Model: SQAI/bge-embedding-model2
Author: SQAI
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1865, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: base_model: SQAI/bge-embedding-model
language: en
library_name: sentence-transformers
license: apache-2.0
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1865, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: threshold.highLuxThreshold
sentences: "Can you provide the timestamp of the last update to the threshold settings, and detail any faults in the lux module related to light level sensing and control for the streetlight on this specific street name? I also want to know the longitude of the streetlight. And also, can you tell me what type of dimming schedule is applied to the streetlight, the type of port used for its dimming controls, and the total energy it has consumed, recorded in kilowatt-hours. Lastly, could you also provide the timestamp of the recorded streetlighting error, and confirm the status of the relay responsible for turning this streetlight on and off, as I am suspecting it might be sticking?", "Can you provide me with the unique streetlight identifier, upper lux level for managing light intensity, a brief description, and the delta or height of the grid area occupied by a group of streetlights? Also, can you note the AC voltage supply for these streetlights, any issues with communication related to their lux sensors, and the count of how many times each streetlight has been switched on? Please ensure that the data is constrained to just those that can be determined with the unique streetlight identifier I provided.", "What was the last recorded data or action timestamp of the streetlight located at the specific longitude, and in which time zone is it situated? Could you also provide information on its default dimming level and the maximum power usage threshold above which indicates potential faults? Are there any identified faults in the lux module impacting light level sensing and control? Additionally, what are the minimum longitude and delta or height for the grid area occupied by this group of streetlights and could you specify the network time received from the central control for synchronization purposes?", source_sentence: asset.geoZone
sentences: "Could you check the status of the streetlight with the unique identifier, located on the named street, specifically looking at any records of complete loss of power which could indicate supply issues or damage? Also, could you provide details on the instances where the voltage under load is lower than expected, as well as instances of lower than expected power consumption, which could signal potential electrical or hardware issues? I'm also interested in understanding if there are any faults in our link control mechanism managing multiple streetlights. Additionally, could you tell me the current drawn by this specific streetlight when it was lower than expected and the current dimming level of the streetlight in operation? Lastly, could you specify the maximum safe voltage under load conditions for this light and verify whether its broadcast subscription used for receiving control signals is doing fine?", "Can you provide me with the details regarding a specific streetlight on Main Street, particularly the minimum current level below which it's considered abnormal, its power factor indicating efficient power usage, total operational hours logged, any incidences where power consumption was higher than expected possibly due to potential faults, its geoZone, X-coordinate in the grid layout, minimum operational voltage under load conditions, minimum load current that indicates suboptimal performance, and the timestamp of the last update made to the threshold settings?", "What is the width and height of the grid area occupied by the group of streetlights, type of port used for dimming controls, power consumption levels, and what is the safety of the current exceeded on the streetlight? Besides, could you explain the high power factor indicating potential overloads or capacitive imbalances?", source_sentence: errors.deviceId
sentences: "Can you show me a report of all the streetlights with a unique identifier, which have an internal temperature indicating abnormal operating conditions such as voltage supplied being below the safe level, and operating temperature below expected limit possibly due to environmental conditions? Can this report also include instances of faults in link control mechanism managing multiple streetlights and cases of open circuit in the relay preventing normal operation?", "Could you provide information about the streetlight on 'specific street name', specifically concerning its current drawn which appears to be lower than expected, potential issues in the link control mechanism that manages multiple streetlights, whether its operating temperature exceeds safe limits thus risking damage, and if its power output is lower than expected? Also, could you let me know at what interval this streetlight sends data reports and inform about any other issues detected, particularly when the current is below the expected range?", "What is the minimum power usage level below which it is considered abnormal for our 'Main Street Lamps' group of streetlights, which are described as a series of LED lamps installed along the main town stretch, and what could be the reasons if the power consumption is lower than expected, possibly due to hardware issues? Also, could you give me the description on what means when intermittent flashing of the streetlight occurs, indicating instability and tell me about the strength of the wireless signal received by the streetlight's communication module. Could you confirm what control mode switch identifier we should use for changing streetlight settings and the highest power factor that is considered optimal for streetlight efficiency? Additionally, we discovered issues with group management of streetlights via our central control system, and we would like to know the time taken for the streetlight to activate or light up from the command.", source_sentence: threshold.lowLoadVoltage
sentences: "Could you please show me the latest data recorded or action performed by the streetlight, specifically highlighting the control mode switch identifier used for changing its settings, the type of DALI dimming protocol it uses, and the type of port used for its dimming controls? Furthermore, has there been any intermittent flashing indicating instability? Also, could you provide data on its minimum operational voltage under load conditions, and let me know if its power consumption is lower than expected due to potential hardware issues?"
, "Can the operator managing the streetlight provide the timestamp of the latest data recorded or action performed by the streetlight, details on the minimum operational voltage under load conditions, the current issues with the driver that powers and controls the streetlight, why the power output is lower than expected for the streetlight, and what is the maximum latitude of the geographic area covered by this group of streetlights?", "Can you provide a report that shows all the streetlights in a grid layout with Y-coordinate information, indicating whether their control mode setting is on automated or manual, their minimum current level, and instances of communication issues between the streetlight's driver and the control system, as well as instances when the operating temperature fell below expected limits, possibly due to environmental conditions?", source_sentence: errors.controllerFault.lowLoadCurrent
sentences: "Can you provide me with the current status of the streetlight on 'street name', specifically in relation to its voltage under load, whether it's lower than expected and how that might be indicating potential electrical issues? Could you also give me insight into the current drawn by the streetlight, whether or not the relay is currently on or off, and if there are any faults in the lux module that may affect light level sensing and control? Moreover, could you tell me the type of dimming schedule applied, the ambient light level detected in lux, the total energy consumed so far recorded in kilowatt-hours, and the lower voltage threshold for this streetlight's efficient operation?", "Can you provide a detailed report for the streetlight on [Name of the street for the streetlight in error]? The report should include the timestamp of the last recorded error, synchronization time received from the central control, the dimming schedule type we're currently using, and both minimum operational and maximum safe voltage under load conditions. Also, indicate the time of the last action was recorded and if there are any reported faults in the metering components affecting data reporting. Can you also specify the port type used for dimming controls and whether the power consumption has been unusually low due to potential hardware issues?", "Can you show me the current status of the relay in the streetlights located at the X-coordinate grid, highlighting any faults in the lux module that might be affecting light level sensing and control? Also, could you provide information on the current dimming level of these streetlights in operation, the type of dimming schedule applied, and whether the voltage is within the upper limit considered safe and efficient for their operation?"
model-index: name: BGE base Financial Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.014423076923076924
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0014423076923076926
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.014423076923076924
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.004284253930989665
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.001549145299145299
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.005857063109582476
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
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.014423076923076924
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0014423076923076926
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.014423076923076924
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.004284253930989665
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.001549145299145299
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.005857063109582476
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
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.014423076923076924
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0014423076923076926
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.014423076923076924
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.0043536523979211435
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.0016159188034188035
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.005708010488423065
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
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.009615384615384616
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0009615384615384616
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.009615384615384616
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.0030498236971024735
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.001221001221001221
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.005185692544152747
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
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.019230769230769232
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0019230769230769232
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.019230769230769232
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.005956216500485246
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.0023027319902319903
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.0051874402718147935
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 249
Created: 2024-07-02 00:22:32