Model: omarelshehy/Arabic-STS-Matryoshka-V2
Author: omarelshehy
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, mteb, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:aubmindlab/bert-base-arabertv02, base_model:finetune:aubmindlab/bert-base-arabertv02, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: aubmindlab/bert-base-arabertv02
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, mteb
base_model: aubmindlab/bert-base-arabertv02
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
model-index: name: omarelshehy/Arabic-STS-Matryoshka-V2
results: dataset: config: ar-ar
name: MTEB STS17 (ar-ar)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: pearson
value: 85.1977
verified: no, type: spearman
value: 86.0559
verified: no, type: cosine_pearson
value: 85.1977
verified: no, type: cosine_spearman
value: 86.0559
verified: no, type: manhattan_pearson
value: 83.01950000000001
verified: no, type: manhattan_spearman
value: 85.28620000000001
verified: no, type: euclidean_pearson
value: 83.1524
verified: no, type: euclidean_spearman
value: 85.3787
verified: no, type: main_score
value: 86.0559
verified: no
task: type: STS, dataset: config: en-ar
name: MTEB STS17 (en-ar)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: pearson
value: 16.234
verified: no, type: spearman
value: 13.337499999999999
verified: no, type: cosine_pearson
value: 16.234
verified: no, type: cosine_spearman
value: 13.337499999999999
verified: no, type: manhattan_pearson
value: 11.103200000000001
verified: no, type: manhattan_spearman
value: 8.8513
verified: no, type: euclidean_pearson
value: 10.7335
verified: no, type: euclidean_spearman
value: 7.857
verified: no, type: main_score
value: 13.337499999999999
verified: no
task: type: STS, dataset: config: ar
name: MTEB STS22 (ar)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: pearson
value: 49.8116
verified: no, type: spearman
value: 58.7217
verified: no, type: cosine_pearson
value: 49.8116
verified: no, type: cosine_spearman
value: 58.7217
verified: no, type: manhattan_pearson
value: 55.281499999999994
verified: no, type: manhattan_spearman
value: 58.658
verified: no, type: euclidean_pearson
value: 54.600300000000004
verified: no, type: euclidean_spearman
value: 58.59029999999999
verified: no, type: main_score
value: 58.7217
verified: no
task: type: STS
Likes: 3 | All-time downloads: 15352
Created: 2024-12-29 01:33:07