Model: tomaarsen/inference-free-splade-bert-base-uncased-nq
Author: tomaarsen
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, license:apache-2.0, model-index, co2_eq_emissions, endpoints_compatible, region:us
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
widget: Rollin' (Limp Bizkit song) The music video was filmed atop the South Tower of the former World Trade Center in New York City. The introduction features Ben Stiller and Stephen Dorff mistaking Fred Durst for the valet and giving him the keys to their Bentley Azure. Also making a cameo is break dancer Mr. Wiggles. The rest of the video has several cuts to Durst and his bandmates hanging out of the Bentley as they drive about Manhattan. The song Ben Stiller is playing at the beginning is "My Generation" from the same album. The video also features scenes of Fred Durst with five girls dancing in a room. The video was filmed around the same time as the film Zoolander, which explains Stiller and Dorff's appearance. Fred Durst has a small cameo in that film., Maze Runner: The Death Cure On April 22, 2017, the studio delayed the release date once again, to February 9, 2018, in order to allow more time for post-production; months later, on August 25, the studio moved the release forward two weeks.[17] The film will premiere on January 26, 2018 in 3D, IMAX and IMAX 3D.[18][19], who played the dj in the movie the warriors, Lionel Messi Born and raised in central Argentina, Messi was diagnosed with a growth hormone deficiency as a child. At age 13, he relocated to Spain to join Barcelona, who agreed to pay for his medical treatment. After a fast progression through Barcelona's youth academy, Messi made his competitive debut aged 17 in October 2004. Despite being injury-prone during his early career, he established himself as an integral player for the club within the next three years, finishing 2007 as a finalist for both the Ballon d'Or and FIFA World Player of the Year award, a feat he repeated the following year. His first uninterrupted campaign came in the 2008â€“09 season, during which he helped Barcelona achieve the first treble in Spanish football. At 22 years old, Messi won the Ballon d'Or and FIFA World Player of the Year award by record voting margins., Send In the Clowns "Send In the Clowns" is a song written by Stephen Sondheim for the 1973 musical A Little Night Music, an adaptation of Ingmar Bergman's film Smiles of a Summer Night. It is a ballad from Act Two, in which the character Desirée reflects on the ironies and disappointments of her life. Among other things, she looks back on an affair years earlier with the lawyer Fredrik, who was deeply in love with her but whose marriage proposals she had rejected. Meeting him after so long, she realizes she is in love with him and finally ready to marry him, but now it is he who rejects her: he is in an unconsummated marriage with a much younger woman. Desirée proposes marriage to rescue him from this situation, but he declines, citing his dedication to his bride. Reacting to his rejection, Desirée sings this song. The song is later reprised as a coda after Fredrik's young wife runs away with his son, and Fredrik is finally free to accept Desirée's offer.[1]
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
co2_eq_emissions: emissions: 63.662764436204725
energy_consumed: 0.16378296081883995
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 0.432
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: Inference-free SPLADE bert-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: 0.24
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.68
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.78
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.24
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.18
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.136
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.078
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.24
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.54
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.68
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.78
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5089651763164315
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4219047619047619
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.432147340250938
name: Dot Map@100
verified: no, type: query_active_dims
value: 7.21999979019165
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.999763449322122
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 64.50605010986328
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9978865719772668
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: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.56
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: 0.3733333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.324
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.24599999999999997
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.022479220566210704
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.07612273703265512
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.09256181151372667
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.11369159268450002
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3093526962928894
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4906666666666667
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.12838279162115543
name: Dot Map@100
verified: no, type: query_active_dims
value: 5.659999847412109
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9998145599945151
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 81.60819244384766
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9973262501656561
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: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.62
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.66
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.38
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.18
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.128
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.068
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.38
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.52
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.61
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.64
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5187972911837246
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4807460317460317
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.48967329128750314
name: Dot Map@100
verified: no, type: query_active_dims
value: 10.319999694824219
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9996618832417657
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 53.484806060791016
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9982476637815088
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: 0.35333333333333333
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6200000000000001
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.6733333333333333
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.35333333333333333
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.24444444444444438
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.19600000000000004
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.13066666666666665
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.21415974018873687
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.3787075790108851
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4608539371712423
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.5112305308948334
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4457050545976819
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.46443915343915343
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3500678077198655
name: Dot Map@100
verified: no, type: query_active_dims
value: 7.733333110809326
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.999746630852801
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 64.12316794619026
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9978991164423633
name: Corpus Sparsity Ratio
verified: no
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Created: 2025-06-11 13:55:43