Model: tomaarsen/splade-distilbert-base-uncased-gooaq
Author: tomaarsen
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sparse-encoder, sparse, splade, generated_from_trainer, dataset_size:99000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss, feature-extraction, en, dataset:sentence-transformers/gooaq, 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, co2_eq_emissions, text-embeddings-inference, 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, splade, generated_from_trainer, dataset_size:99000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss
base_model: distilbert/distilbert-base-uncased
widget: The term emergent literacy signals a belief that, in a literate society, young children even one and two year olds, are in the process of becoming literate”. ... Gray (1956:21) notes: Functional literacy is used for the training of adults to 'meet independently the reading and writing demands placed on them'., Rey is seemingly confirmed as being The Chosen One per a quote by a Lucasfilm production designer who worked on The Rise of Skywalker., are union gun safes fireproof?, Fruit is an essential part of a healthy diet — and may aid weight loss. Most fruits are low in calories while high in nutrients and fiber, which can boost your fullness. Keep in mind that it's best to eat fruits whole rather than juiced. What's more, simply eating fruit is not the key to weight loss., Treatment of suspected bacterial infection is with antibiotics, such as amoxicillin/clavulanate or doxycycline, given for 5 to 7 days for acute sinusitis and for up to 6 weeks for chronic sinusitis.
datasets: sentence-transformers/gooaq
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: 15.140869622791696
energy_consumed: 0.0389523841472174
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: 0.154
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: splade-distilbert-base-uncased trained on GooAQ
results: task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: dot_accuracy@1
value: 0.28
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.58
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.74
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.28
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.16666666666666663
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.11599999999999999
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07400000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.28
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.5
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.58
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.74
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4990149648564834
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4237460317460318
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4349975076063166
name: Dot Map@100
verified: no, type: query_active_dims
value: 125.27999877929688
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9958954197372617
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 312.56317138671875
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.989759413819975
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.28
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.56
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.62
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.72
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.28
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.18666666666666668
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.124
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07200000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.28
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.56
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.62
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.72
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4890243338331294
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.41600000000000004
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.43012741081376565
name: Dot Map@100
verified: no, type: query_active_dims
value: 111.45999908447266
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9963482078800711
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 310.84136962890625
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9898158256461271
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: 0.32
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.46
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: 0.32
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2866666666666666
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.256
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.21999999999999997
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.010409862362909712
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.027097764372744422
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.04059644876604124
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.07167100144175235
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.24193545696769683
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4157460317460317
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.08023490333337685
name: Dot Map@100
verified: no, type: query_active_dims
value: 176.75999450683594
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.994208767626406
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 517.3054809570312
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9830513897858256
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.24
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.46
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.5
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.58
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.24
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.29333333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.252
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.21400000000000002
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.00781726182205936
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.039232523010377704
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.06598978333552999
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.08530284648826633
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.23949057652351813
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.3643571428571429
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.0903057527304283
name: Dot Map@100
verified: no, type: query_active_dims
value: 156.66000366210938
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9948673087064377
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 505.35760498046875
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9834428410661009
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: 0.22
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.66
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.76
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.22
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.18
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.21
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.49
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.63
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.73
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4687690734978834
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.3937460317460317
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.39105328798069705
name: Dot Map@100
verified: no, type: query_active_dims
value: 123.33999633789062
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9959589805275575
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 371.6484680175781
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9878235873134926
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.36
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6
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: 0.36
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.20666666666666664
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.35
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.58
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.65
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.72
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.544210628480855
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4959365079365079
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.49453898976712246
name: Dot Map@100
verified: no, type: query_active_dims
value: 103.9000015258789
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9965958979907648
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 356.2113342285156
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9883293580293391
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: 0.2733333333333334
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6000000000000001
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7066666666666667
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.2733333333333334
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2111111111111111
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.17066666666666666
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.12466666666666666
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.16680328745430326
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.33903258812424814
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4168654829220137
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.5138903338139175
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4032398317740212
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4110793650793651
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3020952329734635
name: Dot Map@100
verified: no, type: query_active_dims
value: 141.79332987467447
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.995354389297075
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 381.7902843249054
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9874913084226162
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.407032967032967
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6120565149136579
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6813500784929356
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7599058084772369
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.407032967032967
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.27516483516483514
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.2152339089481947
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.15498273155416015
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.2321487370669766
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.38956098353180224
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4491992568319475
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.5287356542054744
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.47211549606581404
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5232897261468691
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3983099175669993
name: Dot Map@100
verified: no, type: query_active_dims
value: 180.88135636128337
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9940737384063533
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 360.7380946225432
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9881810466344753
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoClimateFEVER
type: NanoClimateFEVER
metrics: type: dot_accuracy@1
value: 0.24
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.44
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.52
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.62
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.24
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.15333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.11199999999999999
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07400000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.115
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.20566666666666664
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.254
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.303
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.25094049425975773
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.3527698412698412
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.1922739754314787
name: Dot Map@100
verified: no, type: query_active_dims
value: 240.47999572753906
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.992121093122091
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 398.276123046875
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9869511787220079
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoDBPedia
type: NanoDBPedia
metrics: type: dot_accuracy@1
value: 0.6
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.78
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.84
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.9
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.6
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.4866666666666666
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.44799999999999995
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.38800000000000007
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.07504886736842241
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.14295532639016004
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.17962338014181914
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.2627232266447939
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4899447932345138
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.7126666666666667
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3806659729692501
name: Dot Map@100
verified: no, type: query_active_dims
value: 159.22000122070312
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9947834348594226
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 347.9973449707031
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9885984750353612
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoFEVER
type: NanoFEVER
metrics: type: dot_accuracy@1
value: 0.54
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.78
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.9
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.9
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.54
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.26
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.18
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09399999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.5166666666666666
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.7266666666666667
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.8366666666666667
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.8566666666666667
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.7043014395888793
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6723333333333333
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.6525721659293088
name: Dot Map@100
verified: no, type: query_active_dims
value: 211.27999877929688
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verified: no, type: query_sparsity_ratio
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verified: no, type: dot_precision@10
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verified: no, task: type: sparse-information-retrieval
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verified: no, type: dot_precision@10
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verified: no
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Created: 2025-06-30 10:44:38