Model: tomaarsen/inference-free-splade-distilbert-base-uncased-nq-3e-3
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: 40.32092414763781
energy_consumed: 0.10373222712421808
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: 0.271
hardware_used: 1 x NVIDIA GeForce RTX 3090
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: 0.62
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: 0.124
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: 0.62
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.8
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5423437640649257
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.46220634920634923
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.46993244404328005
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: 55.45885467529297
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9981829875278392
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: 0.46
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5
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: 0.46
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.36666666666666664
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.32
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.24200000000000002
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.04383405927588812
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.07406949762623444
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.08852725075885176
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.11263403679653615
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.31346960788721207
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4925
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.13315774123427984
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: 68.93396759033203
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9977414989977612
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: 0.58
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.68
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.76
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.34
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.19333333333333333
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: 0.33
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.55
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.64
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.7
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5246562093175895
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.47938095238095235
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4679694682232657
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: 48.96862030029297
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9983956287169815
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: 0.37333333333333335
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5333333333333333
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6066666666666668
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7200000000000001
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.37333333333333335
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.24444444444444444
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.19333333333333336
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.13333333333333333
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.23127801975862938
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.3813564992087448
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4495090835862839
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.5375446789321787
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.46015652708990906
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4780291005291006
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.35701988450027516
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: 56.004758931296756
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9981651019287301
name: Corpus Sparsity Ratio
verified: no
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Created: 2025-06-12 09:36:41