Model: juanpablomesa/bge-base-financial-matryoshka
Author: juanpablomesa
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:9600, 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:9600, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: The median home value in San Carlos, CA is $2,350,000.
sentences: What does the console property of the WorkerGlobalScope interface provide access to?, What is the last sold price and date for the property at 4372 W 14th Street Dr, Greeley, CO 80634?, What is the median home value in San Carlos, CA?, source_sentence: The four new principals hired by Superintendent of Schools Ken Kenworthy for the Okeechobee school system are Joseph Stanley at Central Elementary, Jody Hays at Yearling Middle School, Tuuli Robinson at North Elementary, and Dr. Thelma Jackson at Seminole Elementary School.
sentences: Who won the gold medal in the men's 1,500m final at the speed skating World Cup?, What is the purpose of the 1,2,3 bowling activity for toddlers?, Who are the four new principals hired by Superintendent of Schools Ken Kenworthy for the Okeechobee school system?, source_sentence: Twitter Audit is used to scan your followers and find out what percentage of them are real people.
sentences: What is the main product discussed in the context of fair trade?, What is the software mentioned in the context suitable for?, What is the purpose of the Twitter Audit tool?, source_sentence: Michael Czysz made the 2011 E1pc lighter and more powerful than the 2010 version, and also improved the software controlling the bike’s D1g1tal powertrain.
sentences: What changes did Michael Czysz make to the 2011 E1pc compared to the 2010 version?, What is the author's suggestion for leaving a legacy for future generations?, What is the most affordable and reliable option to fix a MacBook according to the technician?, source_sentence: HTC called the Samsung Galaxy S4 “mainstream”.
sentences: What is the essential aspect of the vocation to marriage according to Benedict XVI's message on the 40th Anniversary of Humanae Vitae?, What did HTC announce about the Samsung Galaxy S4?, What was Allan Cox's First Class Delivery launched on for his Level 1 certification flight?
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: 0.9675
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9791666666666666
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9829166666666667
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.98875
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9675
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3263888888888889
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1965833333333333
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09887499999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.9675
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9791666666666666
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9829166666666667
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.98875
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9776735843960416
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9741727843915341
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.974471752833939
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: 0.9641666666666666
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9775
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9816666666666667
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.98875
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9641666666666666
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3258333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1963333333333333
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09887499999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.9641666666666666
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9775
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9816666666666667
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.98875
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9758504869144781
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9717977843915344
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9720465527215371
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: 0.9620833333333333
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9741666666666666
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9804166666666667
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.98625
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9620833333333333
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.32472222222222225
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1960833333333333
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09862499999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.9620833333333333
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9741666666666666
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9804166666666667
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.98625
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9737941784937224
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9698406084656085
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9702070899963996
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: 0.9554166666666667
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.97
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9766666666666667
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.98375
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9554166666666667
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3233333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1953333333333333
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09837499999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.9554166666666667
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.97
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9766666666666667
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.98375
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.969307497603498
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9647410714285715
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9652034022263717
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: 0.9391666666666667
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9616666666666667
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9666666666666667
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9758333333333333
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9391666666666667
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3205555555555556
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1933333333333333
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09758333333333333
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.9391666666666667
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9616666666666667
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9666666666666667
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9758333333333333
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9577277779716886
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9519417989417989
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9525399354798056
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-07-02 17:10:34