Model: calvin2258000/test2
Author: calvin2258000
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3692, 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:3692, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: nomic-ai/modernbert-embed-base
widget: source_sentence: | :-- | :--: | :--: || After the coming into force date | 1.00 | 1.00 || 6 April 2014 - coming into force date | 1.30 | 1.30 || 1 Oct 2010 - 5 April 2014 | 1.40 | 1.40 || 6 April 2006 - 30 Sept 2010 | 1.67 | 1.67 || Pre 6 April 2006 | 1.67 | 1.67 |
sentences: What are the applicable building regulation change factors for different time periods starting from pre-6 April 2006 to the current date?, When are protected lobbies or corridors required for staircases in buildings with multiple storeys above ground level?, What are the standards for repairing, reconstructing, and altering existing drains and sewers?, source_sentence: The door has a minimum clear opening width of 850 mm , when measured in accordance with Diagram 3.2.g.Where there are double doors, the main (or leading) leaf provides the required minimum clear opening width.A minimum 200 mm nib is provided to the following edge of the door and the extra width created by the nib is maintained for a minimum of 1500 mm beyond it.[IMAGE]h.The door is located reasonably centrally within the thickness of the wall while ensuring that the depth of the reveal on the leading face of the door (usually the inside) is a maximum of 200 mm .i.The threshold is an accessible threshold.j.Where there is a lobby or porch, the doors are a minimum of 1500 mm apart and there is a minimum of 1500 mm between door swings.k.Door entry controls, where provided, are mounted 900-1000mm above finished ground level a minimum of 300 mm away from any external return corner.l.A fused spur, suitable for the fitting of a powered door opener, is provided on the hinge side of the door.# Other external doors3.23 All other external doors - including doors to and from a private garden, balcony, terrace, garage, carport, conservatory or storage area that is integral with, or connected, the dwelling comply with provisions $f$. to $k$. of paragraph 3.22 and should have a minimum 300 m nib to the leading edge of the door with the extra width created by this nib extending for a minimum 1800 mm beyond it.## Circulation areas, internal doorways and storage## Hall and door widths3.24 To facilitate wheelchair movement into and between rooms, internal halls and doors should comply with all of the following (see Diagram 3.4).
sentences: What are the minimum clear opening width and placement requirements for doors according to the UK building regulations?, What are the material class and limits for rooms and circulation spaces in buildings, excluding protected stairways?, What is the purpose of the Building and Engineering Services Association's DW/144 Specification for Sheet Metal Ductwork as referenced in the UK building regulations?, source_sentence: a.Every individual dwelling complies with all of the following conditions.i.The dwelling primary energy rate must not exceed the individual dwelling's target primary energy rate.ii.The dwelling emission rate must not exceed the individual dwelling's target emission rate.iii.The dwelling fabric energy efficiency rate must not exceed the individual dwelling's target fabric energy efficiency rate.ORb.All of the following are met.i.
sentences: What are the requirements for a parking space in a dwelling to accommodate a wheelchair user?, What are the fire separation requirements for a garage attached to a dwellinghouse?, What criteria must a dwelling meet to comply with target energy and emission rates in UK building regulations?, source_sentence: ISBN 071760 4136.The Workplace (Health, Safety and Welfare) Regulations 1992 apply to the common parts of flats and similar buildings if people such as cleaners and caretakers are employed to work in these common parts.Where the requirements of the Building Regulations that are covered by this Part do not apply to dwellings, the provisions may still be required in the situations described above in order to satisfy the Workplace Regulations.# USE OF GUIDANCE# The RequirementsThis Approved Document, which took effect on 1 July 2003, deals with the Requirements of Part E of Schedule 1 to the Building Regulations 2010.## Requirement## Protection against sound from other parts of the building and adjoining buildings
sentences: What are the fire resistance requirements for constructions separating firefighting shafts from the rest of the building or from their own components within the shaft?, What is required to provide sprinkler protection to open-plan areas in a building?, What are the sound protection requirements for the common parts of flats and similar buildings employed with workers such as cleaners and caretakers?, source_sentence: Appendix A:Key terms ..... 11Appendix B:Standards referred to ..... 12# Approved Document P:Electrical safety Dwellings## Summary0.1 This approved document gives guidance on how to comply with Part P of the Building Regulations.It contains the following sections:Section 1:Technical requirements for electrical work in dwellingsSection 2:The types of building and electrical installation within the scope of Part P, and the types of electrical work that are notifiableSection 3:The different procedures that may be followed to show that electrical work complies with Part PAppendix A:Key terms
sentences: What conditions classify a district heat network as 'under construction' based on the building regulations defined on 15 June 2022?, What are the requirements for providing reasonable access for maintaining ventilation systems in buildings?, What guidance does Approved Document P provide for complying with Part P of the Building Regulations regarding electrical work in dwellings?
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: 0.656934306569343
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8442822384428224
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8905109489051095
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9367396593673966
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.656934306569343
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28142741281427414
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1781021897810219
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09367396593673966
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.656934306569343
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8442822384428224
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8905109489051095
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9367396593673966
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8031293036354475
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7597178774186073
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7623797955453413
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: 0.656934306569343
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8442822384428224
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8880778588807786
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9440389294403893
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.656934306569343
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.28142741281427414
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17761557177615572
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09440389294403892
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.656934306569343
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8442822384428224
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8880778588807786
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9440389294403893
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8037305107001143
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7585679527285365
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7605016315461136
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: 0.6472019464720195
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8369829683698297
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8880778588807786
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9440389294403893
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6472019464720195
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27899432278994324
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1776155717761557
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09440389294403892
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6472019464720195
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8369829683698297
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8880778588807786
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9440389294403893
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7994650257091209
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7527816398254354
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7549760733760151
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: 0.610705596107056
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8126520681265207
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.851581508515815
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9294403892944039
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.610705596107056
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27088402270884027
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.170316301703163
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09294403892944038
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.610705596107056
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8126520681265207
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.851581508515815
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9294403892944039
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7725417704200617
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7222550496273127
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7253503796965786
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: 0.5450121654501217
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7493917274939172
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7931873479318735
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8637469586374696
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5450121654501217
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2497972424979724
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15863746958637467
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08637469586374696
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5450121654501217
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7493917274939172
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7931873479318735
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8637469586374696
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7081090686112841
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.657939404472251
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.663604050590536
name: Cosine Map@100
verified: no
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Created: 2025-03-24 19:55:20