Model: PhilLel/modernbert-embed-base-legal-matryoshka-2
Author: PhilLel
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: members and the partners may not assume that all lawyers 
associated with the firm will inevitably conform to the rules. 
Subdivision (c) expresses a general principle of personal 
responsibility for acts of another. See also rule 4-8.4(a). 
Subdivision (c)(2) defines the duty of a partner or other lawyer 
having comparable managerial authority in a law firm, as well as a
sentences: On what date did the CIA locate and release the document in part?, Can members and partners assume that all lawyers will conform to the rules?, Where is the statement about Senetas's belief regarding DR's technology located?, source_sentence: 9 Galbally Dep. Tr. 56:20-22; 58:2-10 (“FDA approval to me was one of the most 
important aspects as to why I invested, and the fact that it was likely to be approved at 
some stage during 2017”); 98:7-9. 
10 Galbally Dep. Tr. 20:11-24. 
Senetas Corporation, Ltd. v. DeepRadiology Corporation 
C.A. No.  2019-0170-PWG 
July 30, 2019 
 
4
sentences: What does the Agency offer to the potential requester?, On what date was the document titled 'Senetas Corporation, Ltd. v. DeepRadiology Corporation C.A. No. 2019-0170-PWG' created?, ¿Qué no logró establecer la parte apelada?, source_sentence: relacionados los tres señalamientos de error, los discutiremos de 
forma conjunta. 
 
 
 
KLAN202300916 
 
18
Es la contención de la parte apelante que, al ser titular del 
material audiovisual en controversia, ostenta todo el derecho de 
desplegarlo en la Internet y en cualquier otro medio bajo la Ley de 
Derecho de Autor federal (Copyright Act).  Arguye que, el reclamo de
sentences: Which exhibit did the image displayed by the prosecutor come from?, ¿Qué parte sostiene tener el derecho de desplegar el material audiovisual?, Where in the Defendant's Reply can information about the 'hourly rate build up' be found?, source_sentence: jurisdiction under subsection (b) in his reply brief. Generally, “[p]oints not argued” in an appellant’s 
initial brief “are forfeited and shall not be raised in the reply brief.” Ill. S. Ct. R. 341(h)(7) (eff. Oct. 1, 
2020). 
 
9The statement of jurisdiction in defendant’s brief stated that the notice was filed on May 17, 2022, 
but this appears to be a typo. 
 
- 8 -
sentences: On what date did the statement of jurisdiction in defendant’s brief claim the notice was filed?, What do agencies use to make source selection decisions?, During which part of the proceeding is the plaintiffs' suggestion referenced?, source_sentence: No. 11-445, ECF No. 52-1; id. Ex. B at 1, No. 11-445, ECF No. 52-1.  On December 8, 2009, the 
plaintiff limited the scope of this request by notifying the CIA that it could “limit [its] search for 
requests submitted by Michael Ravnitzky to only requests submitted in 2006 and 2009” and that 
it could “limit [its] search to the last four years in which requests were received from [each]
sentences: How is the document listed in the Vaughn index?, Whose requests did the CIA specifically limit its search to?, What court case is referenced alongside the American Immigration Council?
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: 0.5703245749613601
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.624420401854714
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6924265842349304
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7743431221020093
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5703245749613601
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.5455950540958269
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.41452859350850085
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.24018547140649152
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.20556414219474498
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5334878928387429
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6562339000515199
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7582431736218445
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6719357607925999
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6179423959176661
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6566999443914384
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: 0.5564142194744977
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6197836166924265
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6970633693972179
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7573415765069552
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5564142194744977
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.5358062854198866
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.41051004636785166
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.23693972179289027
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.20066975785677482
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.526275115919629
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6527563111798043
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7465224111282844
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.661632178488043
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6061688869262281
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6465145932511888
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: 0.5409582689335394
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5765069551777434
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6537867078825348
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7279752704791345
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5409582689335394
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.508500772797527
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.3839258114374034
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.226275115919629
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.19410097887686759
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4988408037094281
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6115404430705821
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7134209170530655
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6311397137767786
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5805567822182967
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6192535685391065
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: 0.46986089644513135
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5146831530139103
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5857805255023184
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6646058732612056
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.46986089644513135
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.4487377640391551
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.34188562596599686
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.2054095826893354
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.16911385883565172
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4416537867078825
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5471406491499228
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6505667181865017
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5655614028820953
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5130118250288265
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5535347867731277
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: 0.3678516228748068
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.401854714064915
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.4775888717156105
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5564142194744977
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3678516228748068
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3498196805770222
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2751159196290572
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.171097372488408
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.13111798042246264
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.3422205048943843
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.43469860896445134
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5414734672849046
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4576624400779507
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.40745626947327096
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4494322513495018
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 32
Created: 2025-05-07 12:29:37