Model: bod9/stella_en_1.5B_v5-ecom-retrieval
Author: bod9
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sentence-similarity, feature-extraction, arxiv:1908.10084, arxiv:1705.00652, base_model:NovaSearch/stella_en_1.5B_v5, base_model:finetune:NovaSearch/stella_en_1.5B_v5, model-index, endpoints_compatible, region:us
Base models (finetune): id: NovaSearch/stella_en_1.5B_v5
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction
base_model: NovaSearch/stella_en_1.5B_v5
widget: source_sentence: $230 pool for outdoors not plastic
sentences: Wireless Outdoor Security Camera, WiFi Solar Rechargeable Battery Power IP Surveillance Home Cameras, 1080P, Human Motion Detection, Night Vision, 2-Way Audio, 4dbi Antenna, IP65 Waterproof, Cloud/SD, Bestway SaluSpa Miami Inflatable Hot Tub, 4-Person AirJet Spa, Mens Plush Robe - Fleece Robe, Mens Bathrobe - Fig -Small/Medium, source_sentence: (hearing aid not amplifer)
sentences: Hearing Aid Cleaning Wire for Sound Tubes (2 Packs of 5), Hearing Aids, Enjoyee Hearing Aids for Seniors Rechargeable Hearing Amplifier with Noise Cancelling for Adults Hearing Loss, Digital Ear Hearing Assist Devices with Volume Control, 24 Pieces Checking Erasable Pencils Red Pencils Pre-Sharpened #2 HB with Erasable Tops for Checking Map Coloring Tests Grading, source_sentence: (can not use in the usa) european 220voltage hair tools
sentences: Umarex 2252109 Brodax Air Pistol .177 BB, One-Step Hair Dryer & Volumizer Hot Air Brush, 3-in-1 Hair Dryer Brush Styler for Straightening, Curling, Salon Negative Ion Ceramic Lightweight Blow Dryers Straightener Curl Hair Brush, Mini Portable Flat Iron Tourmaline Ceramic Dual Voltage Travel Iron for Worldwide Use LED Indicator LOVANI Hair Straightener (Ceramic Mini), source_sentence: 'not my circus not my monkeys my monkeys flyshirt'
sentences: Dresswel Women This is My Circus These are My Monkeys T-Shirt Mom Life Graphic Tee Pocket Shirt Casual Tops, Goyunwell Nylon Black Zippers by The Yard #5 10 Yards Nylon Black Long Zipper Tape for Sewing 20Pcs Gunmetal Pulls Slider Zipper by The Yard Black Zipper Roll for Craft Bag Purse Sewing Black Tape, Not My Circus Not My Monkeys Party T-Shirt, source_sentence: #1 small corded treadmill without remote control
sentences: Goplus Under Desk Treadmill, with Touchable LED Display and Wireless Remote Control, Built-in 3 Workout Modes and 12 Programs, Walking Jogging Machine, Superfit Electric Treadmill for Home Office, Pencil Guy Untipped white round pencil, no eraser 144 to a box, SUNNY HEALTH & FITNESS ASUNA Space Saving Treadmill, Motorized with Speakers for AUX Audio Connection - 8730G
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@5, cosine_ndcg@10, cosine_mrr@1, cosine_mrr@5, cosine_mrr@10, cosine_map@10, cosine_map@100
model-index: name: SentenceTransformer based on NovaSearch/stella_en_1.5B_v5
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: ir evaluation
type: ir_evaluation
metrics: type: cosine_accuracy@1
value: 0.5243984708792444
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7189116258151563
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.782325163031257
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8452889588486621
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5243984708792444
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.44764260550183643
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.4002248706993479
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.3198335956824826
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.09367303103726933
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.21358059074273028
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.2980042886250134
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.43181596262310956
name: Cosine Recall@10
verified: no, type: cosine_ndcg@5
value: 0.46762394517912087
name: Cosine Ndcg@5
verified: no, type: cosine_ndcg@10
value: 0.46811760590873697
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.5243984708792444
name: Cosine Mrr@1
verified: no, type: cosine_mrr@5
value: 0.625680233865528
name: Cosine Mrr@5
verified: no, type: cosine_mrr@10
value: 0.6341315350816145
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.34926714503106293
name: Cosine Map@10
verified: no, type: cosine_map@100
value: 0.4065326888005573
name: Cosine Map@100
verified: no, task: type: graded-ir
name: Graded IR
dataset: name: gr evaluation
type: gr_evaluation
metrics: type: cosine_accuracy@1
value: 0.708792444344502
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9037553406791096
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9462559028558579
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9840341803463009
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.708792444344502
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.6468780451240538
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.6044974139869574
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.5283786822577018
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.12721101888273206
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.30930165915538804
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.4489712213025254
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7098551817763595
name: Cosine Recall@10
verified: no, type: cosine_ndcg@5
value: 0.7127144186187505
name: Cosine Ndcg@5
verified: no, type: cosine_ndcg@10
value: 0.7543447490248549
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.708792444344502
name: Cosine Mrr@1
verified: no, type: cosine_mrr@5
value: 0.8065999550258622
name: Cosine Mrr@5
verified: no, type: cosine_mrr@10
value: 0.8118267710352285
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.6051494969120079
name: Cosine Map@10
verified: no, type: cosine_map@100
value: 0.6944358205631005
name: Cosine Map@100
verified: no
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Created: 2025-05-20 20:12:55