Model: Hgkang00/FT-triple-2
Author: Hgkang00
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:10K<n<100K, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, 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:TripletLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
widget: source_sentence: The agoraphobic situations almost always provoke fear or anxiety.
sentences: Attending crowded events or public gatherings fills me with anxiety because of the fear of a potential threat in the crowd., The struggle to focus during the day is often due to feeling exhausted even after a full night's sleep., It's not uncommon for me to engage in risky behaviors like reckless driving or reckless sexual encounters., source_sentence: Due to my insomnia, I have frequent headaches and muscle soreness.
sentences: My insomnia results in frequent headaches and muscle soreness for me., My fear of heights prevents me from going on roller coasters or visiting scenic overlooks on mountains., Focusing on tasks becomes challenging due to my constant worry about when the next panic attack will strike., source_sentence: Commuting to work, even when it's a short distance, feels draining.
sentences: Even a short distance can make driving or commuting to work feel draining., My fear of heights prevents me from going on roller coasters or visiting scenic overlooks on mountains., The impact on my ability to focus on tasks is due to my constant worry about when the next panic attack will strike., 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., My fear of heights prevents me from going on roller coasters or visiting scenic overlooks on mountains., Focusing on tasks becomes challenging due to my constant worry about when the next panic attack will strike., source_sentence: Experience frequent headaches and muscle soreness due to my insomnia.
sentences: I experience frequent headaches and muscle soreness because of my insomnia., The struggle to focus during the day is often due to feeling exhausted even after a full night's sleep., Focusing on tasks becomes challenging due to my constant worry about when the next panic attack will strike.
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: triplet
name: Triplet
dataset: name: FT triple
type: FT-triple
metrics: type: cosine_accuracy
value: 0.8093060785368478
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.19069392146315223
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.8103819257665411
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8093060785368478
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.8103819257665411
name: Max Accuracy
verified: no
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Created: 2024-05-29 21:44:30