Model: monkeypostulate/inference-free-splade-distilbert-base-uncased-nq
Author: monkeypostulate
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sparse-encoder, sparse, asymmetric, inference-free, splade, generated_from_trainer, dataset_size:9000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss, dataset_size:89000, feature-extraction, en, arxiv:1908.10084, arxiv:2205.04733, arxiv:1705.00652, arxiv:2004.05665, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sparse-encoder, sparse, asymmetric, inference-free, splade, generated_from_trainer, dataset_size:9000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss, dataset_size:89000
base_model: distilbert/distilbert-base-uncased
widget: Blank Neoprene Water Bottle Coolies (Variety Color 10 Pack), Dream Spa 3-way 8-Setting Rainfall Shower Head and Handheld Shower Combo (Chrome). Use Luxury 7-inch Rain Showerhead or 7-Function Hand Shower for Ultimate Spa Experience!, ¿Está disponible el nuevo iPhone 7 Plus?, Naipo Back Massager Massage Chair Vibrating Car Seat Cushion for Back, Neck, and Thigh with 8 Motor Vibrations 4 Modes 3 Speed Heating at Home Office Car, Pizuna 400 Thread Count Cotton Fitted-Sheet Queen Size White 1pc, 100% Long Staple Cotton Sateen Fitted Bed Sheet With All Around Elastic Deep Pocket Queen Sheets Fit Up to 15Inch (White Fitted Sheet)
pipeline_tag: feature-extraction
library_name: sentence-transformers
metrics: dot_accuracy@1, dot_accuracy@3, dot_accuracy@5, dot_accuracy@10, dot_precision@1, dot_precision@3, dot_precision@5, dot_precision@10, dot_recall@1, dot_recall@3, dot_recall@5, dot_recall@10, dot_ndcg@10, dot_mrr@10, dot_map@100, query_active_dims, query_sparsity_ratio, corpus_active_dims, corpus_sparsity_ratio
model-index: name: Inference-free SPLADE distilbert-base-uncased trained on Natural-Questions tuples
results: task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: dot_accuracy@1
value: 0.3
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.58
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.66
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.76
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.19333333333333336
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.132
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07600000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.58
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.66
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.76
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5302210774188797
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.45638095238095233
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4675385567218492
name: Dot Map@100
verified: no, type: query_active_dims
value: 6.380000114440918
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9997909704437966
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 813.6908569335938
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9733408408055306
name: Corpus Sparsity Ratio
verified: no
Likes: 0 | All-time downloads: 0
Created: 2025-08-16 08:01:38