Model: pankajrajdeo/BioForge-bioformer-16L-foundational
Author: pankajrajdeo
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3997120, loss:MultipleNegativesSymmetricMarginLoss, arxiv:1908.10084, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3997120, loss:MultipleNegativesSymmetricMarginLoss
widget: source_sentence: Orciprenaline 20 mg oral tablet
sentences: Metaproterenol 20 mg oral tablet, SNOMED_CT, synonym, source_sentence: Borreliella burgdorferi ZS7
sentences: NCBITAXON, Borrelia burgdorferi str. ZS7, synonym, source_sentence: Mos (mouse)
sentences: A protein coding gene Mos in mouse., PR, definition, source_sentence: On examination - respiratory examination NOS
sentences: synonym, On examination - respiratory examination NOS (finding), SNOMED_CT, source_sentence: pisiform joint
sentences: definition, UBERON, It is a joint between the pisiform and triquetrum.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: foundational eval
type: foundational_eval
metrics: type: cosine_accuracy@1
value: 0.8786757730980839
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9251090874596851
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9369664200341491
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9473534433693797
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8786757730980839
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.45155884398912294
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.29832100170745596
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.16140675393663445
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6510243437934023
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8341248818490324
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.871880844859248
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9021978114122614
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8777720626935165
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9037414965986426
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8544223899209221
name: Cosine Map@100
verified: no
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Created: 2025-08-05 01:59:40