Indonesia Islamic Sentence BERT This is a sentence transformers model finetuned from firqaaa/indo sentence bert large. It maps sentences & paragraphs to a 2048 dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more. Model Details Model Description Model Type: Sentence Transformer Base model: firqaaa/indo sentence bert large Maximum Sequence Length: 512 tokens Output Dimensionality: 2048 tokens Similarity Function: Cosine Similarity Language: id License: apache 2.0 Model Sources Documentation: Sentence Transformers Documentation Repository: Sentence Transformers on GitHub Hugging Face: Sentence Transformers on Hugging Face Full Model Architecture Usage Direct Usage (Sentence Transformers) First install the Sentence Transformers library: Then you can load this model and run inference. Click to see the direct usage in Transformers Click to expand Evaluation Metrics Triplet Dataset: dev dataset Evaluated with TripletEvaluator Metric Value : : cosine accuracy 0.8734 dot accuracy 0.1269 manhattan accuracy 0.8708 euclidean accuracy 0.8718 max accuracy 0.8734 Triplet Dataset: test dataset…
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