Model: Hgkang00/FT-label-consent-10
Author: Hgkang00
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:10K<n<100K, 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:10K<n<100K, 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: Driving or commuting to work feels draining, even if it's a short distance.
sentences: Symptoms during a manic episode include decreased need for sleep, more talkative than usual, flight of ideas, distractibility, I feel like I have lost a part of myself since the traumatic event, and I struggle to connect with others on a deeper level., For at least 2 years, or 1 year in children and adolescents, numerous periods with hypomanic symptoms and depressive symptoms occur, neither meeting full criteria for hypomanic or major depressive episodes., source_sentence: I felt like my thoughts were disconnected and chaotic during a manic episode.
sentences: Diagnosis requires one or more manic episodes, which may be preceded or followed by hypomanic or major depressive episodes., I feel like I have lost a part of myself since the traumatic event, and I struggle to connect with others on a deeper level., Depressed mood for most of the day, for more days than not, as indicated by subjective account or observation, for at least 2 years., source_sentence: My insomnia has caused me to experience frequent headaches and muscle soreness.
sentences: Insomnia or hypersomnia nearly every day., I have difficulty standing in long lines at the grocery store or the bank due to the fear of feeling trapped or overwhelmed., For at least 2 years, or 1 year in children and adolescents, numerous periods with hypomanic symptoms and depressive symptoms occur, neither meeting full criteria for hypomanic or major depressive episodes., source_sentence: The phobic object or situation almost always provokes immediate fear or anxiety.
sentences: The agoraphobic situations almost always provoke fear or anxiety., I have difficulty standing in long lines at the grocery store or the bank due to the fear of feeling trapped or overwhelmed., For at least 2 years, or 1 year in children and adolescents, numerous periods with hypomanic symptoms and depressive symptoms occur, neither meeting full criteria for hypomanic or major depressive episodes., source_sentence: I engage in risky behaviors like reckless driving or reckless sexual encounters.
sentences: Symptoms during a manic episode include inflated self-esteem or grandiosity,increased goal-directed activity, or excessive involvement in risky activities., Marked decrease in functioning in areas like work, interpersonal relations, or self-care since the onset of the disturbance., The agoraphobic situations are actively avoided, require the presence of a companion, or are endured with intense fear or anxiety.
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
type: FT_label
metrics: type: pearson_cosine
value: 0.40571243927086686
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.4157655660967662
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.4294377953337607
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.41636474785618866
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.4293067637823527
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.41576593946890283
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4057124337715868
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.4157663124606592
name: Spearman Dot
verified: no, type: pearson_max
value: 0.4294377953337607
name: Pearson Max
verified: no, type: spearman_max
value: 0.41636474785618866
name: Spearman Max
verified: no
Likes: 1 | All-time downloads: 10
Created: 2024-05-29 10:27:43