Model: tomaarsen/splade-cocondenser-msmarco-margin-mse-minilm-small
Author: tomaarsen
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sparse-encoder, sparse, splade, generated_from_trainer, dataset_size:90000, loss:SpladeLoss, loss:SparseMarginMSELoss, loss:FlopsLoss, feature-extraction, en, dataset:sentence-transformers/msmarco, arxiv:1908.10084, arxiv:2205.04733, arxiv:2010.02666, arxiv:2004.05665, base_model:Luyu/co-condenser-marco, base_model:finetune:Luyu/co-condenser-marco, license:apache-2.0, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: Luyu/co-condenser-marco
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sparse-encoder, sparse, splade, generated_from_trainer, dataset_size:90000, loss:SpladeLoss, loss:SparseMarginMSELoss, loss:FlopsLoss
base_model: Luyu/co-condenser-marco
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datasets: sentence-transformers/msmarco
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: 84.06930727910806
energy_consumed: 0.21628215774322765
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: 0.609
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: CoCondenser trained on MS MARCO
results: task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: dot_accuracy@1
value: 0.48
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.62
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.76
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.9
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.48
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.20666666666666667
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.15200000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08999999999999998
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.48
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.62
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.76
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.9
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6684763452349373
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5974444444444444
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.6011320299771912
name: Dot Map@100
verified: no, type: query_active_dims
value: 57.08000183105469
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9981298734738532
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 187.31886291503906
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9938628247521448
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: 0.58
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.64
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.68
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.4
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3733333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.32799999999999996
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.27399999999999997
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.041810186403109253
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.09615070860440549
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.11743329753944677
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.14239045751324736
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.341123829860237
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5051666666666667
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.15319082806058607
name: Dot Map@100
verified: no, type: query_active_dims
value: 50.459999084472656
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9983467662969506
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 331.6617126464844
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9891336834857977
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: 0.5
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.74
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.76
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.82
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.5
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2533333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.156
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08999999999999998
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.46
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.69
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.7
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.79
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6443552260079133
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6170238095238095
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5954754748237253
name: Dot Map@100
verified: no, type: query_active_dims
value: 54.099998474121094
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9982275080769897
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 211.63475036621094
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9930661571860884
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: 0.45999999999999996
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6466666666666666
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.7200000000000001
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7999999999999999
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.45999999999999996
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.27777777777777773
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.212
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.1513333333333333
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.32727006213436977
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.4687169028681351
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.5258110991798156
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.6107968191710825
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5513184670343625
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5732116402116402
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4499327776205009
name: Dot Map@100
verified: no, type: query_active_dims
value: 53.87999979654948
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9982347159492645
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 229.42422156545794
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9924833162451524
name: Corpus Sparsity Ratio
verified: no
Likes: 0 | All-time downloads: 30
Created: 2025-06-18 17:23:00