Model: RahulMeganathan/e5-smart-home-private
Author: RahulMeganathan
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:358, loss:MultipleNegativesRankingLoss, dataset_size:322, arxiv:1908.10084, arxiv:1705.00652, base_model:intfloat/e5-base, base_model:finetune:intfloat/e5-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/e5-base
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:358, loss:MultipleNegativesRankingLoss, dataset_size:322
base_model: intfloat/e5-base
widget: source_sentence: Turn off all thermostats in the house
sentences: All thermostats in the house include device_1: Thermostat in bedroom and device_16: Thermostat in 1st Floor Hallway., The study plug is device_7: SmartPlug, Wifi Smart Plug Study, currently off., The front door lock is device_15: SmartLock, Door Lock, currently disconnected., source_sentence: Turn on the Philips Light in the Bed Room
sentences: The Philips Light in the Bed Room is device_29: Light, Philips Light., Guest room (Evangeline Room) preparation uses device_5: SmartPlug, Wifi Smart Plug for amenities., All entertainment devices include device_21: Television in family room, device_28: Television in living room, device_32: Television in living room, and device_10: SmartMonitor in study., source_sentence: Switch on the Kasa plug in the study
sentences: The family room sofa outlet is device_19: SmartPlug, Family Room Sofa Outlet., The Kasa plug in the study is device_13: Switch, Kasa Study Plug., Guest preparation includes device_28 and device_32: Televisions for entertainment, device_30 and device_31: SmartPlugs for amenities, device_35: AirConditioner for comfort, and device_34: Camera for security., source_sentence: Turn on the SmartThings Outlet in the Living room
sentences: The SmartThings Outlet in the Living room is device_31: SmartPlug, SmartThings Outlet., The specific eWeLink mirror outlet is device_2: Switch, eWeLink Outlet Mirror in Bed Room., All SmartPlugs in the Family room include device_19: SmartPlug Family Room Sofa Outlet, device_20: SmartPlug SmartThings Outlet, and device_23: SmartPlug SmartThings Outlet., source_sentence: Living room TV group
sentences: The Trinity room wifi plug is device_26: SmartPlug, Wifi Smart Plug 1., Living room TV group is device_47: Television (all Televisions in Living room) including device_28 and device_32., All Televisions in the Living room include device_47: Television (all Televisions in Living room), device_28: Television TV, and device_32: Television Samsung QN90AA 65 TV.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on intfloat/e5-base
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: smart home eval
type: smart_home_eval
metrics: type: pearson_cosine
name: Pearson Cosine
verified: no, type: spearman_cosine
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.9005859430666894
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8492077756084468
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 27
Created: 2025-08-24 06:06:34