Model: HydroEmbed/HydroEmbed-MCQTF-MiniLM-MNRL
Author: HydroEmbed
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2542, 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, generated_from_trainer, dataset_size:2542, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: How does climate change influence the hydrological cycle and streamflow patterns in river basins?
sentences: Answer: B) The protection of the water environment is essential., Answer: B) Changes in climatic forces and land use/land cover (LULC) changes characterized by re-vegetation, Answer: B) Climate change can lead to increased temperatures and altered precipitation patterns, affecting streamflow variability., source_sentence: Downscaling methods are only necessary for correcting temperature data in climate change impact studies.
sentences: Answer: B) Climate projections and hydrological modeling uncertainties are both important in predicting future urban streamflow and flood risks., False, False, source_sentence: What are the primary challenges faced in monitoring flow and sediment dynamics in mountain river environments?
sentences: False, Answer: B) Complex environments, rapid hydrological changes, and limited monitoring infrastructure, True, source_sentence: The total annual water storage in the Shashe catchment is approximately 44,000 Mm3, with groundwater being the dominant storage type.
sentences: True, False, True, source_sentence: Flood risks in the Yellow River Basin are projected to decrease under all climate change scenarios.
sentences: True, False, False
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 34
Created: 2025-05-12 19:19:13