Model: Mercity/memory-retrieval-minilm-l6-v2
Author: Mercity
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:370023, 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:370023, loss:TripletLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: I'm worried my ethics module won't align with finance budgeting for the capstone.
sentences: Lila's 8-year-old daughter is enrolled in an intensive, highly structured after-school program that includes dedicated homework/research time overseen by certified teachers three days a week., Maria secretly volunteered to mentor the incoming freshman class next semester, requiring her to dedicate 5 hours every Saturday morning for preparation., Tom's wife, who teaches high school ethics, frequently discusses philosophical concepts with him at home, using family dinner conversations to explore real-life applications., source_sentence: With only eight weeks until the project deadline, I'm wondering if my 85% on loops means we're ready to ease into recursion, or should we double-check with some targeted challenges first?
sentences: Raj expressed confidence after his 85% score on loops, stating that it covers the basics needed for recursion without additional review., Maria's full-time job as a marketing consultant requires her to attend mandatory team-building retreats every other weekend through November, leaving her with inconsistent revision slots., Raj's long-term goal is to secure a software engineering internship at a major UK tech firm like Google London, where strong recursion skills are essential for algorithmic interview rounds., source_sentence: Reflecting on how grocery lapses spark those weary takeout evenings.
sentences: Elena successfully implemented a 'Digital Grocery List' system synced to her phone three months ago, which significantly reduced impulse buys during her rushed 10-day cycles., Liam's wife, Sarah, recently received a promotion that includes a substantial, one-time $15,000 bonus, which they plan to use for specialized developer mentorship., Clara's niece, Sofia, is currently seeking summer employment that offers flexible hours., source_sentence: With my student loans kicking back in soon, the pressure is mounting on our family budget, and I just want to cry thinking about it—how can I build a 12-year plan to director level in green finance without adding more financial strain right now?
sentences: Alex successfully debugged and resolved a very similar, intermittent race condition in the data caching layer two months ago by implementing a sophisticated connection pooling strategy., Tanya booked a specialized astronomy tour near West Yellowstone for the first night of her trip, which requires a 9:00 PM check-in., Lisa is the sole beneficiary of a small, established trust fund ($50,000) which she is legally prohibited from accessing until her youngest child turns 18 (in 14 years)., source_sentence: Provide the amortization schedule difference for CC1 under both prioritization schemas.
sentences: Mark's primary long-term goal is to start his own small business within the next four years, requiring significant capital savings to begin operations., Last year, Raj tried implementing a popular, highly-rated, low-cost CRM, but the team revolted because the mobile interface was unusable for client follow-ups during site visits., Last spring, Dr. Vasquez received high praise from the Dean for successfully transitioning her entire curriculum to align with a newly adopted, highly structured 'Systems Thinking Framework' mandated by the university board.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 27
Created: 2025-11-06 13:37:48