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sgpt-bloom-1b7-nli

Sentence Similarity
sentence-transformers
PyTorch
bloom
feature-extraction
mteb
Eval Results
Inference Endpoints
Model card Files Community
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Add MTEB

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@@ -4,6 +4,130 @@ tags:
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  - sentence-transformers
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  - feature-extraction
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  - sentence-similarity
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # sgpt-nli-bloom-1b3
 
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  - sentence-transformers
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  - feature-extraction
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  - sentence-similarity
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+ - mteb
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+ model-index:
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+ - name: sgpt-bloom-1b7-nli
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+ results:
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+ - task:
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+ type: Classification
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+ dataset:
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+ type: mteb/amazon_reviews_multi
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+ name: MTEB AmazonReviewsClassification (fr)
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+ config: fr
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+ split: test
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+ revision: c379a6705fec24a2493fa68e011692605f44e119
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+ metrics:
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+ - type: accuracy
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+ value: 39.286
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+ - type: f1
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+ value: 38.87078070073539
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+ - task:
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+ type: Classification
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+ dataset:
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+ type: mteb/amazon_reviews_multi
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+ name: MTEB AmazonReviewsClassification (zh)
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+ config: zh
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+ split: test
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+ revision: c379a6705fec24a2493fa68e011692605f44e119
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+ metrics:
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+ - type: accuracy
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+ value: 37.634
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+ - type: f1
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+ value: 36.86046604093418
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+ - task:
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+ type: Classification
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+ dataset:
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+ type: mteb/mtop_domain
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+ name: MTEB MTOPDomainClassification (fr)
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+ config: fr
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+ split: test
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+ revision: a7e2a951126a26fc8c6a69f835f33a346ba259e3
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+ metrics:
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+ - type: accuracy
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+ value: 83.79893517068588
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+ - type: f1
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+ value: 83.72326662566203
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+ - task:
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+ type: Classification
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+ dataset:
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+ type: mteb/mtop_intent
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+ name: MTEB MTOPIntentClassification (fr)
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+ config: fr
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+ split: test
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+ revision: 6299947a7777084cc2d4b64235bf7190381ce755
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+ metrics:
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+ - type: accuracy
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+ value: 63.36047604134043
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+ - type: f1
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+ value: 44.261707019308126
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+ - task:
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+ type: Classification
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+ dataset:
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+ type: mteb/amazon_massive_intent
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+ name: MTEB MassiveIntentClassification (fr)
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+ config: fr
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+ split: test
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+ revision: 072a486a144adf7f4479a4a0dddb2152e161e1ea
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+ metrics:
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+ - type: accuracy
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+ value: 64.57632817753867
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+ - type: f1
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+ value: 62.60453982786661
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+ - task:
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+ type: Classification
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+ dataset:
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+ type: mteb/amazon_massive_scenario
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+ name: MTEB MassiveScenarioClassification (fr)
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+ config: fr
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+ split: test
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+ revision: 7d571f92784cd94a019292a1f45445077d0ef634
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+ metrics:
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+ - type: accuracy
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+ value: 69.59986550100874
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+ - type: f1
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+ value: 69.71803697939914
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+ - task:
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+ type: STS
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+ dataset:
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+ type: mteb/sts22-crosslingual-sts
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+ name: MTEB STS22 (zh)
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+ config: zh
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+ split: test
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+ revision: 2de6ce8c1921b71a755b262c6b57fef195dd7906
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+ metrics:
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+ - type: cos_sim_pearson
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+ value: 59.71781185663265
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+ - type: cos_sim_spearman
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+ value: 58.538648447630514
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+ - type: euclidean_pearson
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+ value: 53.53848180206165
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+ - type: euclidean_spearman
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+ value: 56.33730262964236
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+ - type: manhattan_pearson
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+ value: 54.62109820575505
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+ - type: manhattan_spearman
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+ value: 57.223846291318914
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+ - task:
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+ type: STS
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+ dataset:
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+ type: mteb/sts22-crosslingual-sts
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+ name: MTEB STS22 (fr)
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+ config: fr
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+ split: test
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+ revision: 2de6ce8c1921b71a755b262c6b57fef195dd7906
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+ metrics:
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+ - type: cos_sim_pearson
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+ value: 73.44021434651606
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+ - type: cos_sim_spearman
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+ value: 73.13412769502769
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+ - type: euclidean_pearson
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+ value: 68.16368597409867
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+ - type: euclidean_spearman
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+ value: 72.44964781564485
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+ - type: manhattan_pearson
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+ value: 69.42307032478939
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+ - type: manhattan_spearman
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+ value: 73.3523195012387
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  ---
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  # sgpt-nli-bloom-1b3