Model: tomaarsen/inference-free-splade-distilbert-base-uncased-nq-3e-4-lc
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: 96.6933410585648
energy_consumed: 0.24875956660517518
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: 0.63
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: 0.26
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.84
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.26
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.18
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.12
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08399999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.26
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.54
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.6
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.84
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5301296392828033
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4346587301587301
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4417858474689138
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: 108.27344512939453
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9964526097526573
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: 0.52
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.54
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.64
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.4
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.38
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.32
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.272
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.022488303582306343
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.07739840917586681
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.09241195258706496
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.12367788200480173
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3246216335286617
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4721904761904762
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.13538377155269898
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: 131.0975341796875
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9957048183546396
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: 0.4
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.62
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.74
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.4
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.21333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.15200000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08399999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.38
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.58
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.69
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.76
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5794690876694212
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5380555555555555
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5206061459671588
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: 91.89592742919922
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9969891905042528
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: 0.56
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6266666666666667
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7600000000000001
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.35333333333333333
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.25777777777777783
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.19733333333333336
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.14666666666666664
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.22082943452743545
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.39913280305862225
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4608039841956883
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.5745592940016006
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4780734534936288
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4816349206349206
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3659252549962572
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: 107.11764230114127
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9964904776128319
name: Corpus Sparsity Ratio
verified: no
Likes: 0 | All-time downloads: 0
Created: 2025-06-12 15:47:50