Model: cferreiragonz/bge-base-fastdds-questions-30-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: 
UDPv6TransportDescriptor
------------------------
sentences: What is the primary purpose of the "Status" objects in the context of entities?, What is the main concept that this piece of code demonstrates, and how do the provided topology and QoS policy settings relate to it?, What is the primary characteristic of UDP transport in terms of connection establishment?, source_sentence: With a fragment size of 64 kB, the Publisher has to send about 1100
fragments to send the whole file. A possible configuration for this
scenario could be:
sentences: What is the likely reason why the Publisher needs to use "RELIABLE_ RELIABILITY_QOS" in this scenario?, What is the effect of defining a custom Metatraffic Unicast Locators on the behavior of a DomainParticipant?, What is the primary function of the transport layer in DDS, as described in the provided context?, source_sentence: +------------------------------------+---------------------------------------------------+------------+
| QosPolicy class                    | Accessor/Mutator                                  | Mutable    |
|====================================|===================================================|============|
| RTPSEndpointQos                    | "endpoint()"                                      | No         |
+------------------------------------+---------------------------------------------------+------------+
sentences: What is the effect of setting "ON" as the DataSharingKind in the context of data-sharing delivery?, What is the purpose of the RTPSEndpointQos class in the context of DataWriter QoS policies?, What is the primary purpose of the RTPSEndpointQos policy in a DDS (Data Distribution Service) system?, source_sentence: Note:  When "non_blocking_send" is set to "true", send operations will
  return immediately if the send buffer might get full, but no error
  will be returned to the upper layer. This means that the application
  will behave as if the packet is sent and lost.When set to "false",
  send operations will block until the network buffer has space for
  the packet.
sentences: What happens when "non_blocking_send" is set to "true" in TCP transport?, What is the purpose of the "<default_external_unicast_locators>" element in the RTPS configuration?, What is the purpose of the "<enabled>" value in the DisablePositiveAcks QoS policy?, source_sentence: After calling the "DataReader::read()" or "DataReader::take()"
operations, accessing the data on the returned sequences is quite
easy. The sequences API provides a **length()** operation returning
the number of elements in the collections. The application code just
needs to check this value and use the **[]** operator to access the
corresponding elements. Elements on the DDS data sequence should only
be accessed when the corresponding element on the SampleInfo sequence
indicate that valid data is present. When using Data Sharing, it is
also important to check that the sample is valid (i.e, not replaced,
refer to DataReader and DataWriter history coupling for further
information in this regard).
sentences: What is the primary method described in the text for accessing data on returned sequences after calling "DataReader::read()" or "DataReader::take()" operations?, What is the primary advantage of using Shared Memory Transport (SHM) compared to other network transports like UDP/TCP?, What are the steps to install Fast DDS library, Python bindings, and Gen generation tool from sources in a Linux environment?
pipeline_tag: sentence-similarity
model-index: name: Fine tuning poc1-30e
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.34265734265734266
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5291375291375291
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5757575757575758
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6643356643356644
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.34265734265734266
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.17637917637917636
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11515151515151513
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06643356643356643
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.34265734265734266
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5291375291375291
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5757575757575758
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6643356643356644
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4999219586168879
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.44783734783734785
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.45732757969458965
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: 0.3333333333333333
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5314685314685315
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5804195804195804
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.655011655011655
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3333333333333333
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.17715617715617715
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11608391608391608
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0655011655011655
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3333333333333333
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5314685314685315
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5804195804195804
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.655011655011655
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4931410715247713
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.44150664150664165
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4520914166409126
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: 0.331002331002331
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5384615384615384
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5734265734265734
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.662004662004662
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.331002331002331
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1794871794871795
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11468531468531468
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0662004662004662
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.331002331002331
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5384615384615384
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5734265734265734
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.662004662004662
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4946456648216315
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4414687164687165
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4517532849343265
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: 0.32867132867132864
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5291375291375291
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.578088578088578
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6643356643356644
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.32867132867132864
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.17637917637917636
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11561771561771561
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06643356643356643
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.32867132867132864
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5291375291375291
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.578088578088578
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6643356643356644
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.491729303526411
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4370564620564619
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4465064100234966
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: 0.317016317016317
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5058275058275058
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5734265734265734
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.655011655011655
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.317016317016317
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1686091686091686
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11468531468531468
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06550116550116548
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.317016317016317
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5058275058275058
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5734265734265734
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.655011655011655
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4805357725353263
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.42515355015355016
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.43416870212536746
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 126
Created: 2024-06-24 09:10:41