Model: gridwayai/bge-nuclear-finetuned-5
Author: gridwayai
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3157, loss:TripletLoss, dataset_size:2525, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3157, loss:TripletLoss, dataset_size:2525, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: What is the role of the Public Information Officer during a radiological emergency?
sentences: The Public Information Officer (PIO), assigned duties at the Emergency Operations Center (EOC), and the Parish Spokesperson will be responsible for implementation of this procedure., Be prepared to report to the Parish EOC if requested by the Director of the Office of Homeland Security and Emergency Preparedness., HRI may proceed with its planned mining-related activities in these areas to the extent authorized by its NRC Materials License SUA-1508., source_sentence: The NRC also regulates the licensing and reporting obligations for materials that are byproducts in the medical field.
sentences: Parts 30, 31, 32 and 150, Exemptions From Licensing, General Licenses, and Distribution of Byproduct Material: Licensing and Reporting Requirements, Containment vessel (CNV) pressure/temperature response analysis method, similar to method used in DCA technical report, responds to LOCA pipe break, secondary line breaks, IORV events, or inadvertent ECCS actuation., source_sentence: What is the aging management program for concrete in nuclear facilities?
sentences: Further evaluation is required to determine if a plant-specific aging management program is needed., The DCPP Structures Monitoring AMP (B.2.3.33) is credited with managing cracking due to reaction with aggregates (such as ASR), for DCPP group 1, 3, 4, 5, and 7 structures, including inaccessible areas., The Survey Units listed in Figure 4 measure various acreage sizes, detailing the land area covered by each unit within the Non-Industrialized section of the site., source_sentence: What is the purpose of an emergency core cooling system in nuclear reactors?
sentences: The Commission issued Staff Requirements Memorandum (SRM) SECY-10-0113 directing the staff to consider alternative options for resolving GSI-191 (Reference 5)., preclude the formulation or implementation of reasonable and prudent alternatives to avoid jeopardizing the continued existence of endangered or threatened species or destroying or modifying critical habitat [Section 7(d)]., ECCS must be designed so that calculated cooling performance following postulated loss-of-coolant accidents conforms to the criteria set forth in paragraph (b) of this section., source_sentence: corrosion related to nuclear components
sentences: This alternative is requested for the duration of the Brunswick Steam Electric Plant, Units 1 & 2, Third Ten-Year Containment Inservice Inspection Interval, which is currently scheduled to end no later than May 10, 2028., *Note: Initiation of Reactor Enclosure isolation starts Reactor Enclosure Recirculation System (RERS) and SGTS. Ref: UFSAR 6.2.3.2.3*, In the proposed alternative by the Owner (Duke Energy), corrosion or erosion that has reduced the component wall thickness to less than 145% of the minimum design wall thickness will be considered a relevant condition that will require evaluation or corrective measures to the extent necessary to meet the acceptance standards of IWE-3500 prior to continued service.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: triplet
name: Triplet
dataset: name: validation
type: validation
metrics: type: cosine_accuracy
value: 0.8797468543052673
name: Cosine Accuracy
verified: no, type: cosine_accuracy
value: 0.9556962251663208
name: Cosine Accuracy
verified: no, type: cosine_accuracy
value: 0.9588607549667358
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 51
Created: 2025-04-15 01:38:15