.
sentences: What are the requirements for health insurers and group health plans in providing cost estimates to consumers?, What options does the company have at the end of the lease term for their leased properties?, How much did the company incur in intangible amortization costs related to the eOne acquisition in 2022?, source_sentence: We recorded an acquisition termination cost of $1.35 billion in fiscal year 2023 reflecting the write-off of the prepayment provided at signing.
sentences: How much did NVIDIA record as an acquisition termination cost in fiscal year 2023 related to the Arm Share Purchase Agreement?, What is included in the consolidated financial statements and accompanying notes mentioned in Part IV, Item 15(a)(1) of the Annual Report on Form 10-K?, What risks are associated with projecting the effectiveness of internal controls into future periods as mentioned?, source_sentence: Item 8 is labeled as Financial Statements and Supplementary Data.
sentences: What was the percentage of trading days in 2023 where trading-related revenue was recorded as positive?, How is the discount rate for the Family Dollar goodwill impairment evaluation determined?, What is the title of Item 8 in the financial document?, source_sentence: Details about legal proceedings are included in Part II, Item 8, "Financial Statements and Supplementary Data" of the Annual Report on Form 10-K, under the caption "Legal Proceedings".
sentences: Where can details about legal proceedings be located in an Annual Report on Form 10-K?, How many stores did AutoZone operate in the United States as of August 26, 2023?, In the context of Hewlett Packard Enterprise's recent financial discussions, what factors are expected to impact their operational costs and revenue growth moving forward?
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: 0.7071428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8414285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.88
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9314285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7071428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28047619047619043
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.176
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09314285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7071428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8414285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.88
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9314285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8207437059171859
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7853486394557823
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7881907906804949
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: 0.6957142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8385714285714285
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8757142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.93
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6957142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2795238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17514285714285713
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09299999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6957142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8385714285714285
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8757142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.93
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8149439460863356
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7780714285714285
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.781021025356189
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: 0.6885714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.83
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8742857142857143
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9142857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6885714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27666666666666667
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17485714285714282
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09142857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6885714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.83
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8742857142857143
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9142857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8060991379418679
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7710873015873015
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7751792513774886
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: 0.6771428571428572
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8214285714285714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8614285714285714
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9142857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6771428571428572
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2738095238095238
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17228571428571426
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09142857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6771428571428572
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8214285714285714
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8614285714285714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9142857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7979494993398927
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7605890022675734
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7639633810343436
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: 0.6557142857142857
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7871428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8271428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8714285714285714
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6557142857142857
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2623809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1654285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08714285714285713
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6557142857142857
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7871428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8271428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8714285714285714
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7664083634078753
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7326604308390022
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7375736792740525
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 136
Created: 2024-09-02 13:00:03