Model: taxstreem/numens-finbert
Author: taxstreem
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:662, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:ProsusAI/finbert, base_model:finetune:ProsusAI/finbert, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: ProsusAI/finbert
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:662, loss:MultipleNegativesRankingLoss
base_model: ProsusAI/finbert
widget: source_sentence: credit
sentences: credit_from_customer_for_wholesale_pharmaceuticals, credit_from_customer_for_wholesale_electronics_purchase, pos_debit_at_the_place_restaurant_(lunch), source_sentence: credit
sentences: transfer_to_adeola_bakery_for_corporate_cakes_for_staff, payment_received_via_palmpay_for_graphic_design_work, credit_from_customer_for_wholesale_cleaning_supplies, source_sentence: credit
sentences: sunday_tithe_payment_-_the_elevation_church, payment_for_professional_audit_service_-_kpmg, nip_credit_from_customer_for_inv-0146_(courier_service), source_sentence: debit
sentences: payment_for_professional_research_service_-_intellectus, dinner_at_zik's_place_(personal), web_pymt_to_google_play_for_app_purchase, source_sentence: debit
sentences: purchase_of_office_stationery_-_b.o.s.s._(pos), fuel_purchase_at_oando_filling_station_-_company_car, payment_for_new_employee_medical_test_-_synlab_nigeria
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 ProsusAI/finbert
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: task1 ir eval
type: task1_ir_eval
metrics: type: cosine_accuracy@1
value: 0.012048192771084338
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.024096385542168676
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.04819277108433735
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.12048192771084337
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.012048192771084338
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.008032128514056224
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.00963855421686747
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.012048192771084338
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.012048192771084338
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.024096385542168676
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.04819277108433735
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.12048192771084337
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.05290220236586545
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.033247274813539875
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.058985241571287574
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 10780
Created: 2025-11-13 12:56:59