Model: ordersharelook/modernbert-embed-base-legal-matryoshka-2
Author: ordersharelook
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5822, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:nomic-ai/modernbert-embed-base, base_model:finetune:nomic-ai/modernbert-embed-base, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: nomic-ai/modernbert-embed-base
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5822, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: nomic-ai/modernbert-embed-base
widget: source_sentence: the images from the camera stored? Did Detective Liu receive a copy of the video or the 
original? If it was a copy, who made the copy, and when and how was it made? Was the 
video emailed to Detective Liu? Did he receive a thumb drive? Was Detective Liu given 
access to a cloud account where the video was stored? Was the video recorded in a format
sentences: What happened to the records after they were located?, What is Detective Liu potentially receiving?, Where is Senetas Corporation Limited listed?, source_sentence: Imposing waiver would chill alleged victims of sexual violence from coming forward, 
thereby undermining Illinois policy. For example, the Sexual Assault Incident Procedure Act 
(725 ILCS 203/15 (West 2020)) requires Illinois law enforcement agencies to develop and 
implement written policies for responding to sex crimes using evidence-based, trauma-
sentences: What is the agency's responsibility in FOIA cases where exemptions are invoked?, In what year is the version of the statute referenced?, What does subdivision (a) require from lawyers with managerial authority?, source_sentence: saying that “FACA shall apply.”  It contains only examples of Congress saying that “FACA shall 
not apply.”  Yet the NDAA does not use this language for the Commission.  This reinforces the 
conclusion that Congress made the Commission an “advisory committee.”  See Russello, 464 
U.S. at 22–23. 
18 
EPIC also points out that Congress passed on a second chance to exempt the Commission
sentences: What issue does the Defendant take with Plaintiffs' assertion?, What phrase is used in examples of Congress indicating FACA is not applicable?, ¿Bajo qué ley la parte apelante alega tener el derecho de desplegar el material?, source_sentence: 508 F.3d at 1114.  Based on the vague and conclusory assertions in the CIA’s declaration, the 
Court would be required to speculate in order to conclude that the agency’s search efforts “us[ed] 
methods which can be reasonably expected to produce the information requested.”  Oglesby, 920 
F.2d at 68.  The Court will therefore deny summary judgment to the CIA on Count Eighteen in
sentences: What aspect of the CIA's declaration is criticized in the court's statement?, What does the text claim about DR's management related to an ICO?, What does the study of FAR provisions cited in the Solicitations reveal about the Defendant’s assertion?, source_sentence: itself be a ground for reversal—i.e., for his winning a reversal on appeal. In light of this 
anomaly, we cannot find that a lack of stated reasons constitutes an abuse of discretion here. 
¶ 36 
 
Where no transcript or bystander’s report of the proceedings was provided to us, and where 
no reasons were stated in the order itself, we presume that the trial court acted appropriately
sentences: What type of costs does the payment structure include predominantly?, What is presumed about the trial court due to the absence of a transcript or bystander’s report?, How many total points can be earned for Primary Relevant Experience Projects?
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: ModernBERT Embed base Legal Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.5239567233384853
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5687789799072643
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6630602782071098
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.732612055641422
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5239567233384853
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.4997424008243173
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.3823802163833076
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.22426584234930447
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1840546110252447
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4921432251416796
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6148892323544565
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7152241112828439
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6248205455499617
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5699700694291109
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6114243702932707
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0.5162287480680062
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5517774343122102
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6383307573415765
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7094281298299846
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5162287480680062
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.48737764039155074
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.3678516228748068
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.21885625965996905
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.18173621844410096
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4811952601751674
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5922205048943844
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6983513652756311
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6106736615992457
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5573851230342727
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5986940714915218
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.482225656877898
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5316846986089645
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.616692426584235
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6939721792890263
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.482225656877898
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.461617722823287
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.3564142194744977
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.21298299845440496
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1697578567748583
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4545337454920145
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5718701700154559
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6792890262751159
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5854617187802885
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5285070287775079
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5711717814125434
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0.4420401854714065
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.47295208655332305
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5610510046367851
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.642967542503864
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4420401854714065
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.4188562596599691
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.3224111282843895
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.19829984544049462
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.15481710458526532
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4122874806800618
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5179031427099433
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6315043791859866
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5389922467627218
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.48354002600525
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5242511956557052
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0.35394126738794435
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.3848531684698609
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.446676970633694
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5239567233384853
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.35394126738794435
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3400309119010819
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.26120556414219476
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.16166924265842347
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.12274600721277691
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.3323029366306028
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.41280267903142714
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.509273570324575
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4342371332960823
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.38933846078359197
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.42927709132692043
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 20
Created: 2025-07-22 01:21:26