Model: Mercity/memory-retrieval-qwen3-0.6b-lora
Author: Mercity
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:369891, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:Qwen/Qwen3-Embedding-0.6B, base_model:finetune:Qwen/Qwen3-Embedding-0.6B, endpoints_compatible, region:us
Base models (finetune): id: Qwen/Qwen3-Embedding-0.6B
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:369891, loss:TripletLoss
base_model: Qwen/Qwen3-Embedding-0.6B
widget: source_sentence: Regarding the $200k in CDs, how does the current rollover schedule interact with the potential need for $40k liquidity within the next year and a half?
sentences: Maria has a history of consistently rolling over her maturing CDs into new 1-year term certificates., Lena successfully integrated a complex, counter-intuitive keyboard shortcut system into her design software workflow within one week through structured, repeated micro-practice sessions., The assisted living facility for Clara has a contractual clause stating that if Clara requires specialized memory care (which costs $1,500 more per month), the facility must be notified within 90 days, triggering a mandatory three-month transition period., source_sentence: Tracking arguments hasn't stopped them; what's the next analytical step?
sentences: Liam's grandfather, a retired history professor, gifted him a rare, first-edition book on Inca cosmology just before he left, insisting Liam study it thoroughly., Maria previously found linear timeline diagrams of human ancestry from ancient apes to modern humans most intuitive, especially those highlighting direct progression without branches., Maria's husband, Mark, explicitly stated during a recent rare date night that he feels most receptive to difficult conversations immediately following his shift change (around 7:30 AM) when he is having his first cup of coffee., source_sentence: My network's thinner than my post-baby patience; revive it playfully for curriculum gigs?
sentences: Lila highly values authenticity and dislikes overly aggressive "thought leader" marketing jargon, preferring clear, evidence-based communication., Last year, when the retreat failed to accommodate Amir and Tanya, the resulting internal memo from HR strongly suggested that Dr. Kowalski should hire a specialized Diversity & Inclusion (D&I) consultant for future planning, which she has actively resisted., Jordan successfully secured a $500 matching grant from the local library specifically earmarked for purchasing durable, low-maintenance irrigation supplies., source_sentence: Our Tableau tools aren't syncing well; could you recommend Azure-native alternatives?
sentences: Emma deeply values community involvement and has volunteered tutoring ESL students weekly for the last decade; she dislikes feeling rushed or adversarial in interactions., Maria received a significant promotion offer last week contingent on demonstrating strong leadership initiative outside of her core job duties., The $500k grant funding for this analytics project is explicitly earmarked for one-time capital expenditure (CapEx) software licensing purchases, and cannot be used for operational expenditure (OpEx) cloud consumption costs., source_sentence: Freelancer's on board, but I'm anxious about the budget stretching for these fixes.
sentences: Victor strongly values authenticity and has explicitly stated he would rather deliver 4 excellent, deeply resonant ads than 6 mediocre ones that rely on viral gimmicks., Raj recently won a $500 gift certificate specifically for experiences/tours redeemable through a regional travel aggregator., Carlos successfully mastered the past tense (Passé Composé) last month by focusing solely on verb conjugation tables rather than contextual sentences.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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Created: 2025-11-16 15:17:41