Model: amanrajput/MiniLM-L6-v2-biology-finetuned
Author: amanrajput
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:33038, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:33038, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: GnRH antagonist-based ovarian protection
sentences: The use of GnRH antagonists to prevent ovarian damage caused by chemotherapy or other gonadotoxic agents, thereby preserving ovarian function and fertility., A type of cell that has the ability to differentiate into various cell types, but lacks the self-renewal capacity of true meristematic cells., In some species, the stone canal is highly modified and is thought to play a role in the regulation of body shape and posture, as well as in the control of locomotion and feeding behaviors., source_sentence: Centrifuge Dewatering Cake Solids
sentences: The percentage of solids present in the dewatered cake produced by a centrifuge, indicating the efficiency of the dewatering process, A statistical measure of the risk of sudden cardiac death related to hyperkalemia, The stage of meiosis during which synapsis occurs and crossing over between homologous chromosomes takes place., source_sentence: Paracrine hormone signaling is a crucial mechanism for coordinating cellular behavior in development, tissue repair, and immune responses. A key feature of this process is the ability of signaling molecules to diffuse through the extracellular space and interact with target cells.
sentences: However, this also raises the potential for signaling molecules to be degraded or inactivated before they can reach their intended targets, highlighting the need for mechanisms that regulate the stability and range of paracrine hormone signals., These transcription factors control the production of mitosis-associated proteins, ensuring proper cell cycle progression and the G2/M transition., If left unchecked, cycle traps can accumulate over time, leading to a gradual degradation of system performance and potentially causing system crashes or failures., source_sentence: The rate of elongation is influenced by various factors, including the concentration of nucleotides, the temperature, and the presence of elongation factors.
sentences: An optimal balance of these factors is necessary to ensure efficient and accurate transcription, as deviations from the optimal conditions can lead to errors or premature termination., The difference in crossover frequency between two or more adjacent regions of the genome, influenced by meiotic recombination hotspot interference., Understanding these differences is crucial for the development of personalized therapeutic approaches that can effectively target specific organs and systems., source_sentence: Pollen-mediated gene flow can have significant implications for the management of invasive species.
sentences: If an invasive species is able to hybridize with a native species through pollen-mediated gene flow, it may gain a competitive advantage, leading to the displacement of the native species and altered ecosystem dynamics., A condition that occurs when glucocorticoids are abruptly discontinued, leading to symptoms such as adrenal insufficiency and fatigue., A method for aligning protein sequences based on their predicted secondary structure propensities, rather than their primary sequence similarity.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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Created: 2025-11-30 10:32:37