Model: Jgmorenof/inference-free-splade-distilbert-base-uncased-nq
Author: Jgmorenof
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sparse-encoder, sparse, asymmetric, inference-free, splade, generated_from_trainer, dataset_size:99000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss, feature-extraction, en, dataset:sentence-transformers/natural-questions, 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:99000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss
base_model: distilbert/distilbert-base-uncased
widget: Saudi Arabia–United Arab Emirates relations However, the UAE and Saudi Arabia continue to take somewhat differing stances on regional conflicts such the Yemeni Civil War, where the UAE opposes Al-Islah, and supports the Southern Movement, which has fought against Saudi-backed forces, and the Syrian Civil War, where the UAE has disagreed with Saudi support for Islamist movements.[4], Economy of New Zealand New Zealand's diverse market economy has a sizable service sector, accounting for 63% of all GDP activity in 2013.[17] Large scale manufacturing industries include aluminium production, food processing, metal fabrication, wood and paper products. Mining, manufacturing, electricity, gas, water, and waste services accounted for 16.5% of GDP in 2013.[17] The primary sector continues to dominate New Zealand's exports, despite accounting for 6.5% of GDP in 2013.[17], who was the first president of indian science congress meeting held in kolkata in 1914, Get Over It (Eagles song) "Get Over It" is a song by the Eagles released as a single after a fourteen-year breakup. It was also the first song written by bandmates Don Henley and Glenn Frey when the band reunited. "Get Over It" was played live for the first time during their Hell Freezes Over tour in 1994. It returned the band to the U.S. Top 40 after a fourteen-year absence, peaking at No. 31 on the Billboard Hot 100 chart. It also hit No. 4 on the Billboard Mainstream Rock Tracks chart. The song was not played live by the Eagles after the "Hell Freezes Over" tour in 1994. It remains the group's last Top 40 hit in the U.S., Cornelius the Centurion Cornelius (Greek: Κορνήλιος) was a Roman centurion who is considered by Christians to be one of the first Gentiles to convert to the faith, as related in Acts of the Apostles.
datasets: sentence-transformers/natural-questions
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: 0.56
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.62
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.78
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.18666666666666668
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.124
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.078
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.56
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.62
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.78
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5334479218312598
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.45579365079365075
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.46561802519420487
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: 61.24806594848633
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.997993314135755
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoNFCorpus
type: NanoNFCorpus
metrics: type: dot_accuracy@1
value: 0.4
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.48
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.52
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.6
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.4
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3466666666666666
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.3
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.23800000000000002
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.040488303582306345
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.07189040859931932
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.08701508628551448
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.11292062654625955
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3021858396265333
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.45805555555555555
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.13275153404198187
name: Dot Map@100
verified: no, type: query_active_dims
value: 4.760000228881836
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.999844046909479
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 77.5289535522461
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.997459899300431
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoNQ
type: NanoNQ
metrics: type: dot_accuracy@1
value: 0.34
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.64
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.76
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.34
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.18
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.128
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.078
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.34
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.51
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.59
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.71
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.526165293329912
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.47612698412698407
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.47036489156683237
name: Dot Map@100
verified: no, type: query_active_dims
value: 9.4399995803833
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9996907149079227
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 54.611717224121094
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9982107425062539
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-nano-beir
name: Sparse Nano BEIR
dataset: name: NanoBEIR mean
type: NanoBEIR_mean
metrics: type: dot_accuracy@1
value: 0.3466666666666667
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5266666666666667
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.5933333333333334
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7133333333333333
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3466666666666667
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.23777777777777778
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.18400000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.13133333333333333
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.22682943452743545
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.3806301361997731
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.43233836209517146
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.5343068755154198
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4539330182625683
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.46332539682539675
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3562448169343397
name: Dot Map@100
verified: no, type: query_active_dims
value: 6.859999974568685
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9997752440870661
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 62.37333993104512
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9979564464998675
name: Corpus Sparsity Ratio
verified: no
Likes: 1 | All-time downloads: 0
Created: 2025-08-30 08:11:08