Model: afiyarah/gemma-ins-make-v2
Author: afiyarah
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, gemma3_text, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:56458, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:google/embeddinggemma-300m, base_model:finetune:google/embeddinggemma-300m, model-index, endpoints_compatible, region:us
Base models (finetune): id: google/embeddinggemma-300m
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:56458, loss:CosineSimilarityLoss
base_model: google/embeddinggemma-300m
widget: source_sentence: In the car insurance domain, represent this car make entity in arabic for entity similarity matching: بي بي ام
sentences: In the car insurance domain, represent this car make entity in english for entity similarity matching: volkswagen, In the car insurance domain, represent this car make entity in arabic for entity similarity matching: ليوغونغ, In the car insurance domain, represent this car make entity in arabic for entity similarity matching: ايه بي, source_sentence: In the car insurance domain, represent this car make entity in english for entity similarity matching: gingo
sentences: In the car insurance domain, represent this car make entity in english for entity similarity matching: thunder, In the car insurance domain, represent this car make entity in english for entity similarity matching: smv, In the car insurance domain, represent this car make entity in english for entity similarity matching: gtc, source_sentence: In the car insurance domain, represent this car make entity in arabic and english for entity similarity matching: بوس هوس
sentences: In the car insurance domain, represent this car make entity in arabic and english for entity similarity matching: borum, In the car insurance domain, represent this car make entity in arabic for entity similarity matching: تينانت, In the car insurance domain, represent this car make entity in english for entity similarity matching: iveco, source_sentence: In the car insurance domain, represent this car make entity in arabic for entity similarity matching: سوسان سي اس ام
sentences: In the car insurance domain, represent this car make entity in english for entity similarity matching: renault, In the car insurance domain, represent this car make entity in arabic for entity similarity matching: اكس جي ام, In the car insurance domain, represent this car make entity in arabic for entity similarity matching: شنشي, source_sentence: In the car insurance domain, represent this car make entity in english for entity similarity matching: vietz
sentences: In the car insurance domain, represent this car make entity in arabic for entity similarity matching: انكاي, In the car insurance domain, represent this car make entity in english for entity similarity matching: gmc, In the car insurance domain, represent this car make entity in english for entity similarity matching: seat
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on google/embeddinggemma-300m
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: insurance val
type: insurance-val
metrics: type: pearson_cosine
value: 0.963558512471111
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7223934171598964
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 31
Created: 2025-09-25 12:19:08