Model: IlhamEbdesk/bge-base-financial-matryoshka_test_my
Author: IlhamEbdesk
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:389, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, my, 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: my
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:389, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Tukang kayu adalah individu yang bekerja dengan kayu untuk membina atau membaiki struktur dan perabot.
sentences: Apakah itu pakar latihan?, Apakah itu tukang kayu?, Apakah itu pakar mikrobiologi?, source_sentence: Pakar pemakanan adalah profesional yang memberi nasihat mengenai pemakanan dan diet untuk meningkatkan kesihatan.
sentences: Apakah itu penulis kreatif?, Apakah itu ahli geologi marin?, Apakah itu pakar pemakanan?, source_sentence: Dokter adalah profesional medis yang mendiagnosis dan merawat penyakit serta cedera pasien.
sentences: Apa itu dokter?, Apakah itu pengurus kargo?, Apakah itu pakar teknologi nano?, source_sentence: Juruteknik pembinaan kapal adalah individu yang terlibat dalam proses pembinaan dan pembaikan kapal, memastikan struktur dan sistem kapal dibina mengikut spesifikasi.
sentences: Apakah itu juruteknik pembinaan kapal?, Apakah itu pengurus projek IT?, Apakah itu pakar perkapalan?, source_sentence: Penyelaras kempen iklan adalah individu yang menyelaraskan semua aspek kempen iklan, termasuk jadual, pelaksanaan, dan laporan prestasi.
sentences: Apakah itu jurutera sistem propulsi?, Apakah itu pembuat roti?, Apakah itu penyelaras kempen iklan?
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: 0.8226221079691517
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9768637532133676
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.987146529562982
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9974293059125964
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8226221079691517
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.32562125107112255
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1974293059125964
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09974293059125963
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8226221079691517
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9768637532133676
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.987146529562982
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9974293059125964
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9255252859780915
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9009670706328802
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9011023703216912
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: 0.8046272493573264
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.974293059125964
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.987146529562982
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9922879177377892
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8046272493573264
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.324764353041988
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1974293059125964
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0992287917737789
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8046272493573264
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.974293059125964
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.987146529562982
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9922879177377892
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9158947182791948
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8895519647447668
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8900397092700132
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: 0.7892030848329049
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9665809768637532
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.974293059125964
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.987146529562982
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7892030848329049
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3221936589545844
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19485861182519276
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0987146529562982
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7892030848329049
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9665809768637532
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.974293059125964
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.987146529562982
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9046037741833534
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8764455053658137
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8770676096874822
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: 0.7480719794344473
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9408740359897172
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9537275064267352
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9691516709511568
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7480719794344473
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.31362467866323906
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.190745501285347
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09691516709511568
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7480719794344473
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9408740359897172
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9537275064267352
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9691516709511568
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8765083941585068
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8449820459460564
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8461326502118156
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: 0.7223650385604113
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.897172236503856
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9254498714652957
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9434447300771208
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7223650385604113
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.29905741216795206
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18508997429305912
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09434447300771207
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7223650385604113
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.897172236503856
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9254498714652957
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9434447300771208
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8455216956566762
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8126851511812953
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8145628077638951
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 175
Created: 2024-08-08 05:40:42