Model: NeuML/pubmedbert-base-splade
Author: NeuML
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sparse-encoder, sparse, splade, generated_from_trainer, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss, sentence-similarity, en, base_model:microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext, base_model:finetune:microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext
Card metadata: tags: sentence-transformers, sparse-encoder, sparse, splade, generated_from_trainer, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss
base_model: microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, active_dims, sparsity_ratio
model-index: name: SPLADE Sparse Encoder
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: type: pubmed-similarity
name: PubMed Similarity
metrics: type: pearson_cosine
value: 0.9422980731390805
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8870061609483617
name: Spearman Cosine
verified: no, type: active_dims
value: 34.0018196105957
name: Active Dims
verified: no, type: sparsity_ratio
value: 0.9988859897906233
name: Sparsity Ratio
verified: no
language: en
license: apache-2.0
Likes: 5 | All-time downloads: 2821
Created: 2025-07-03 22:53:50