Model: seank333111/inference-free-splade-distilbert-base-uncased-nq
Author: seank333111
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: 0.32
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.52
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.32
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.1733333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.12000000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.32
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.52
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.6
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.8
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5294275268594165
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.44701587301587303
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4547435439455525
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: 56.05611801147461
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9981634192382061
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: 0.44
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.48
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.54
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.58
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.44
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3533333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.32800000000000007
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.24600000000000002
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.04296449405849682
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.07246863989183633
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.09285358111876901
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.11634922767333658
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.31292844524261265
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.47585714285714287
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.13754623990324893
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: 69.88655853271484
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9977102890199622
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: 0.38
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.62
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.68
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.74
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.38
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.20666666666666664
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.136
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07600000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.37
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.58
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.64
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.71
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5476944409397304
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5072222222222222
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4973273986984246
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: 51.11539077758789
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.998325293533268
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: 0.38000000000000006
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6066666666666668
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7066666666666667
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.38000000000000006
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.24444444444444444
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.19466666666666668
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.134
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.24432149801949896
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.39082287996394544
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4442845270395897
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.5421164092244455
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.46335013768058647
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4766984126984127
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.36320572751574204
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: 57.281252631734205
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9981232798430071
name: Corpus Sparsity Ratio
verified: no
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Created: 2025-07-04 08:13:55