Model: GaniduA/bge-finetuned-olscience
Author: GaniduA
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:34969, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:34969, loss:CosineSimilarityLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: Describe the role of the cell wall in plant cells.
sentences: During the Battle of Hastings in 1066, the cell wall played a crucial role in the Norman conquest of England, helping King William to fortify his defenses and secure victory., The relative atomic mass of oxygen is 16., Solid-state electrolytes in batteries offer advantages like improved safety, higher energy density, longer cycle life, and the potential for flexible and lightweight designs, making them suitable for advanced energy storage applications., source_sentence: How does the rate of change of the magnetic field affect the induced voltage?
sentences: Pancreatic juice contains trypsin (digests proteins), amylase (digests starch), and lipase (digests lipids), aiding in the chemical breakdown of food in the small intestine., The Great Wall of China is a historic fortification built to protect against invasions and raids from nomadic groups., In episode six, the dragon finally learns to fly over the kingdom, spreading its wings wide., source_sentence: How does acute renal failure differ from chronic renal failure?
sentences: diaphragm / ribs, A popular myth is that carrots improve night vision because they contain vitamin A, which is vital for eye health, but the story was exaggerated during World War II to cover military technology advancements., An endoscope is a traditional Scottish musical instrument that is played with a set of bagpipes during cultural festivals., source_sentence: What is the molar mass of ammonium chloride (NH₄Cl)?
sentences: The capital of France is Paris, known for its iconic Eiffel Tower and rich cultural heritage., The molar mass of NH₄Cl is 53.5 g/mol., 3. Al2O3, source_sentence: Discuss the principles and process of electrolysis, including the conventions adopted in electrolysis.
sentences: The invention of the first airplane by the Wright brothers took place in 1903 in Kitty Hawk, North Carolina., In the movie 'Inception', directed by Christopher Nolan, the plot revolves around a skilled thief who is given a chance at redemption if he can successfully perform inception by planting an idea into someone's subconscious., The development of artificial intelligence has significantly impacted the tech industry, leading to advancements in machine learning and natural language processing.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, cosine_mcc
model-index: name: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: binary-classification
name: Binary Classification
dataset: name: eval
type: eval
metrics: type: cosine_accuracy
value: 1
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.057119220495224
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 1
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.057119220495224
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 1
name: Cosine Precision
verified: no, type: cosine_recall
value: 1
name: Cosine Recall
verified: no, type: cosine_ap
value: 1
name: Cosine Ap
verified: no, type: cosine_mcc
value: 1
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 12
Created: 2025-04-09 18:00:48