Model: 1shoomun/semant-cache-updated
Author: 1shoomun
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, t5, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2620, 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:2620, loss:MultipleNegativesRankingLoss, loss:CosineSimilarityLoss
base_model: jinaai/jina-embedding-b-en-v1
widget: source_sentence: What sector am I most heavily invested in?
sentences: Show me how to switch my stock portfolio to mutual funds
, What percentage of my portfolio is in X, Which sector do I invest most in?, source_sentence: Can you tell me how my portfolio ranks among others?
sentences: What is my AMC wise split ?, In which funds am I paying highest fees, Compare my portfolio with others?, source_sentence: Which of my funds has the highest risk level?
sentences: Give me python code to find best funds in my portfolio, Show my stocks ranked by performance, Show my riskiest mutual funds, source_sentence: What's going right with my portfolio?
sentences: Is my portfolio linked?, My portfolio returns over all the years, What's going well in my portfolio, source_sentence: I'd like to know the percentage of large cap in my investments.
sentences: Show my riskiest holdings, Can you show what percentage of my portfolio consists of large cap, What is the expected return of my portfolio?
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: 0.8625954198473282
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9961832061068703
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: 0.8625954198473282
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.33206106870229
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: 0.8625954198473282
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9961832061068703
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: 0.9460250731496836
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9271628498727736
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9271628498727736
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 37
Created: 2025-04-27 20:08:03