Model: tomaarsen/dual-inference-free-1e-3-lr
Author: tomaarsen
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sparse-encoder, sparse, asymmetric, inference-free, 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, 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: 0.8090849715672191
energy_consumed: 0.0020815045242041953
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: 0.019
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: Dual IDF 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: 0.22
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.48
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.58
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.64
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.22
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.15999999999999998
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.11599999999999999
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.064
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.22
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.48
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.58
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.64
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.42806448797401003
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.3595238095238096
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.36991983251424254
name: Dot Map@100
verified: no, type: query_active_dims
value: 7.360000133514404
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9997588624554906
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 48.652191162109375
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9984059959648087
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: 0.52
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.56
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.62
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.46
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.30666666666666664
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.26
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.21
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.04630877020110327
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.0756046838259871
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.08754950684817618
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.10356284427632172
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.2778867231758672
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5051904761904762
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.12857109041882986
name: Dot Map@100
verified: no, type: query_active_dims
value: 5.739999771118164
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9998119389367958
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 162.21571350097656
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9946852855808604
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: 0.2
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.32
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.44
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.6
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.2
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.10666666666666666
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.08800000000000001
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.06000000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.19
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.31
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.42
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.57
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.362900761644351
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.30826984126984125
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3052999960864357
name: Dot Map@100
verified: no, type: query_active_dims
value: 10.420000076293945
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.999658606903994
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 70.97537231445312
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9976746159388489
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: 0.2933333333333334
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.44
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.5266666666666667
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.62
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.2933333333333334
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.1911111111111111
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.15466666666666667
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.11133333333333334
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.15210292340036777
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.28853489460866233
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.3625165022827254
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.43785428142544053
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.35628399093140944
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.390994708994709
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.267930306339836
name: Dot Map@100
verified: no, type: query_active_dims
value: 7.839999993642171
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9997431360987601
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 83.01258549629136
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9972802376811385
name: Corpus Sparsity Ratio
verified: no
Likes: 1 | All-time downloads: 40
Created: 2025-05-27 16:29:00