Model: Hgkang00/FT-label-consent-20
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., Diagnosis requires at least one hypomanic episode and one major depressive episode., 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., Diagnosis requires at least one hypomanic episode and one major depressive episode., 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., Exclusion of schizoaffective disorder and depressive or bipolar disorder with psychotic features, based on the absence of concurrent depressive or manic episodes during the active-phase symptoms, or these mood episodes being present for a minority of the total duration of the active and residual phases., 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., During the specified period, symptoms from Criterion A are present at least half the time with no symptom-free interval lasting longer than 2 months.
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: 0.4627701543833943
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.4076356119364853
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.48164714740150605
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.406731043246377
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.4840582172096936
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.407636256115058
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.46277015122653486
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.4076359510487126
name: Spearman Dot
verified: no, type: pearson_max
value: 0.4840582172096936
name: Pearson Max
verified: no, type: spearman_max
value: 0.407636256115058
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 237
Created: 2024-05-29 11:21:07