Model: syubraj/sentence_similarity_nepali_v2
Author: syubraj
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:1K<n<10K, loss:CosineSimilarityLoss, dataset:syubraj/stsb_nepali, arxiv:1908.10084, base_model:Rajan/NepaliBERT, base_model:finetune:Rajan/NepaliBERT, doi:10.57967/hf/3115, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: Rajan/NepaliBERT
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, dataset_size:1K<n<10K, loss:CosineSimilarityLoss
base_model: Rajan/NepaliBERT
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: अघिल्लो वर्ष देखि।
sentences: अघिल्लो वर्ष देखि .।, एउटी महिला बन्दुक हान्दै छिन्।, हिउँमा हिंडिरहेको सेतो कुकुर।, source_sentence: यो मोलोच दृश्य हो।
sentences: वास्तवमा, यो केवल डच हो।, एउटा मानिस डोरीमा झुलिरहेको छ।, रातो झोला लिएर सडकमा उभिएकी केटी।, source_sentence: दमास्कसमा रुसीहरू!
sentences: रुसीहरू दमस्कसमा किन छन्?, कसैले मिर्चको बीउ निकाल्दै छ।, एकजना मानिस साइकल चलाउँदै छन्।, source_sentence: रेल ट्र्याकमा रेल।
sentences: लामो रेल रेल ट्र्याकमा छ।, एउटी महिला सिडु चढिरहेकी छिन्।, एक व्यक्ति सडकमा हिर्किरहेको छ।, source_sentence: रातो, डबल डेकर बस।
sentences: रातो डबल डेकर बस।, दुई कालो कुकुर हिउँमा हिंड्दै।, एउटी महिला मासु फ्राइरहेकी छिन्।
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on Rajan/NepaliBERT
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: stsb dev nepali
type: stsb-dev-nepali
metrics: type: pearson_cosine
value: 0.6971387543395983
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6623150295431888
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.6332077130918778
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6078651194262178
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.6339817618698202
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6090065238762821
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4848273995348276
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.5306425402414711
name: Spearman Dot
verified: no, type: pearson_max
value: 0.6971387543395983
name: Pearson Max
verified: no, type: spearman_max
value: 0.6623150295431888
name: Spearman Max
verified: no
datasets: syubraj/stsb_nepali
Likes: 4 | All-time downloads: 476
Created: 2024-06-07 11:46:05