Model: dat-ai/bge-base-for_text2sql
Author: dat-ai
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:56355, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: base_model: BAAI/bge-base-en-v1.5
language: en
library_name: sentence-transformers
license: apache-2.0
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:56355, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: 
  Given  the Column informations, generate an SQL query for the following question:
  Column: Finishing position | Points awarded (Platinum) | Points awarded (Gold) | Points awarded (Silver) | Points awarded (Satellite)
  Question: How many platinum points were awarded when 6 gold points were awarded?
  SQL Query: SELECT MAX Points awarded (Platinum) FROM table WHERE Points awarded (Gold) = 6
  
sentences: How many platinum points were awarded when 6 gold points were awarded?, Did any team score games that totaled up to 860.5?, Who had the pole position at the German Grand Prix?, source_sentence: 
  Given  the Column informations, generate an SQL query for the following question:
  Column: Player | No. | Nationality | Position | Years in Toronto | School/Club Team
  Question: What's Dell Curry nationality?
  SQL Query: SELECT Nationality FROM table WHERE Player = Dell Curry
  
sentences: What is the title when original air date is may15,2008?, What's Dell Curry nationality?, What's the minimum total attendance of the Premier League association football?, source_sentence: 
  Given  the Column informations, generate an SQL query for the following question:
  Column: Sepal length | Sepal width | Petal length | Petal width | Species
  Question: Name the species when petal width is 2.0 and petal length is 4.9
  SQL Query: SELECT Species FROM table WHERE Petal width = 2.0 AND Petal length = 4.9
  
sentences: What year was the championship in Wimbledon (2)?, Who wrote Series 38?, Name the species when petal width is 2.0 and petal length is 4.9, source_sentence: 
  Given  the Column informations, generate an SQL query for the following question:
  Column: No. in season | No. in series | Title | Directed by | Written by | Original air date | U.S. viewers (million)
  Question: How many millions of U.S. viewers watched the episode that first aired on March 31, 2013?
  SQL Query: SELECT U.S. viewers (million) FROM table WHERE Original air date = March 31, 2013
  
sentences: How many millions of U.S. viewers watched the episode that first aired on March 31, 2013?, How many viewers were there for the premier with 34, What is Bruce Cerone overall?, source_sentence: 
  Given  the Column informations, generate an SQL query for the following question:
  Column: Nomination | Actors Name | Film Name | Director | Country
  Question: What was the film Falling up nominated for?
  SQL Query: SELECT Nomination FROM table WHERE Film Name = Falling Up
  
sentences: What was the film Falling up nominated for?, Who wrote an episode watched by 19.01 million US viewers?, What player is on the Montreal Alouettes CFl team?
model-index: name: BGE base SQL Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.4676281647562665
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4697065121551833
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.4697065121551833
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4697065121551833
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4676281647562665
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15656883738506108
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.09394130243103667
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.046970651215518334
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4676281647562665
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4697065121551833
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.4697065121551833
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4697065121551833
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.46889822604232273
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4686148549355503
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4686406337350657
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0.46775412520468573
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4697065121551833
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.4697065121551833
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4697065121551833
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.46775412520468573
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15656883738506108
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.09394130243103667
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.046970651215518334
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.46775412520468573
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4697065121551833
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.4697065121551833
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4697065121551833
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4689612062665323
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.46869882856782963
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4687237988187482
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.46750220430784734
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4697065121551833
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.4697065121551833
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.46976949237939286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.46750220430784734
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15656883738506108
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.09394130243103667
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04697694923793929
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.46750220430784734
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4697065121551833
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.4697065121551833
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.46976949237939286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4688906637675648
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4685833648234455
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.468602927990512
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0.46769114498047615
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4696435319309737
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.46976949237939286
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.46976949237939286
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.46769114498047615
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1565478439769912
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.09395389847587858
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04697694923793929
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.46769114498047615
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4696435319309737
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.46976949237939286
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.46976949237939286
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4689469541953942
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.468661040433304
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4686773555936371
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0.46775412520468573
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4696435319309737
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.4696435319309737
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4697065121551833
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.46775412520468573
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1565478439769912
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.09392870638619474
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.046970651215518334
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.46775412520468573
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4696435319309737
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.4696435319309737
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4697065121551833
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4689578301883334
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.468696204391821
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.46870770760703784
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 11
Created: 2024-11-13 08:53:38