Model: TatvaRA/gte-base-finetuned-schorlaships-matryonshka
Author: TatvaRA
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:73, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:thenlper/gte-base, base_model:finetune:thenlper/gte-base, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: thenlper/gte-base
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:73, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: thenlper/gte-base
widget: source_sentence: What is the maximum value of equipment that can be purchased with a CUE Student Research Project Grant?
sentences: Equipment costs (valued up to $1000)., Variable awards to recognize and reward academic achievement at the senior high school level and to encourage students to pursue post -secondary studies., The Amazon Future Engineer Scholarship provides students with an opportunity to upgrade their careers with a $7,500 CAD/year scholarship available for up to four years., source_sentence: What is the minimum distance a recipient's hometown must be from Concordia University of Edmonton to be eligible for the Alberta Blue Cross Away from Home Scholarship?
sentences: Three awards are available, The recipient’s hometown must be at least 100 kilometres from Concordia University of Edmonton., Application Deadline: September 1, source_sentence: According to the selection criteria, what level of subjects are used to determine the academic standing of a potential Alberta Blue Cross Away from Home Scholarship recipient?
sentences: Selection is ba sed on the academic standing of 30 -level subjects used for admission., These eligible and ineligible lists are not exhaustive. Doubts about the eligibility of expenses should be directed to the ORI’s Research Administration Service s (RAS): ras@concordia.ab.ca ., *Value: $11000 Master’s; $14,000 Doctoral, source_sentence: According to the text, how many days does a grant recipient have to submit a final report after the grant ends?
sentences: All Fall grant recipients are expected to submit an abstract to present an oral and/or poster presentation of their work, either in its progression or final stage., a business program offered by an Alberta college, polytechnic, or university that offers the prerequisite courses required for entrance into the CPA Professional Education Program (CPA PEP)., The applicant is required to complete and submit a final report within 5 days of the end of the grant., source_sentence: In what format should applicants acknowledge the funding provided by Concordia University of Edmonton for their Student Project Grant?
sentences: All oral or poster presentations, publications, including public messages, arising from research supported by CUE grants must acknowledge the support of the institution. Acknowledgement can be in the written format, such as " This research is funded by the generous support of Concordia University of Edmonton through their CUE Student Research Project Grants program ", or similar phrasing., This $1,000 scholarship is awarded to post -secondary students who have completed at least one year towards their Bachelor of Science with a focus on Computer Science, achieved an average GPA of 3.5 or higher, and are still enrolled in post -secondary studie s., The recipient will be selected based on the highest grade in MARK320. In the event of a tie, preference will be given to the student with the highest cumulative GPA.
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: 0.5555555555555556
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 1
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5555555555555556
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5555555555555556
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 1
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8214210289682637
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7592592592592592
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7592592592592592
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: 0.4444444444444444
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8888888888888888
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4444444444444444
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2962962962962963
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4444444444444444
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8888888888888888
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7678413135022636
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6888888888888889
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6888888888888889
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: 0.4444444444444444
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 1
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4444444444444444
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4444444444444444
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 1
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7658654734127082
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6851851851851851
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6851851851851851
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: 0.4444444444444444
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8888888888888888
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8888888888888888
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8888888888888888
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4444444444444444
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2962962962962963
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17777777777777778
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08888888888888889
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4444444444444444
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8888888888888888
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8888888888888888
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8888888888888888
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7103099178571526
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6481481481481483
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6521164021164021
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: 0.6666666666666666
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6666666666666666
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7777777777777778
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8888888888888888
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6666666666666666
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2222222222222222
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15555555555555556
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08888888888888889
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6666666666666666
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6666666666666666
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7777777777777778
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8888888888888888
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7515566546007473
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7103174603174602
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.71494708994709
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 7
Created: 2025-04-21 01:42:51