Model: bhlim/bge-base-patentmatch
Author: bhlim
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10136, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, dataset:bhlim/patentmatch_for_finetuning, 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: base_model: BAAI/bge-base-en-v1.5
datasets: bhlim/patentmatch_for_finetuning
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:10136, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: The UE sends the uplink signal including the identifier of the uplink serving node to the downlink serving node and in this case the downlink serving node learns the mapping relationship among the UE the uplink serving node and the downlink serving node.The UE sends the uplink signal including the identifier of the downlink serving node to the uplink serving node an in thiscase the uplink serving node learns the mapping relationship among the UE the uplink serving node and the downlink serving node.
sentences: A terminal for use in a wireless communication network comprising a plurality of base stations the terminal arranged to communicate with the network via at least two cells of a plurality of cells and to transmit a request for uplink resources wherein the terminal is arranged to select at least one cell from among said plurality of said cells for transmission of said request a resource for transmission of said request from among a plurality of resources provided by a cell and a characteristic of a signal used to transmit said request and to perform the selection in dependence on at least one of the reason for said request the characteristics of an uplink channel for transmission of said request and the preference of the network., The electronic device of any of claims 15 wherein the processor is further configured to check whether the specific audio data is stored at the memory in response to a play request on the specific audio data., The system of claim 1 or claim 2 comprising a plurality of said radiation emitting devices., source_sentence: Further in the example of Fig.35 the sound adjusting circuit 210 controls the sound outputs of the first to fourth speakers 161 to 164 based on the sound data from the first to fifth detection sensors 420 to 428 so that the first sound corresponding to the second display image is localized in the first area 810 where the occupant of the driver seat 13 and the occupant of the rear seat 18 equipped with the headrest 25 are located.Likewise the sound adjusting circuit 210 controls the sound outputs of the first to fourth speakers 161 to 164 based on the sound data from the first to fifth detection sensors 420 to 428 so that the second sound corresponding to the first display image is localized in the second area 820 where the occupant of the assistant drivers seat 12 and the occupants of the rear seats 18 equipped with the headrests 26 and 27 respectively are located.Accordingly the occupant of the rear seat 18 equipped with the headrest 26 who is located in the crosstalk area 603 in Fig.33 can now hear the second sound clearly.
sentences: A gas turbine engine comprising a bladed rotor assembly 100200300400 according to any one of Claims 1 to 9., The method of claim 1 further comprising sensing a distance between the display and a user wherein applying the sound setting comprises applying the sound setting based on the sensed distance between the display and the user and the obtained curvature of the panel of the display., A developer carrying member that is capable of carrying a developer on a surface thereof and that supplies the developer carried on the surface to a surface of an image bearing member when a voltage is applied thereto comprising an elastic layer and a surface layer that covers the elastic layer contains alumina and has a higher volume resistivity than the elastic layer., source_sentence: In the example of fig.1 a user 107 who arrives in the underground area 109 and who has not yet subscribed to the electronic ticket service may subscribe to the service by connecting his Bluetooth device 107a to a Bluetooth access point 104 of the service provider via a Bluetooth service device 104a.At the access point 104 the customer 104 may perform a payment transaction select a desired subscription and receive a link key.With the link key the users Bluetooth device 107a may subsequently establish secure Bluetooth connections with the Bluetooth transceivers 101 and 102af.
sentences: A wireless communications device 102 for setting up a local service session in a shortrange wireless communication network comprising means for sending 222 a request for preconfiguration information over a longrange network 104 to a remote destination 112 the preconfiguration information enabling establishment of the local service session with a proximate wireless communications device 110means for receiving 222 from the remote destination 112 the requested preconfiguration information wherein the requested preconfiguration information includes one or more security keys for performing an authentication process with the proximate wireless communications device 110 over shortrange wireless communication means for performing 220 an authentication process for establishing the local service session with the proximate wireless communications device 110 over the shortrange wireless communication using the received one or more security keys and means for establishing 220 the local service session with the proximate wireless communications device 112 over the shortrange wireless communications after the authentication process., The mobile terminal any one of claims 2 to 4 wherein the controller 180 is further configured to differently process a color of the image corresponding to the trajectory of the second touch based on a position of the first touch., A detergent box assembly for a washing machine comprising a detergent box a distributor box having a front plate a rear plate and a receiving chamber provided therebetween said receiving chamber configured to store a laundry treat agent the distributor box being movably disposed within the detergent box and adapted to move between an open position and a closed position a keypress being provided in the front plate and a driving subassembly disposed in at least one of the detergent box and the distributor box and configured to drive the distributor box to move from the closed position to the open position when the keypress is pressed., source_sentence: The step of determining may comprisemeasuring a distance between each surrogate server and each subnetwork according to the subnetwork of the user selecting a surrogate server with the smallest distance.
