Model: Mercity/memory-retrieval-jina-v3-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:jinaai/jina-embeddings-v3, base_model:finetune:jinaai/jina-embeddings-v3, endpoints_compatible, region:us
Base models (finetune): id: jinaai/jina-embeddings-v3
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:369891, loss:TripletLoss
base_model: jinaai/jina-embeddings-v3
widget: source_sentence: Echoes in the Alley is evolving into this brooding masterpiece, and heightening Jax's voice has me buzzing—let's iterate on a sample monologue to make it sing with poetic rhythm!
sentences: Sam, the lead researcher, strongly advocated in the last team meeting for temporarily excluding the Hawaii lab's pH data from the primary analysis until the September 15th deadline., Maria has a strong, established working relationship with the in-house data science team, who recently developed a proprietary lookalike modeling tool that integrates directly with the existing ad platform., In a previous collaboration, Taylor's roommate, cast as Jax, delivered a standout improvised monologue during a poetry reading event that captured the character's vulnerability without any scripted props, earning praise from peers for its raw authenticity., source_sentence: Can you model the critical path impact if we delay contractor onboarding until September 1st?
sentences: Eleanor volunteers 20 hours a week at the local animal shelter and values community engagement much higher than maximizing every dollar of tax savings., The $10,000/week contractor specializes in backend database scaling, not the UI/UX features Alex needs built before the October demo., Alex's long-term goal is to secure Series A funding within 18 months, which requires establishing a reputation for reliable, on-time delivery of all milestones., source_sentence: I'm anxious that winter rains could delay test drives for used SUVs.
sentences: Robert's daughter, an insurance claims adjuster, offered to take a week off work in late November to help him thoroughly inspect and negotiate the final purchase, as she has expertise in contracts., Harold's long-term goal, shared with Evelyn, is to ensure their grandchildren (Sarah's children) spend quality time with Evelyn every summer to learn about local history, a tradition they deeply value., Robert is actively reading reviews comparing the safety ratings of 2023 SUV models versus 2024 models regarding their performance in heavy downpours., source_sentence: With only six months until my deadline and grading piling up at school, this plot hole is keeping me up at night; any ideas for weaving in the partner's death more subtly in Book 2 without retconning?
sentences: Liam secretly paid off Mia's outstanding student loan debt ($4,500) three months ago as a surprise, not wanting her to worry about it anymore., Sofia is actively applying for a prestigious $10,000 regional arts grant next month, which specifically funds community-focused, educational digital media., Maria's editor at the publishing house is a former detective novelist who insists on psychological realism in character backstories, having rejected an earlier submission from Maria for lacking emotional depth in grief portrayal., source_sentence: Preparing instructions for potential Brazilian yoga classes excites me—could you curate a professional list of Portuguese phrases for guiding poses and breathing exercises?
sentences: The previous attempt at self-study failed because Liam found the standard textbook pronunciation guide recordings to be grating and overly formal, leading him to stop practicing after two weeks., Rosa secretly purchased a high-end, lightweight portable folding chair specifically designed for extended standing/sitting comfort at outdoor events last month., Chloe has a documented, severe anxiety disorder requiring her to maintain a structured, predictable routine; sudden, high-stress financial calculations or immediate high-stakes decisions trigger significant health setbacks.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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Created: 2025-11-14 20:17:03