Model: NothingMuch/GO-Term-Embeddings-Snowflake-m-1.5
Author: NothingMuch
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:40906, loss:MatryoshkaLoss, loss:MegaBatchMarginLoss, en, dataset:NothingMuch/GO-Terms, arxiv:1908.10084, arxiv:2205.13147, base_model:Snowflake/snowflake-arctic-embed-m-v1.5, base_model:finetune:Snowflake/snowflake-arctic-embed-m-v1.5, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: Snowflake/snowflake-arctic-embed-m-v1.5
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:40906, loss:MatryoshkaLoss, loss:MegaBatchMarginLoss
widget: source_sentence: One of three laminate structures that form the spindle pole body; the inner plaque is in the nucleus.
sentences: maturation of SSU-rRNA from tetracistronic rRNA transcript (SSU-rRNA, 5.8S rRNA, 2S rRNA, LSU-rRNA), leukotriene receptor activity, inner plaque of spindle pole body, source_sentence: The covalent attachment of a myristoyl group to the N-terminal amino acid residue of a protein.
sentences: MHC class I protein complex assembly, N-terminal protein myristoylation, neurotrophin receptor activity, source_sentence: The inner, i.e. lumen-facing, lipid bilayer of the plastid envelope; also faces the plastid stroma.
sentences: plastid inner membrane, neuron migration involved in retrograde extension, stomatal complex morphogenesis, source_sentence: Initiation of a region of tissue in a plant that is composed of one or more undifferentiated cells capable of undergoing mitosis and differentiation, thereby effecting growth and development of a plant by giving rise to more meristem or specialized tissue.
sentences: meristem initiation, polytene chromosome, cardiac ventricle development, source_sentence: The sex chromosome present in both sexes of species in which the male is the heterogametic sex. Two copies of the X chromosome are present in each somatic cell of females and one copy is present in males.
sentences: establishment of cell polarity involved in gastrulation cell migration, X chromosome, somatic diversification of immune receptors by N region addition
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: src2trg_accuracy, trg2src_accuracy, mean_accuracy
model-index: name: SentenceTransformer
results: task: type: translation
name: Translation
dataset: name: Unknown
type: unknown
metrics: type: src2trg_accuracy
value: 0.7614482291901646
name: Src2Trg Accuracy
verified: no, type: trg2src_accuracy
value: 0.7718249492443041
name: Trg2Src Accuracy
verified: no, type: mean_accuracy
value: 0.7666365892172344
name: Mean Accuracy
verified: no
license: apache-2.0
datasets: NothingMuch/GO-Terms
language: en
base_model: Snowflake/snowflake-arctic-embed-m-v1.5
Likes: 0 | All-time downloads: 106
Created: 2025-01-03 00:43:19