Model: zacCMU/miniLM2-ENG3
Author: zacCMU
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:637, loss:TripletLoss, dataset:zacCMU/RAG_FINETUNING_For_Engineering, arxiv:1908.10084, arxiv:1703.07737, 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:637, loss:TripletLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: We are the data controller in respect of your personal data and will handle your data in accordance with 
our obligations under the Privacy Laws. We will use this information solely in connection with 
administering the Championship and exploiting the rights  granted to us pursuant to any separate 
agreement entered into with your team or otherwise. We are entitled to do so on the basis of our 
legitimate interests, namely to enable us to operate the Championship and promote and exploit your 
participation in the same.
sentences: The aerodynamic design of the new F1 car's rear wing has been optimized to reduce drag and improve downforce, allowing drivers to reach higher speeds on the straights., As the data controller, we will manage your personal information in accordance with privacy laws, using it solely to administer the Formula 1 Championship and promote your participation., The engine's ability to produce power is directly related to the pressure of the fuel-air mixture it receives. As the pressure increases, so does the potential for power output, with atmospheric pressure serving as the maximum threshold for normally aspirated engines., source_sentence: With adjustments 
for temperature, altitude, and other factors, the EPR gauge 
presents an indication of the thrust being developed by 
the engine. Since the EPR gauge compares two pressures, 
it is a differential pressure gauge. It is a remote-sensing 
instrument that receives its input from an engine pressure 
ratio transmitter or, in digital instrument systems displays, 
from a computer.
sentences: The engine's fuel efficiency can be significantly improved by implementing advanced materials in the engine's components., Prior to the start of the race, all personnel except drivers, officials, and technical staff must vacate the grid within 10 minutes. At the 5-minute signal, all cars on the grid and in the pit lane must have their wheels fitted, and tyre blankets disconnected from power supply. Team personnel and equipment trolleys must begin leaving the grid at this time., The EPR gauge on an engine provides a reading of the thrust being produced by adjusting for various factors such as temperature and altitude, and it does this by comparing two different pressures, making it a type of differential pressure gauge that receives its input from a remote-sensing instrument., source_sentence: 57.5 Unless asked to do so by the FIA, cars may not be moved from the fast lane whilst the sprint 
session or the race is suspended. Any driver whose car is moved from the fast lane to any other 
part of the pit lane  will be arranged at the back of the line of cars in the fast lane in the order 
they got there. At all times drivers must follow the directions of the marshals.
sentences: The aerodynamic design of F1 cars has led to significant advancements in downforce, allowing drivers to take corners at higher speeds and improving overall racing performance., A detailed record of repair work, including photographs and part numbers, must be maintained. Additionally, gears, dog rings, and reverse components can be changed under supervision during a competition if they are damaged, but significant parts of a car's RNC cannot be replaced between competitions without FIA permission., During a suspended sprint session or race, F1 cars are not to be moved from the fast lane unless instructed by the FIA. If a driver's car is moved to a different part of the pit lane, they will be placed at the back of the fast lane in the order they arrived. Marshals' instructions must be followed at all times., source_sentence: If such conditions are not met, then the 
Power Unit Manufacturer may, at its sole and exclusive discretion, decline the request to supply 
such New Customer Team and the decline of such request shall not be deemed to be a breach 
of the terms set out in this Appendix (however Article c) cannot be applied or interpreted by the 
Power Unit Manufacturer in a way which would d eprive the obligation of supply as referred to 
in Article b) above of any effect and/or that would prevent the FIA from making and enforcing 
the provisions set out in Article b) above. The Power Unit Manufacturer undertakes to exercise 
in good faith the co nditions referred to in paragraph 1 to 11 below). The teams and the Power 
Unit Manufacturers remain free to negotiate the terms of the supply agreement, subject to the 
fall-back positions set out below which shall apply should a team and a Power Unit Manufacturer 
fail to reach an agreement, despite negotiating in good faith.
sentences: The clerk of the course has the authority to temporarily halt practice sessions to ensure the track is clear or to assist in the recovery of a vehicle. During qualifying or sprint qualifying sessions, the session duration may be extended as a result of interruptions. Any disputes regarding the impact of these interruptions on driver qualification will not be accepted., If a new customer team fails to meet the required conditions, the power unit manufacturer has the right to decline their supply request. However, this decision cannot be used to circumvent the obligation to supply as stated in the agreement. Both parties must negotiate in good faith, and if they fail to reach an agreement, the terms set out below will apply., The aerodynamic design of the new generation of F1 cars has led to a significant increase in downforce, but at the cost of reduced fuel efficiency and increased tire wear., source_sentence: 10.7 Information to be provided to the FIA and Competitors 
a) In order that an FIA observer may be appointed, Competitors must inform the FIA and all 
other Competitors of any planned TPC, PE or DE at least 72 hours before it is due to 
commence, and the following information must be provided: 
i) The precise specification of the car(s) to be used. ii) The name(s) of the driver(s). iii) The type of activity.
sentences: Competitors must notify the FIA and other teams at least 72 hours in advance of any planned technical testing, physical evaluations, or development exercises, providing detailed information about the cars, drivers, and nature of the activity., Pitot tubes can be either covered or uncovered, and modifications to the Driver Cooling Scoop, as outlined in Article 3.6.5 of the Technical Regulations, are also permitted. Additionally, changes can be made to improve the driver's comfort., The aerodynamic design of a Formula 1 car's rear wing is crucial in determining its overall downforce and drag characteristics, requiring a delicate balance between speed and stability.
datasets: zacCMU/RAG_FINETUNING_For_Engineering
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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Created: 2025-11-26 15:57:50