Model: Bharatdeep-H/pq_cache_2
Author: Bharatdeep-H
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, t5, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3560, loss:MultipleNegativesRankingLoss, loss:CosineSimilarityLoss, custom_code, arxiv:1908.10084, arxiv:1705.00652, base_model:jinaai/jina-embedding-b-en-v1, base_model:finetune:jinaai/jina-embedding-b-en-v1, model-index, endpoints_compatible, region:us
Base models (finetune): id: jinaai/jina-embedding-b-en-v1
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3560, loss:MultipleNegativesRankingLoss, loss:CosineSimilarityLoss
base_model: jinaai/jina-embedding-b-en-v1
widget: source_sentence: show my best performing investments over the past 5 years
sentences: show my holdings that have performed well over the past 5 years, Show me the geographic distribution of my investments
, Can you break down my exposure to X?, source_sentence: How to address the red flags I have?
sentences: Which of my stocks are most volatile?, Do I hold any equity mutual funds in my portfolio?, How to deal with my red flags?, source_sentence: Mere funds ki situation kya hai?
sentences: Do I hold any equity mutual funds in my portfolio?, Mere funds kese chal rahe hai?, Show my riskiest mutual funds, source_sentence: Is my selection of mutual funds effective for the current market?
sentences: What are my riskiest holdings, Is my mutual fund selection good for the current market?, What is the expected return of my portfolio?, source_sentence: What is the performance of my portfolio?
sentences: Sell recommendations, do I have any ?, How am I doing compared to other investors, How is my portfolio performing
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 jinaai/jina-embedding-b-en-v1
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: test eval
type: test-eval
metrics: type: cosine_accuracy@1
value: 0.8735955056179775
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9915730337078652
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9971910112359551
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8735955056179775
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.33052434456928836
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.199438202247191
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09999999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8735955056179775
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9915730337078652
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9971910112359551
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9477733494874759
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9297752808988763
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9297752808988764
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 4113
Created: 2025-03-24 05:30:07