Model: ybWw/bge-base-financial-matryoshka-oursdatasets
Author: ybWw
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:16572, 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: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:16572, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: 该平台创新性采用云边协同架构，在云端集中高算力使用专业知识和安全日志数据进行预训练，完成后再将模型最小化剥离压缩下放到企业边缘侧，在企业内部推演并与云端协同调优，从而保证数据隐私安全。
sentences: 中企通信信息安全大模型平台如何解决用户对数据隐私及安全性的顾虑？, 数字营销投资的主要资本方有哪些？, 如何通过车辆VIN码查询车辆的详细信息？, source_sentence: 供给端在平台上接入多家不同银行金融机构的多种个性化科技信贷产品；需求端企业可通过平台查询多个银行对自己的信用评价、授信额度、利率，多维度比选合适的贷款产品，最终在平台上实现智能匹配。
sentences: 金融超市功能如何提高供需对接效率？, 研究人员当前主要依赖哪些英伟达GPU型号？, 文本如何解释大模型作为底层通用技术的重要性？, source_sentence: 需要遵守的重要法律法规包括：《中华人民共和国网络安全法》《中华人民共和国数据安全法》《中华人民共和国个人信息保护法》等，这些法律为数据的收集、存储、使用和共享提供了明确的指导和规范。
sentences: 广告监测(Ad Measurement)的主要作用是什么？, 具体说明中安科技集团进行数据开发应用需要遵守哪些重要法律法规？, 励销云的产品如何帮助企业提升销售业绩？, source_sentence: "AIGC领航者"由艾瑞咨询研究团队及产业专家团共同提名。研究团队征询了多领域的专家意见，外部专家团站在AIGC应用者的角度提出了相应的观点和看法。最终评测结果的产出来自于对五个核心维度的综合考量。
sentences: 数据宝参与了哪些省级大数据平台的建设和运营？, 万达集团在数据应用发展缓慢方面的主要需求有哪些？, 概括说明"AIGC领航者"评选的权威性体现在哪些方面？, source_sentence: 智能监管，实时报警提示不规范行为
sentences: 如何进行手机号实名认证流程？, 共享单车智能监管的主要功能是什么？, 人员轨迹功能可以提供哪些具体信息？
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: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.11834961997828447
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.20521172638436483
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.24647122692725298
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.30184581976112923
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.11834961997828447
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.06840390879478828
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.0492942453854506
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.030184581976112918
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.11834961997828447
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.20521172638436483
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.24647122692725298
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.30184581976112923
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2039302150391656
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.17336336452785955
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.18137153930854713
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: 0.11509229098805646
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.1981541802388708
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.23941368078175895
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.30184581976112923
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.11509229098805646
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.06605139341295693
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.047882736156351795
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.03018458197611292
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.11509229098805646
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.1981541802388708
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.23941368078175895
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.30184581976112923
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2018622856318409
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.17080338831153144
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.17883459458770712
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: 0.11074918566775244
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.19055374592833876
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.22421281216069489
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.28664495114006516
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.11074918566775244
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.06351791530944624
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.04484256243213899
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.028664495114006514
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.11074918566775244
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.19055374592833876
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.22421281216069489
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.28664495114006516
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.19175747546731764
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.162365355117798
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.17022975773962315
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: 0.10314875135722042
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.17100977198697068
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.20738327904451684
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.2725298588490771
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.10314875135722042
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.057003257328990226
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.04147665580890337
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.02725298588490771
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.10314875135722042
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.17100977198697068
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.20738327904451684
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.2725298588490771
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.17914139984683392
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.1504101821691397
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.15797945929326357
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: 0.08740499457111835
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.1471226927252986
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.18458197611292074
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.24049945711183496
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.08740499457111835
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.04904089757509952
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.03691639522258415
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.024049945711183497
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.08740499457111835
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.1471226927252986
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.18458197611292074
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.24049945711183496
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.15622395732521177
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.13024361029247017
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.1377917922238334
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 33
Created: 2025-05-16 03:48:34