Model: Naveen20o1/all_MiniLM_L6_nav1
Author: Naveen20o1
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:900, loss:CoSENTLoss, arxiv:1908.10084, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:900, loss:CoSENTLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: display
sentences: Geographical, Communication, Artifact, source_sentence: expense
sentences: Artifact, Time, Geographical, source_sentence: area
sentences: Communication, Organization, Quantity, source_sentence: test_result
sentences: Time, Geographical, Time, source_sentence: legal_guardian
sentences: Artifact, Person, Person
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8510927039014685
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8372741864830964
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8233071371304348
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8391989547278852
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8236213734557936
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8372741864830964
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8510927021851241
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8372741864830964
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8510927039014685
name: Pearson Max
verified: no, type: spearman_max
value: 0.8391989547278852
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev test
type: sts-dev_test
metrics: type: pearson_cosine
value: 0.8296374742898318
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8280786712108251
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8056178202972799
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8280786712108251
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.811720698434899
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8280786712108251
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.829637493696392
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8280786712108251
name: Spearman Dot
verified: no, type: pearson_max
value: 0.829637493696392
name: Pearson Max
verified: no, type: spearman_max
value: 0.8280786712108251
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-06-15 09:02:30