Model: wwydmanski/arctic-pubmed-v0.2
Author: wwydmanski
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10053, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:Snowflake/snowflake-arctic-embed-l-v2.0, base_model:finetune:Snowflake/snowflake-arctic-embed-l-v2.0, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: Snowflake/snowflake-arctic-embed-l-v2.0
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10053, loss:MultipleNegativesRankingLoss
base_model: Snowflake/snowflake-arctic-embed-l-v2.0
widget: source_sentence: Nursing Reform
sentences: Staff nurses speak out on reform. , Synthesis of graphene with different layers on paper-like sintered stainless steel fibers and its application as a metal-free catalyst for catalytic wet peroxide oxidation of phenol. , Nursing reformation. , source_sentence: NiTiO3 composite
sentences: Fabrication and electromagnetic performance of talc/NiTiO 3 composite. , Nickel-titanium usage and breakage: an update. , Innervational plasticity of the oculomotor system. , source_sentence: Single-Session Competency Framework
sentences: Competency assessment: one step at the time. , Optothermal molecule trapping by opposing fluid flow with thermophoretic drift. , Describing a Clinical Group Coding Method for Identifying Competencies in an Allied Health Single Session. , source_sentence: Streptococcal myositis treatment outcomes
sentences: Evaluation of penicillin and hyperbaric oxygen in the treatment of streptococcal myositis. , Polymicrobial myositis. , Parse's criteria for evaluation of theory with a comparison of Fawcett's and Parse's approaches. , source_sentence: Risk-based water quality monitoring framework
sentences: Development of a new risk-based framework to guide investment in water quality monitoring. , NADPH oxidase 1 supports proliferation of colon cancer cells by modulating reactive oxygen species-dependent signal transduction. , Water quality monitoring strategies - A review and future perspectives. 
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on Snowflake/snowflake-arctic-embed-l-v2.0
results: task: type: triplet
name: Triplet
dataset: name: triplet dev
type: triplet-dev
metrics: type: cosine_accuracy
value: 0.72
name: Cosine Accuracy
verified: no
Likes: 1 | All-time downloads: 105
Created: 2025-01-09 18:52:33