Model: Bharatdeep-H/pq_cache_6
Author: Bharatdeep-H
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, t5, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3688, 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:3688, loss:MultipleNegativesRankingLoss, loss:CosineSimilarityLoss
base_model: jinaai/jina-embedding-b-en-v1
widget: source_sentence: Am I invested in emerging markets?
sentences: Do I have any investments in emerging markets?, Do I have financials in my portfolio?, Show me my recommendations, source_sentence: how has my portfolio performed in the past 3 years
sentences: Show me the geographic distribution of my investments
, How can I improve my returns?, performance of my portfolio over the last 3 years, source_sentence: What percent of my holdings are in X?
sentences: What percentage of my portfolio is in X, Show my worst performing funds?, Are my ETFs giving better returns compare to my mutual funds?, source_sentence: How's my investments in stocks doing?
sentences: How is my stock portfolio performing?, Show my worst stocks?, Are there any hidden fees in my portfolio that I could reduce?, source_sentence: Can you show me my portfolio's returns for all the years?
sentences: Need to change my risk appetite, My portfolio returns over all the years, How is my portfolio doing?
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: 0.8699186991869918
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.989159891598916
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.994579945799458
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8699186991869918
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.32971996386630537
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19891598915989162
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09999999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8699186991869918
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.989159891598916
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.994579945799458
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9468139420641406
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9285004516711834
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9285004516711834
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 9
Created: 2025-06-04 09:17:00