Model: panalexeu/xlm-roberta-ua-distilled
Author: panalexeu
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:523982, loss:MSELoss, uk, en, dataset:sentence-transformers/parallel-sentences-talks, dataset:sentence-transformers/parallel-sentences-tatoeba, dataset:sentence-transformers/parallel-sentences-wikimatrix, arxiv:1908.10084, arxiv:2004.09813, base_model:FacebookAI/xlm-roberta-base, base_model:finetune:FacebookAI/xlm-roberta-base, license:mit, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: FacebookAI/xlm-roberta-base
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:523982, loss:MSELoss
base_model: FacebookAI/xlm-roberta-base
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: negative_mse, pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on FacebookAI/xlm-roberta-base
results: task: type: knowledge-distillation
name: Knowledge Distillation
dataset: name: mse en ua
type: mse-en-ua
metrics: type: negative_mse
value: -1.1089269071817398
name: Negative Mse
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts17 en en
type: sts17-en-en
metrics: type: pearson_cosine
value: 0.6784819487397877
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7308493185913256
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts17 en ua
type: sts17-en-ua
metrics: type: pearson_cosine
value: 0.592555339963418
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6197606373137193
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts17 ua ua
type: sts17-ua-ua
metrics: type: pearson_cosine
value: 0.6158998595292998
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6445750755380512
name: Spearman Cosine
verified: no
license: mit
datasets: sentence-transformers/parallel-sentences-talks, sentence-transformers/parallel-sentences-tatoeba, sentence-transformers/parallel-sentences-wikimatrix
language: uk, en
Likes: 2 | All-time downloads: 297
Created: 2025-04-13 20:36:21