Model: Bharatdeep-H/pq_cache_3
Author: Bharatdeep-H
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, t5, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3628, 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:3628, loss:MultipleNegativesRankingLoss, loss:CosineSimilarityLoss
base_model: jinaai/jina-embedding-b-en-v1
widget: source_sentence: How does my portfolio stack up against others?
sentences: Which of my investments have the highest volatility?, Are there any red flags in my portfolio?, Compare my portfolio with others?, source_sentence: Present my worst performing funds?
sentences: Show my worst performing funds?, How much more am I paying in fees across my investments?, Are my ETFs giving better returns compare to my mutual funds?, source_sentence: Present best stocks
sentences: Show me best stocks, Do I have financials in my portfolio?, Show my riskiest holdings, source_sentence: Which stocks in my collection are the most volatile?
sentences: Are my ETFs giving better returns compare to my mutual funds?, Which of my stocks are most volatile?, Show my market cap breakdown, source_sentence: How many folios do I have?
sentences: Show my holdings, do I have more stocks or mutual funds?, Do I hold any costly funds ?
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: 0.8842975206611571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9862258953168044
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8842975206611571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3287419651056015
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09999999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8842975206611571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9862258953168044
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9526136905092828
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9363177226813588
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.936317722681359
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 6
Created: 2025-06-04 07:44:45