Model: kivanc/test
Author: kivanc
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5344, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5344, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: Omegaven contains no more than 25 mcg/L of aluminum.
sentences: The rabbits are maintained in a closed colony that is controlled and routinely monitored for specific pathogens., The imprinting ink contains propylene glycol, shellac and titanium dioxide., Omegaven has an osmolality of approximately 342 mOsm/kg water (which represents an osmolarity of 273 mOsm/L)., source_sentence: DESCRIPTION Glyburide tablets USP contain glyburide, USP, which is an oral blood-glucose-lowering drug of the sulfonylurea class.
sentences: Principal Radiation Emission Data-technetium Tc99m Radiation Mean %/ Disintegration Mean Energy (keV) (1) Dillman, L.T., The imprinting ink contains black iron oxide, potassium hydroxide, propylene glycol, shellac, and strong ammonia solution., 11 DESCRIPTION Glimepiride tablets, USP are an oral sulfonylurea that contains the active ingredient glimepiride., source_sentence: Emtansine refers to the MCC-DM1 complex.
sentences: Soak at least four(4) hours., Ado-trastuzumab emtansine has the following chemical structure: Note: The bracketed structure is DM1 plus MCC which represents the emtansine component., Carisoprodol Chemical Structure, source_sentence: It is a racemic mixture with a molecular weight of 456.3 g/mol.
sentences: GOOD LENS CARE PRACTICES: ☞ Always wash and rinse your hands before you handle your lenses., The structural formula is represented below., It has a molecular weight of 299.66 g/mol., source_sentence: The pH range of TissueBlue 0.025% Solution is between 7.3 and 7.6.
sentences: I., The pH range of the solution is 4.5 to 7.5., Lenalidomide has an asymmetric carbon atom and can exist as the optically active forms S(-) and R(+), and is produced as a racemic mixture with a net optical rotation of zero.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
model-index: name: fine tune with openfda
results: task: type: triplet
name: Triplet
dataset: name: dev eva
type: dev-eva
metrics: type: cosine_accuracy
value: 1
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 1
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 1
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 1
name: Max Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: test eva
type: test-eva
metrics: type: cosine_accuracy
value: 1
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 1
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 1
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 1
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 101
Created: 2024-11-29 13:12:56