Model: hbriegel/AssistiveRecGraniteSmall
Author: hbriegel
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4623, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:1705.00652, base_model:ibm-granite/granite-embedding-125m-english, base_model:finetune:ibm-granite/granite-embedding-125m-english, license:apache-2.0, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: ibm-granite/granite-embedding-125m-english
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4623, loss:MultipleNegativesRankingLoss
base_model: ibm-granite/granite-embedding-125m-english
widget: source_sentence: The Tena Comfort Extra is a high-quality incontinence product designed for adults seeking reliable and discreet protection. Each pad features change indicators to alert users when it is time to change, ensuring comfort and hygiene. The pad is made with 100% breathable material, which helps to keep the skin dry and healthy by allowing air to circulate. The package contains 40 pieces, providing a convenient and economical solution for managing incontinence needs.
sentences: Goals: ['Maintain independence and mobility within a multi-story home', 'Facilitate safe and convenient access to different levels of a building', 'Enhance quality of life by ensuring ease of movement between floors', 'Support social interactions and participation in activities across different levels of a residence'], Challenges: ['Mobility impairments that affect the ability to navigate stairs', 'Physical disabilities that require the use of a wheelchair for transportation', 'Age-related declines in mobility and strength that limit stair climbing', 'Recovering from injuries or surgeries that temporarily impair mobility'], Goals: ['Maintain independence and dignity in daily life', 'Ensure comfort and hygiene to improve overall well-being', 'Reduce the stigma associated with incontinence', 'Facilitate participation in social and community activities'], Challenges: ['Incontinence', 'Urinary incontinence', 'Fecal incontinence', 'Mobility challenges that affect bathroom access', 'Neurological conditions affecting bladder control'], Goals: ['Maintain independence in daily personal care routines', 'Enhance comfort and safety in personal spaces', 'Improve mobility and reduce the risk of falls or injuries'], Challenges: ['Mobility impairments', 'Osteoarthritis', 'Musculoskeletal conditions', 'Post-surgical recovery', 'Elderly individuals with reduced strength and flexibility'], source_sentence: The Hovertech HoverSling SPU Repositioning Sheet & Split Leg is an innovative assistive technology designed to facilitate patient handling tasks. This product combines the functionality of an air-assisted transfer mattress and a lifting sling, allowing caregivers to use a single-use product for a variety of tasks. These tasks include lateral transfers, repositioning patients in bed, reversing their position, and lifting them safely. The HoverSling is designed to minimize the physical strain on caregivers while ensuring the comfort and safety of the patient. Its air-assisted design helps to reduce friction, making it easier to move patients with minimal effort. The split leg feature provides additional support and stability during transfers.
sentences: Goals: ['To enhance the quality of care provided to patients by reducing the physical strain on caregivers.', 'To ensure the safety and comfort of patients during transfer and repositioning tasks.', 'To improve the efficiency of healthcare services by providing a versatile, single-use product for multiple patient handling tasks.'], Challenges: ['Mobility impairments that require assistance for transfers and repositioning.', 'Conditions that necessitate frequent repositioning to prevent pressure ulcers.', 'Healthcare settings where minimizing the risk of infection is critical.', 'Conditions that require careful handling to avoid injury or discomfort.'], Goals: ['Achieve better sleep quality and comfort', 'Maintain proper spinal alignment during sleep', 'Reduce discomfort and pressure points during rest', 'Support a healthy pregnancy by providing proper positioning'], Challenges: ['Sleep disorders', 'Chronic pain management', 'Pregnancy-related discomfort', 'Post-surgical recovery', 'Arthritis and joint pain'], Goals: ['To maintain clear communication in various environments to enhance social interactions and relationships.', 'To improve overall quality of life by ensuring consistent hearing support throughout the day.', 'To achieve greater independence by minimizing the need for frequent recharging at fixed locations.'], Challenges: ['Hearing impairment and age-related hearing loss.', 'Difficulty managing traditional hearing aid batteries.', 'Need for reliable and portable charging solutions to support active lifestyles.'], source_sentence: The Mitt with Heat Standard Children is a robust and durable mitt designed specifically for smaller children. It features a loose lining that can be easily removed for cleaning or adjustment. The mitt is designed to be easy to wear with an adjustable strap on the wrist, ensuring a secure and comfortable fit. The material used is wind and waterproof Triton/Polyester fabric for the upper part, providing protection against the elements. The inner hand is lined with non-slip material to enhance grip and safety. The lining consists of polyester and wool with Thinsulate insulation, offering warmth and comfort during cold weather. This mitt is suitable for children aged 2 to 7 years.
