Model: zhenqingli/all-MiniLM-L6-v2-ft-home-depot-positive-only
Author: zhenqingli
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:66660, loss:MultipleNegativesRankingLoss, dataset:zhenqingli/homedepot-search-anchor-positive-title-only, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, 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:66660, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: 11 1/2x25 1/2 white aluminun
sentences: Red Dot 1-Gang Round Weatherproof Electrical Box with 5 1/2 in. Holes - Bronze (Case of 13), Crown Bolt 8-1/2 in. x 11 in. White Bulk Copy Paper (5000 per Pack), Lithonia Lighting 4 ft. Flushmount Ceiling White LED Wraparound Light, source_sentence: glidden amethyst ice
sentences: Daltile Quarry Red Blaze 6 in. x 6 in. Abrasive Ceramic Floor and Wall Tile (11 sq. ft. / case), Tri-Bolt One Sided Key-Less Entry Door Security Lock Deadbolt for Exterior Doors, Glidden DUO #HDGV61 Amethyst Ice Latex Interior Paint with Primer, source_sentence: free shipping
sentences: Storm System Category 4 5 gal. Naked Matte Exterior Wood Siding 100% Acrylic Latex Stain, Definity 30W Equivalent Cool White (5000K) MR16 Narrow Flood LED Light Bulb, Globalrose Yellow Roses (50 Stems) Includes Free Shipping, source_sentence: machine screw
sentences: Hampton Bay Aria 7-Piece Patio Dining Set, Crown Bolt #6-32 Stainless Steel Machine Screw Nut (4 per Pack), Racor Securehold 2-Tool Holder Hook, source_sentence: canopy
sentences: Sunjoy Mojave 8 ft. x 5 ft. Steel Fabric Grill Gazebo, Creek Pecan Tree, The Hillman Group 1/4 - 20 in. Stainless Steel Hex Finish Nut (30-Pack)
datasets: zhenqingli/homedepot-search-anchor-positive-title-only
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: homedepot eval
type: homedepot_eval
metrics: type: pearson_cosine
value: 0.39407912085751234
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.3676762358234328
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 31
Created: 2025-09-16 05:18:37