Model: Hgkang00/FT-label-aug-consent-10
Author: Hgkang00
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:100K<n<1M, 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, dataset_size:100K<n<1M, 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: Frequent headaches and muscle soreness are a result of my insomnia.
sentences: My frequent headaches and muscle soreness are a direct result of my insomnia., A manic episode often prevents me from sitting still or relaxing as I constantly need to be on the move., The fear of being away from familiar places during a panic attack is why I have refused job opportunities with travel obligations., source_sentence: My insomnia results in frequent headaches and muscle soreness for me.
sentences: Due to my insomnia, I have frequent headaches and muscle soreness., Thoughts of life not being worth living and feelings of hopelessness create a difficult challenge for me., The fear of being away from familiar places during a panic attack is why I have refused job opportunities with travel obligations., source_sentence: Faced with a snake, fear takes over and I stay frozen until it passes.
sentences: Whenever I encounter a snake, I freeze in fear and cannot move until it is gone., Due to a sense of unworthiness of happiness, I struggle to enjoy activities that were once my favorites., The fear of being away from familiar places during a panic attack is why I have refused job opportunities with travel obligations., source_sentence: The idea of overdosing on medication crosses my mind when overwhelmed.
sentences: Thoughts of overdosing on medication often occur to me when I'm overwhelmed., I, almost like being stuck in a loop, repeat certain actions or words without any clear purpose at times., The fear of being away from familiar places during a panic attack is why I have refused job opportunities with travel obligations., source_sentence: Insomnia has led me to experience frequent headaches and muscle soreness.
sentences: My insomnia has caused me to experience frequent headaches and muscle soreness., I struggle with distinguishing between reality and illusions when I feel detached from reality at times., The fear of being away from familiar places during a panic attack is why I have refused job opportunities with travel obligations.
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: FT label aug
type: FT_label_aug
metrics: type: pearson_cosine
value: 0.42561450628852554
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.23253817395631948
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.5095430319125491
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.23187290173483613
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.5153981915417447
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.232538168642362
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4256145064012167
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.23253817993475548
name: Spearman Dot
verified: no, type: pearson_max
value: 0.5153981915417447
name: Pearson Max
verified: no, type: spearman_max
value: 0.23253817993475548
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 143
Created: 2024-05-30 08:04:23