Model: NeuML/colbert-muvera-pico
Author: NeuML
Pipeline: sentence-similarity
Library: PyLate
Tags: PyLate, safetensors, bert_hash, ColBERT, sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:640000, loss:Distillation, custom_code, en, dataset:lightonai/ms-marco-en-bge-gemma, arxiv:2405.19504, arxiv:1908.10084, base_model:NeuML/bert-hash-pico, base_model:finetune:NeuML/bert-hash-pico, license:apache-2.0, model-index, region:us
Base models (finetune): id: NeuML/bert-hash-pico
Card metadata: language: en
tags: ColBERT, PyLate, sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:640000, loss:Distillation
base_model: NeuML/bert-hash-pico
datasets: lightonai/ms-marco-en-bge-gemma
pipeline_tag: sentence-similarity
library_name: PyLate
license: apache-2.0
metrics: MaxSim_accuracy@1, MaxSim_accuracy@3, MaxSim_accuracy@5, MaxSim_accuracy@10, MaxSim_precision@1, MaxSim_precision@3, MaxSim_precision@5, MaxSim_precision@10, MaxSim_recall@1, MaxSim_recall@3, MaxSim_recall@5, MaxSim_recall@10, MaxSim_ndcg@10, MaxSim_mrr@10, MaxSim_map@100
model-index: name: ColBERT MUVERA Pico
results: task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoClimateFEVER
type: NanoClimateFEVER
metrics: type: MaxSim_accuracy@1
value: 0.22
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.32
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.4
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.54
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.22
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.11333333333333333
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.09200000000000001
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.062
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.125
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.18
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.22
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.2723333333333333
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.22523375350232466
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.2918015873015873
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.17799142530014567
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoDBPedia
type: NanoDBPedia
metrics: type: MaxSim_accuracy@1
value: 0.68
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.82
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.86
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.9
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.68
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.5733333333333333
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.49999999999999994
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.47
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.054334623940057496
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.13885343313592602
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.19014904910202987
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.32073944983710506
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.5579484125370805
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.7584126984126983
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.42613646438564345
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoFEVER
type: NanoFEVER
metrics: type: MaxSim_accuracy@1
value: 0.68
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.78
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.88
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.92
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.68
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.27333333333333326
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.19199999999999995
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.1
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.6466666666666667
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.7633333333333333
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.87
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.91
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.7844876010568872
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.7531666666666667
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.7413336663336665
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoFiQA2018
type: NanoFiQA2018
metrics: type: MaxSim_accuracy@1
value: 0.3
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.48
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.54
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.66
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.3
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.2
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.156
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.098
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.13885714285714287
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.28949206349206347
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.34890476190476183
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.4669047619047619
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.35173862968285535
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.41173809523809524
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.27418803367117023
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoHotpotQA
type: NanoHotpotQA
metrics: type: MaxSim_accuracy@1
value: 0.84
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.92
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.96
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.96
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.84
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.44666666666666655
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.288
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.152
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.42
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.67
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.72
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.76
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.7396469666031694
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.8846666666666667
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.6745663269195332
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: MaxSim_accuracy@1
value: 0.4
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.56
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.64
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.72
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.4
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.18666666666666668
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.128
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.07200000000000001
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.4
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.56
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.64
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.72
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.5513379104118443
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.4978571428571428
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.5100075204701912
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoNFCorpus
type: NanoNFCorpus
metrics: type: MaxSim_accuracy@1
value: 0.42
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.5
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.58
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.62
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.42
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.36
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.316
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.256
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.040942245985757866
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.07446981664033472
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.08961908265974948
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.11750646414430962
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.31817112092123645
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.4845555555555556
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.12896096534086632
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoNQ
type: NanoNQ
metrics: type: MaxSim_accuracy@1
value: 0.34
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.62
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.66
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.72
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.34
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.20666666666666664
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.132
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.07400000000000001
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.32
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.58
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.62
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.68
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.5190287199365009
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.4836031746031745
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.4681591756850757
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoQuoraRetrieval
type: NanoQuoraRetrieval
metrics: type: MaxSim_accuracy@1
value: 0.82
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.9
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.9
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.92
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.82
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.32666666666666666
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.20799999999999996
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.11199999999999999
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.7440000000000001
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.8306666666666667
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.8540000000000001
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.8773333333333332
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.8467657844266899
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.8625
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.8312680912657447
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoSCIDOCS
type: NanoSCIDOCS
metrics: type: MaxSim_accuracy@1
value: 0.32
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.52
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.58
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.66
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.32
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.21333333333333332
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.18
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.12
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.066
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.13366666666666668
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.18566666666666662
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.24566666666666667
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.2462853863944484
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.4382222222222222
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.17492730667100076
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoArguAna
type: NanoArguAna
metrics: type: MaxSim_accuracy@1
value: 0.1
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.3
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.4
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.46
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.1
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.09999999999999998
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.08000000000000002
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.046000000000000006
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.1
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.3
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.4
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.46
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.275284156147708
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.21590476190476193
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.22481590517812997
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoSciFact
type: NanoSciFact
metrics: type: MaxSim_accuracy@1
value: 0.48
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.64
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.72
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.78
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.48
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.22666666666666668
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.15999999999999998
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.088
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.445
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.62
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.71
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.78
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.6190838299940942
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.5744444444444444
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.5693936722581301
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoTouche2020
type: NanoTouche2020
metrics: type: MaxSim_accuracy@1
value: 0.673469387755102
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.9183673469387755
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 1
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 1
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.673469387755102
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.6462585034013605
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.616326530612245
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.4938775510204082
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.04572557745748646
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.12524012746937077
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.19598845564624598
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.3058088560800141
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.5544751618654643
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.7962585034013605
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.37144809611649504
name: Maxsim Map@100
verified: no, task: type: nano-beir
name: Nano BEIR
dataset: name: NanoBEIR mean
type: NanoBEIR_mean
metrics: type: MaxSim_accuracy@1
value: 0.4825745682888539
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.6367974882260596
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.7015384615384617
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.7584615384615384
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.4825745682888539
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.2979173207744636
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.23448665620094195
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.16491365777080064
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.2728097120697778
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.4050555467234125
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.4649483089214964
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.5320225280999634
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.5068836487292541
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.573317809174952
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.4287074345842918
name: Maxsim Map@100
verified: no
Likes: 1 | All-time downloads: 293
Created: 2025-10-08 11:23:35