sentences: The computer system of Claim 13 comprising a memory storing instructions which when implemented on the one or more processors configure the computer system to carry out the method of any one of Claims 1 to 10, A cooking oven 1 comprising a housing 2 a cooking cavity 3 formed in the housing 2 and closable by a door 5 heating means 6 6 placed in thermal exchange relationship with the cooking cavity 3 ventilating means placed in the housing 2 and having one or more electrical fans 7 8 7 8 adapted to ventilate on one or more thermally sensitive areas of the oven 1 a control system 10 connected to the heating means 6 6 and to the ventilating means and having a temperature detector 12 associated with the cooking cavity 3 wherein the control system is configured to activate and deactivate the heating means 6 6 depending on a temperature detected by the temperature detector 12 characterized in that the control system 10 activates and deactivates at least one of said one or more fans 7 8 7 8 automatically together with the respective activation and deactivation of the heating means 6 6., The method of claim 12 wherein selecting the target control parameter further comprises for the respective selected control parameters comparing the initial turbine output with the predicted turbine output while operating the selected control parameter with the adjustment of the selected control parameter to determine an adjustment differential and selecting the target control parameter having the target adjustment by using the adjustment differential of the target control parameter., source_sentence: Referring to FIG.32 a a sink device 3200 is designed to display thumbnail images in the metadata of contents received from source devices connected via an integrated wire interface.As mentioned in the foregoing description if a remote controller 3250 capable of outputting a pointing signal is situated within a region of a specific thumbnail image 3260 side information e.g.Amanda 1st album singer.Song etc.is displayed together.
sentences: The method of any one of claims 8 to 12 wherein the requesting for the broadcast channel information comprises transmitting to the server image data obtained by capturing the content being reproduced by the display apparatus or audio data obtained by recording the content for a certain time., The electrode assembly of any one of the preceding claims wherein the first electrode comprises a substrate 113 wherein the first active material layer comprises active material layers 112 on both surfaces of the substrate and the ceramic layer comprises ceramic material layers 50 on both surfaces of the substrate., A method according to claim 1 wherein said topsheet assembly is a threeply laminate comprising an acquisition layer a nonwoven layer and a cuff assembly.
model-index: name: BGE base PatentMatch Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.042620363062352014
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.10142067876874507
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.14483030781373324
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.23204419889502761
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.042620363062352014
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.03380689292291502
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.02896606156274665
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.023204419889502764
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.042620363062352014
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.10142067876874507
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.14483030781373324
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.23204419889502761
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.12169609468606697
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.08838588842535165
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.10140867877546615
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: 0.04222573007103394
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.09352801894238358
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.14285714285714285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.22454617205998423
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.04222573007103394
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.031176006314127862
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.028571428571428574
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.02245461720599842
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.04222573007103394
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.09352801894238358
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.14285714285714285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.22454617205998423
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.11822400593872298
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.08611580912291245
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.09959411357742169
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: 0.04025256511444357
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.09155485398579322
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.13970007892659828
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.21981057616416733
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.04025256511444357
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.03051828466193107
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.02794001578531966
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.021981057616416732
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.04025256511444357
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.09155485398579322
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.13970007892659828
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.21981057616416733
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.11513294301691931
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.08350856917352567
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.09631638060202527
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: 0.037884767166535126
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.08602999210734018
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.13180741910023677
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.2079715864246251
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.037884767166535126
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.028676664035780054
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.02636148382004736
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.02079715864246251
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.037884767166535126
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.08602999210734018
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.13180741910023677
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.2079715864246251
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.10894233297304821
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.07907489883614581
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.09087791679720966
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: 0.032754538279400155
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.07419100236779795
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.11444356748224152
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.18468823993685873
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.032754538279400155
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.024730334122599312
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.022888713496448304
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.018468823993685875
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.032754538279400155
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.07419100236779795
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.11444356748224152
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.18468823993685873
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.0959638876946607
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.06921471166735564
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.08022788346205763
name: Cosine Map@100
verified: no
Likes: 3 | All-time downloads: 449
Created: 2024-08-21 07:04:15