Model: xiaofengzi/bge-base-financial-matryoshka
Author: xiaofengzi
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:1K<n<10K, 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, dataset_size:1K<n<10K, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: What is the Path to Pro program related to?
sentences: What types of programs are developed to upskill manufacturing employees?, What was the overall turnover rate at the company in fiscal year 2023?, What was the net interest revenue of The Charles Schwab Corporation in 2023?, source_sentence: What types of businesses does HPE serve?
sentences: What types of industries does TTI service?, What interest rates are applicable to the notes issued in April 2022?, The total unrealized losses on U.S. Treasury securities amounted to $134 million., source_sentence: What is the title of Item 6 in the text?
sentences: Item 6—Reserved, The operating income for the year 2023 was reported as -$74.3 million., Commission revenues at Schwab experienced a 10% decrease from 2022 to 2023., source_sentence: How is Dynamics' revenue mainly driven?
sentences: What are the primary sources of revenue for the company mentioned in the text?, How many new stores did the company open in Mexico during fiscal 2022?, Legal proceedings are discussed in Item 3 of the Annual Report on Form 10-K., source_sentence: What is basic earnings per share based on?
sentences: How is basic net income per share calculated?, How did NIKE's fiscal 2023 revenue compare to its fiscal 2022 revenue?, What types of vessels are included in Chevron's operated marine fleet?
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: 0.6828571428571428
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.82
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8628571428571429
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.91
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6828571428571428
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2733333333333334
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17257142857142854
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.091
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6828571428571428
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.82
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8628571428571429
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.91
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7970675337008412
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7608446712018138
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7643786819951583
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: 0.68
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8185714285714286
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8657142857142858
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9114285714285715
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.68
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27285714285714285
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17314285714285713
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09114285714285712
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.68
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8185714285714286
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8657142857142858
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9114285714285715
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7954799079266202
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7583633786848069
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7618248215296402
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: 0.6785714285714286
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.81
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8571428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9142857142857143
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6785714285714286
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1714285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09142857142857141
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6785714285714286
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.81
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8571428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9142857142857143
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7954881703263427
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7577579365079364
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7606385177656011
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: 0.6571428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7957142857142857
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8471428571428572
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6571428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2652380952380952
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16942857142857143
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6571428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7957142857142857
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8471428571428572
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7770789777970544
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7379240362811791
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7420186535175607
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: 0.6342857142857142
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7642857142857142
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8057142857142857
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8657142857142858
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6342857142857142
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25476190476190474
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16114285714285712
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08657142857142856
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6342857142857142
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7642857142857142
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8057142857142857
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8657142857142858
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7466817341215128
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.70906462585034
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7141559106614794
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 46
Created: 2025-05-18 03:45:06