Model: mrshu/sturovec-base-sk-v0
Author: mrshu
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:137745, loss:CosineSimilarityLoss, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:gerulata/slovakbert, base_model:finetune:gerulata/slovakbert, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: gerulata/slovakbert
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:137745, loss:CosineSimilarityLoss, loss:MultipleNegativesRankingLoss
base_model: gerulata/slovakbert
widget: source_sentence: Napriek tomu , myšlienka v liste dnešným Times od profesora medicíny z Yale je dobrá , stačí dať policajta na Springerov set .
sentences: List bol od profesora , ktorý vyučuje fyziológiu a anatómiu na Yale ., Whittington by rozpoznal herečku bez akéhokoľvek make-upu ., Bushova rodina poskytuje vynikajúce rozptýlenie ., source_sentence: Rusko uviedlo, že systém predstavuje jasnú hrozbu pre ruskú bezpečnosť.
sentences: Britská vojnová loď vypláva na Falklandy, predstavuje vážnu hrozbu pre medzinárodnú bezpečnosť., Žena krája zeleninu., source_sentence: Po triliónty raz opakujem, že som nikdy nepovedal, že rehabilitácia nefunguje.
sentences: BlueCore3 implementuje aj funkciu eSCO verzie v1.2, ktorá poskytuje základ pre pokročilé aplikácie bezdrôtovej telefónie pre prenos Bluetooth., Žena krája brokolicu., V bode, ktorý citujete, by malo byť napísané: "Nikdy som nepovedal, že rehabilitácia nemôže nikdy fungovať.", source_sentence: Niekoľko kilometrov ďalej na východ sa nachádza Tehuacan, kde bola kukurica pravdepodobne prvýkrát domestikovaná pred 4 000 rokmi.
sentences: Vták má počas letu roztiahnuté krídla., Niekoľko kilometrov západne sa nachádzajú pyramídy v Teotihuacane, kde sa pred 4000 rokmi pravdepodobne prvýkrát domestikovala kukurica., Niekoľko vozidiel SUV zaparkovaných na obytných uliciach v Monrovii bolo označených nápismi "ELF" a inými sloganmi, povedal seržant Tom Wright., source_sentence: Veľká časť malých detí na Ukrajine trpí rôznymi zdravotnými problémami, ktoré boli doteraz pravdepodobne nediagnostikované, no odhaľujú sa v súvislosti s černobyľskou katastrofou. To by mohlo poukazovať na slabý systém zdravotnej starostlivosti a drsné životné podmienky.
sentences: Černobyľská katastrofa mala dôsledky mimo bývalého ZSSR., Blair patrí k anglikánskej cirkvi., Zložený index filipínskej burzy klesol.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, cosine_mcc, validation_sts_pearson_cosine, validation_sts_spearman_cosine, validation_nli_cosine_accuracy, validation_nli_cosine_accuracy_threshold, validation_nli_cosine_f1, validation_nli_cosine_f1_threshold, validation_nli_cosine_precision, validation_nli_cosine_recall, validation_nli_cosine_ap, validation_nli_cosine_mcc, validation_rte_cosine_accuracy, validation_rte_cosine_accuracy_threshold, validation_rte_cosine_f1, validation_rte_cosine_f1_threshold, validation_rte_cosine_precision, validation_rte_cosine_recall, validation_rte_cosine_ap, validation_rte_cosine_mcc, validation_dev_overall
model-index: name: SentenceTransformer based on gerulata/slovakbert
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: validation sts
type: validation_sts
metrics: type: pearson_cosine
value: 0.834747105127958
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8298144963288951
name: Spearman Cosine
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: validation nli
type: validation_nli
metrics: type: cosine_accuracy
value: 0.6662650602409639
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.9707679152488708
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.4995480566435673
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: -0.014761148020625114
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.33306548814785053
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9987951807228915
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.27308256520018437
name: Cosine Ap
verified: no, type: cosine_mcc
value: -0.028346702743853168
name: Cosine Mcc
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: validation rte
type: validation_rte
metrics: type: cosine_accuracy
value: 0.5234657039711191
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.9567097425460815
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6388206388206388
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.22168028354644775
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.47101449275362317
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9923664122137404
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.3712009178783954
name: Cosine Ap
verified: no, type: cosine_mcc
value: -0.06354571037626576
name: Cosine Mcc
verified: no, task: type: multi-task-dev
name: Multi Task Dev
dataset: name: Unknown
type: unknown
metrics: type: validation_sts_pearson_cosine
value: 0.834747105127958
name: Validation Sts Pearson Cosine
verified: no, type: validation_sts_spearman_cosine
value: 0.8298144963288951
name: Validation Sts Spearman Cosine
verified: no, type: validation_nli_cosine_accuracy
value: 0.6662650602409639
name: Validation Nli Cosine Accuracy
verified: no, type: validation_nli_cosine_accuracy_threshold
value: 0.9707679152488708
name: Validation Nli Cosine Accuracy Threshold
verified: no, type: validation_nli_cosine_f1
value: 0.4995480566435673
name: Validation Nli Cosine F1
verified: no, type: validation_nli_cosine_f1_threshold
value: -0.014761148020625114
name: Validation Nli Cosine F1 Threshold
verified: no, type: validation_nli_cosine_precision
value: 0.33306548814785053
name: Validation Nli Cosine Precision
verified: no, type: validation_nli_cosine_recall
value: 0.9987951807228915
name: Validation Nli Cosine Recall
verified: no, type: validation_nli_cosine_ap
value: 0.27308256520018437
name: Validation Nli Cosine Ap
verified: no, type: validation_nli_cosine_mcc
value: -0.028346702743853168
name: Validation Nli Cosine Mcc
verified: no, type: validation_rte_cosine_accuracy
value: 0.5234657039711191
name: Validation Rte Cosine Accuracy
verified: no, type: validation_rte_cosine_accuracy_threshold
value: 0.9567097425460815
name: Validation Rte Cosine Accuracy Threshold
verified: no, type: validation_rte_cosine_f1
value: 0.6388206388206388
name: Validation Rte Cosine F1
verified: no, type: validation_rte_cosine_f1_threshold
value: 0.22168028354644775
name: Validation Rte Cosine F1 Threshold
verified: no, type: validation_rte_cosine_precision
value: 0.47101449275362317
name: Validation Rte Cosine Precision
verified: no, type: validation_rte_cosine_recall
value: 0.9923664122137404
name: Validation Rte Cosine Recall
verified: no, type: validation_rte_cosine_ap
value: 0.3712009178783954
name: Validation Rte Cosine Ap
verified: no, type: validation_rte_cosine_mcc
value: -0.06354571037626576
name: Validation Rte Cosine Mcc
verified: no, type: validation_dev_overall
value: 0.49136599313582496
name: Validation Dev Overall
verified: no
Likes: 0 | All-time downloads: 11
Created: 2025-12-12 11:55:35