Model: vayishu/visa-minilm
Author: vayishu
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:1000, loss:TripletLoss, 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:1000, loss:TripletLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: What are the key points in passage fam_402.10_30?
sentences: ( v ) A dependent applying under [ paragraph ( s)(2 ) ( iii)](/current / title-8 / section-214.2#p-214.2(s)(2)(iii ) ) or [ ( iv)](/current / title-8 / section-214.2#p-214.2(s)(2)(iv ) ) of this section must also submit a certified statement from the post - secondary educational institution confirming that he or she is pursuing studies on a full - time basis ., ( b )   ( U ) The criteria for 
 qualifying as an H-1B physician are found in subparagraph 3 below ., ( ii ) * What are the requirements for participation ? *, source_sentence: What are the key points in passage 8cfr_214.3_93?
sentences: ( vii ) Whether the student has been certified for practical training , and the beginning and end dates of certification ., ( D ) Similarity of jobs and working conditions ;, ( ii ) * What are the requirements for participation ? *, source_sentence: Explain the significance of passage fam_402_62.
sentences: ( * i * ) Has competency in oral and written English which shall be demonstrated by the passage of the English language proficiency test given by the Educational Commission for Foreign Medical Graduates ; or, Derivative beneficiaries are entitled to apply for visas to 
 follow and/or join principals who are maintaining status in the United States , 
 even when the principal was never issued a visa in the classification being 
 sought by the dependent .   Take , for instance , a world - class soccer player , who 
 changes their status from F-1 to O-1 .   The spouse and/or children are entitled 
 to apply for nonimmigrant O-3 visas .   Typical documentation for establishing 
 entitlement to visas in such an instance might include marriage and birth 
 certificates for the spouse and dependent(s ) , a copy of the principal 
 beneficiary 's approval notice , and any Form I-797 , Notice of Action notices 
 relating to the dependents ' own change of status filings .   Another example 
 would be a foreign national who entered the United States on a B-1 visa and 
 subsequently changed status to F-1 .   The spouse and/or child of the F-1 would 
 be entitled to seek F-2 visas .   In such cases , the dependent would need to 
 present a properly endorsed Form I-20 , Certificate of Eligibility for 
 Nonimmigrant ( F-1 ) Student Status - for Academic and Language Students , as 
 evidence that the principal is enrolled , or will be enrolled within 60 days , in 
 a full course of study or is in approved practical training ., ( 1 ) Meaning of term * Designated Official . * As used in [ § § 214.2(f)](/current / title-8 / section-214.2#p-214.2(f ) ) and [ ( m)](/current / title-8 / section-214.2#p-214.2(m ) ) , [ 214.3](/current / title-8 / section-214.3 ) and [ 214.4](/current / title-8 / section-214.4 ) , a * Designated Official , Designated School Official ( DSO ) , * or * Principal Designated School Official ( PDSO ) , * means a regularly employed member of the school administration whose office is located at the school and whose compensation does not come from commissions for recruitment of foreign students . An individual whose principal obligation to the school is to recruit foreign students for compensation does not qualify as a designated official . The PDSO and any other DSO must be named by the president , owner , or head of a school or school system . The PDSO and DSO may not delegate this designation to any other person ., source_sentence: What is the main topic of passage fam_402.9_141?
sentences: ( 1 )   The title of the position to which the applicant 
 is destined , its place in the firm 's organizational structure , the duties 
 of the position , the degree to which the applicant will have ultimate control 
 and responsibility for the firm 's overall operations or a major component 
 thereof , the number and skill levels of the employees the applicant will 
 supervise , the level of pay , and whether the applicant possesses qualifying 
 executive or supervisory experience ;, describes methods of oversight and supervision . The Form I-983 must explain how the training is directly related to the student 's qualifying STEM degree ., ( A ) A nurse who is granted H-1C classification based on passage of the CGFNS examination must , upon admission to the United States , be able to obtain temporary licensure or other temporary authorization to practice as a registered nurse from the State Board of Nursing in the state of intended employment ., source_sentence: Explain the significance of passage uscis_pm_volume_2_part_f_chapter_7_1.
sentences: ( C ) A common formal code of doctrine and discipline ;, ( * i * ) Has competency in oral and written English which shall be demonstrated by the passage of the English language proficiency test given by the Educational Commission for Foreign Medical Graduates ; or, Chapter 7 - Absences From the United States | USCIS
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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Created: 2025-08-20 07:04:31