Model: harmonydata/mental_health_harmonisation_1
Author: harmonydata
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2351, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2351, loss:CosineSimilarityLoss
base_model: sentence-transformers/all-mpnet-base-v2
widget: source_sentence: Are your thoughts sometimes so strong that you can almost hear them?
sentences: My emotions have almost always seemed flat regardless of what is going on around me., Having powerful images or memories that sometimes come into your mind in which you feel the experience is happening again in the here and now?, I often think that I hear people talking only to discover that there was no one there., source_sentence: Having difficulty concentrating?
sentences: My thoughts are so hazy and unclear that I wish that I could just reach up and put them into place., Most of the time I find it is very difficult to get my thoughts in order., Experienced sleep disturbances?, source_sentence: Feeling jumpy or easily startled?
sentences: I often worry that someone or something is controlling my behavior., People find my conversations to be confusing or hard to follow., Worried a lot about different things?, source_sentence: Do you often have to keep an eye out to stop people from taking advantage of you?
sentences: I find that I am very often confused about what is going on around me., I sometimes wonder if there is a small group of people who can control everyone else's behavior., I have sometimes felt that strangers were reading my mind., source_sentence: I am not good at expressing my true feelings by the way I talk and look.
sentences: Felt down or depressed for most of the day, Felt nervous or anxious?, Experienced sleep disturbances?
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: Unknown
type: unknown
metrics: type: pearson_cosine
value: 0.5680489773046146
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.5532689999140259
name: Spearman Cosine
verified: no
Likes: 2 | All-time downloads: 736
Created: 2025-03-10 15:21:15