Model: cferreiragonz/bge-base-fastdds-questions-5b-epochs
Author: cferreiragonz
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3853, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: language: en
license: apache-2.0
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3853, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
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
widget: source_sentence: "BY_RECEPTION_TIMESTAMP_DESTINATIONORDER_QOS" <
"BY_SOURCE_TIMESTAMP_DESTINATIONORDER_QOS"
sentences: What is the primary concept that the Discovery Server mechanism uses from the RTPS protocol?, What is the default state of the Verbosity Level component in the logging module?, What is the consequence of having a DataWriter kind that is lower than the DataReader kind in terms of DestinationOrderQosPolicy?, source_sentence: +-----------------------------------------+-------------------------+--------------------------------------------------------+
| Data Member Name                        | Type                    | Default Value                                          |
|=========================================|=========================|========================================================|
| "kind"                                  | DurabilityQosPolicyKind | "VOLATILE_DURABILITY_QOS" for DataReaders              |
|                                         |                         | "TRANSIENT_LOCAL_DURABILITY_QOS" for DataWriters       |
+-----------------------------------------+-------------------------+--------------------------------------------------------+
sentences: What is the default value of the "kind" data member for a DataReader in the DurabilityQoSPolicy?, What is the main concept of the SQL-like filter syntax used in ContentFilteredTopic API?, What is the purpose of the "<shared_dir>" value in the QoS configuration?, source_sentence:       git clone https://github.com/eProsima/Fast-DDS.git && cd Fast-DDS
      WORKSPACE=$PWD
sentences: What is the primary function of the ThreadSettings parameter in the context of Fast DDS thread creation?, What is the primary requirement for installing eProsima Fast DDS library on QNX 7.1 from sources?, What's the purpose of the "max_handshake_requests" property in the context of authentication handshake settings?, source_sentence: This QoS Policy allows the configuration of the wire protocol. See
"WireProtocolConfigQos".
sentences: What is the primary purpose of the WireProtocolConfigQos policy in a DDS (Data Distribution Service) system?, What determines when a DataWriter sends consecutive liveliness messages, according to the LivelinessQosPolicy?, What is the purpose of the LivelinessQosPolicy in a DataReader's QoS settings?, source_sentence: * "AUTOMATIC_LIVELINESS_QOS": The service takes the responsibility for
  renewing the leases at the required rates, as long as the local
  process where the participant is running and the link connecting it
  to remote participants exists, the entities within the remote
  participant will be considered alive. This kind is suitable for
  applications that only need to detect whether a remote application
  is still running.
sentences: What is the primary mechanism used by the service to ensure that a particular entity on the network remains considered "alive" when using the LivelinessQosPolicy with the "AUTOMATIC_ LIVELINESS_ QOS" kind?, What is the purpose of creating a "DomainParticipant" in the context of monitoring application development?, What is the purpose of loading an XML profiles file before creating entities in Fast DDS?
pipeline_tag: sentence-similarity
model-index: name: Fine tuning poc1-5e
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.3333333333333333
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.49184149184149184
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5524475524475524
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6247086247086248
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3333333333333333
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.16394716394716394
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11048951048951047
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06247086247086246
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3333333333333333
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.49184149184149184
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5524475524475524
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6247086247086248
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4719611229721751
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4239057239057238
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.43117995796594344
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: 0.331002331002331
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.48717948717948717
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5454545454545454
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.62004662004662
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.331002331002331
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.16239316239316237
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.10909090909090909
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.062004662004662
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.331002331002331
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.48717948717948717
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5454545454545454
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.62004662004662
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.46621244210597373
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4178830428830428
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.42502313070898473
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: 0.31002331002331
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4731934731934732
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5431235431235432
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6083916083916084
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.31002331002331
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1577311577311577
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1086247086247086
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.060839160839160834
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.31002331002331
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4731934731934732
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5431235431235432
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6083916083916084
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4519785373832247
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4023217523217523
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4106739429542078
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: 0.30303030303030304
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.46386946386946387
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5268065268065268
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5967365967365967
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.30303030303030304
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15462315462315462
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.10536130536130535
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05967365967365966
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.30303030303030304
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.46386946386946387
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5268065268065268
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5967365967365967
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.44299689615589044
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.39438801938801926
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4031610579311292
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: 0.27972027972027974
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4289044289044289
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.49417249417249415
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5641025641025641
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.27972027972027974
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.14296814296814295
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.09883449883449884
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05641025641025641
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.27972027972027974
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4289044289044289
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.49417249417249415
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5641025641025641
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.41745494156327173
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.37105672105672094
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3800930218379113
name: Cosine Map@100
verified: no
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Created: 2024-06-24 11:38:39