Model: cferreiragonz/bge-base-fastdds-questions
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: The environment variable accepts several types of units to specify the
values of the parameters. Also, both lowercase and uppercase letters
are valid. The following list shows the available units and their
corresponding symbols:
sentences: What is the primary purpose of using eProsima DDS Record and Replay in ROS 2, as described in the provided text?, What is the purpose of installing SWIG when setting up Fast DDS Python bindings?, What is the primary purpose of setting the "FASTDDS_ BUILTIN_TRANSPORTS" environment variable in Fast DDS?, source_sentence: +-----------------------+-----------------------------+-----------------------------+-----------------------------+
| **StatusKind Value**  | **StatusKind Name**         | **Data field Name**         | **IDL Data field Type**     |
+-----------------------+-----------------------------+-----------------------------+-----------------------------+
| 7                     | "SampleLostInfo"            | sample_lost_status          | SampleLostStatus            |
+-----------------------+-----------------------------+-----------------------------+-----------------------------+
sentences: What is the purpose of the "SampleLostInfo" value in the Monitor Service Status Topic?, What is the primary method for installing the Fast DDS library and its dependencies on a Mac OS environment from sources?, What is a way for an application to request the creation of a DataReader with unique listening locators on Fast DDS?, source_sentence:    1. Create a DataReader for the previous type. Make sure that the
      DataReader does not have DataSharing disabled.
sentences: What is the purpose of the "SampleInfo" object returned when a sample is retrieved from the DataReader, in addition to the sample data?, What is the necessary condition to create a DataReader in Zero-Copy, as described in the provided steps?, What is the primary function of the "TransportConfigQos" QoS Policy, as described in the provided context?, source_sentence: Note:  Currently the "generation_rank" is not implemented, and its value is
  always set to "0". It will be implemented on a future release of
  *Fast DDS*.
sentences: What is the current state of the "generation_rank" feature in Fast DDS?, What is the purpose of the "disable_positive_ACKs" data member in the RTPSReliableReaderQos policy?, What is required to be implemented by a Custom Filter's factory, according to the provided interface?, source_sentence:   For further information about Fast DDS build system dependencies
  regarding QNX 7.1, please refer to the Fast DDS Build system
  dependencies section.
sentences: What is required for installing eProsima Fast DDS on a QNX 7.1 target from sources?, What is the primary function of the "ordered_access" data member in the PresentationQosPolicy?, What is the primary purpose of the SubscriberListener class in terms of handling state changes on a Subscriber?
pipeline_tag: sentence-similarity
model-index: name: Fine tuning poc1
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.30536130536130535
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4988344988344988
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5547785547785548
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.627039627039627
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.30536130536130535
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.16627816627816627
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11095571095571094
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0627039627039627
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.30536130536130535
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4988344988344988
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5547785547785548
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.627039627039627
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.46678781045558054
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.41558996558996547
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4221848409021621
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: 0.29836829836829837
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.48484848484848486
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5431235431235432
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.627039627039627
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.29836829836829837
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1616161616161616
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1086247086247086
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0627039627039627
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.29836829836829837
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.48484848484848486
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5431235431235432
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.627039627039627
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4610322834562284
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.40834535834535834
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4148840457241853
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: 0.3006993006993007
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4801864801864802
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5221445221445221
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6060606060606061
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3006993006993007
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.16006216006216004
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.10442890442890443
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0606060606060606
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3006993006993007
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4801864801864802
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5221445221445221
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6060606060606061
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.45215211249211645
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4032643282643281
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.41142292258910923
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: 0.289044289044289
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.46153846153846156
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5174825174825175
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5944055944055944
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.289044289044289
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15384615384615385
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1034965034965035
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05944055944055943
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.289044289044289
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.46153846153846156
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5174825174825175
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5944055944055944
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4392655353082458
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.389960964960965
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.39812034059584056
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: 0.2564102564102564
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4149184149184149
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.47785547785547783
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5547785547785548
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.2564102564102564
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1383061383061383
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.09557109557109555
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05547785547785547
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.2564102564102564
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4149184149184149
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.47785547785547783
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5547785547785548
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4019295040984946
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3534585784585784
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3621954461291384
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 28
Created: 2024-06-21 12:07:34