Model: Nitin12340/raft-minilmv2-retriever
Author: Nitin12340
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:4500, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:4500, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: Does it cover road ambulance charges?
sentences: Regular dialysis is included under critical illness benefits., Ambulance charges up to Rs. 2,000 per hospitalization are reimbursable., Outpatient dental treatments are excluded except in case of accidents., source_sentence: Is knee replacement covered under the insurance plan?
sentences: Pre-existing conditions are covered after a waiting period of 48 months., Pre-existing conditions are included after a waiting period of 48 months., Knee replacement is not covered unless specified under major surgeries., source_sentence: Are pre-existing conditions covered?
sentences: COVID-19 treatment is included subject to terms and conditions., Pre-existing conditions are included after a waiting period of 48 months., Inpatient mental illness treatment is covered as per IRDAI guidelines., source_sentence: Is knee replacement covered under the insurance plan?
sentences: Outpatient dental treatments are excluded except in case of accidents., Cataract surgery is covered with a sublimit of Rs. 25,000 per eye., Knee replacement is not included unless specified under major surgeries., source_sentence: Is maternity covered?
sentences: Outpatient dental treatments are excluded except in case of accidents., Maternity expenses are included up to Rs. 50,000 after a waiting period of 9 months., COVID-19 treatment is included subject to terms and conditions.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: raft ir eval
type: raft-ir-eval
metrics: type: cosine_accuracy@1
value: 0.024
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.064
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.106
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.216
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.024
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.021333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.021200000000000004
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0216
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.024
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.064
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.106
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.216
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.09879846638920552
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.06424920634920635
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.09501655321126314
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 27
Created: 2025-08-02 21:47:37