sentences: Goals: ['To enhance physical activity and coordination in a safe and enjoyable manner.', 'To foster social interaction and engagement through play.', 'To create a relaxing and stimulating environment in therapeutic settings.', 'To improve motor skills and hand-eye coordination in children.'], Challenges: ['Sensory processing disorders.', 'Autism spectrum disorder (ASD).', 'Visual impairments.', 'Physical disabilities affecting mobility and coordination.', 'Cognitive impairments that benefit from sensory stimulation.'], Goals: ['To ensure the comfort and safety of children during outdoor activities', 'To provide warmth and protection against cold weather conditions', 'To enhance grip and prevent slips or falls', 'To facilitate easy wearing and removal for convenience and hygiene'], Challenges: ['Cold sensitivity or discomfort in hands', 'Difficulty wearing traditional gloves due to dexterity issues', 'Need for additional warmth and insulation during outdoor activities', 'Conditions requiring non-slip materials to improve grip and safety'], Goals: ['To improve communication clarity in professional and educational settings', "To enhance the user's ability to participate in and lead group discussions and presentations", 'To maintain clear and effective communication with minimal effort and setup', 'To create a more inclusive environment for individuals with hearing impairments or those who struggle with traditional microphones'], Challenges: ['Hearing impairments', 'Speech impediments', 'Difficulty in traditional microphone usage', 'Need for clear audio in noisy environments', 'Age-related hearing loss'], source_sentence: The Varilite Stratus is an ultra-light pillow specifically designed for wheelchair users who have a moderate to low risk of pressure and require moderate positioning support. This pillow offers excellent comfort and stability, making it an ideal choice for users seeking a reliable standard pillow. Its lightweight design ensures ease of use and portability, while its construction provides the necessary support to maintain proper posture during prolonged periods of sitting.
sentences: Goals: ['Maintain independence in daily activities', 'Enhance mobility and accessibility', 'Ensure comfort and safety during transfers', 'Facilitate participation in social and community activities'], Challenges: ['Mobility impairments', 'Physical disabilities', 'Reduced core strength', 'Conditions requiring assisted transfers', 'Spinal cord injuries', 'Stroke recovery', 'Musculoskeletal disorders'], Goals: ['Maintain proper posture and comfort while using a wheelchair', 'Reduce the risk of pressure sores and related complications', 'Enhance overall comfort and stability during daily activities', 'Improve mobility and ease of transportation of the wheelchair'], Challenges: ['Pressure ulcers and skin breakdown', 'Postural instability and discomfort', 'Spinal alignment issues', 'Mobility impairments affecting wheelchair use'], Goals: ['Maintain independence by having a reliable communication device', 'Stay connected with family and friends through easy-to-use features', 'Enhance personal style with a sophisticated and elegant phone design', 'Access essential communication tools in a user-friendly format'], Challenges: ['Visual impairments that require larger, high-contrast displays', 'Motor impairments that benefit from larger, easy-to-press buttons', 'Cognitive impairments that need straightforward and intuitive interfaces', 'Age-related declines in hearing and vision that require accessible communication tools'], source_sentence: The Oticon Connectline TV Adapter 2.0 is a device designed to enhance the audio experience for individuals using Oticon hearing aids. This adapter allows users to stream sound directly from their television to their hearing aids, providing high-quality sound and the convenience of wireless connectivity. The hearing aids function as wireless headsets, while the Streamer Pro acts as a volume control, ensuring that the user can adjust the sound to their comfort and preference. This device is particularly beneficial for those who struggle with hearing in noisy environments or who prefer a more personalized audio experience.
sentences: Goals: ['Maintain independence in daily personal care activities', 'Reduce the risk of injury during routine tasks', 'Enhance comfort and ease in managing footwear and socks', 'Facilitate a quicker and more efficient process of dressing and undressing'], Challenges: ['Limited mobility', 'Dexterity issues', 'Recovery from injuries or surgeries', 'Arthritis', 'Osteoporosis', 'Back pain'], Goals: ['To improve mobility and independence for individuals with temporary or permanent mobility challenges.', 'To reduce discomfort and strain associated with the use of crutches.', 'To enhance the overall quality of life by providing a comfortable and supportive mobility aid.'], Challenges: ['Temporary mobility issues due to injury or surgery.', 'Chronic conditions affecting mobility, such as arthritis or multiple sclerosis.', 'Post-surgical recovery requiring the use of crutches.', 'Conditions that require the use of assistive devices for mobility.'], Goals: ['To improve overall audio experience and clarity while watching television.', 'To enhance communication and social interactions by ensuring clear sound transmission.', 'To maintain independence and comfort in managing personal audio preferences.'], Challenges: ['Hearing impairments that require the use of hearing aids for clear audio reception.', 'Difficulty in understanding dialogue or sound in noisy environments.', 'Need for personalized audio settings to accommodate individual hearing needs.']
pipeline_tag: sentence-similarity
library_name: sentence-transformers
license: apache-2.0
Likes: 0 | All-time downloads: 303
Created: 2025-01-04 22:27:50