Model: 1shoomun/pq_cache_4
Author: 1shoomun
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, t5, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:7920, loss:MultipleNegativesRankingLoss, loss:CosineSimilarityLoss, loss:ContrastiveLoss, 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:7920, loss:MultipleNegativesRankingLoss, loss:CosineSimilarityLoss, loss:ContrastiveLoss
base_model: jinaai/jina-embedding-b-en-v1
widget: source_sentence: Can you tell me how my portfolio did last week?
sentences: Show my riskiest holdings, Suggest recommendations for me, How did my portfolio perform last week ?, source_sentence: What suggestions do you have for me?
sentences: Suggest recommendations for me, what are my top stock exposures including my funds, Whats my portfolio's exposure to X, source_sentence: Help me see my risk profile
sentences: What is the performance of my portfolio over the last week?, Need to change my risk appetite, I want to see my risk profile, source_sentence: Which stock makes up the majority of my portfolio?
sentences: Which sector do I invest most in?, what are my top stock exposures including my funds, Show me what stock makes up the highest concentration in my portfolio?, source_sentence: Are there any warning signs in my investments?
sentences: How has my portfolio performed over the last year?, How does this news affect my portfolio?, List me cheapest 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: 0.8409090909090909
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9924242424242424
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: 0.8409090909090909
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3308080808080807
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19999999999999996
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09999999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8409090909090909
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9924242424242424
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: 0.9357996410243691
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.913510101010101
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.913510101010101
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2025-05-07 13:48:57