Model: stephenhib/all-mpnet-base-v2-patabs-1epoc-batch32-100000
Author: stephenhib
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:807656, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: base_model: sentence-transformers/all-mpnet-base-v2
library_name: sentence-transformers
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:807656, loss:MultipleNegativesRankingLoss
widget: source_sentence: <p id="pa01" num="0001">An decoding method according to an embodiment includes a deriving step and an decoding step. The deriving step derives a first reference value that is a reference value of a weighting factor based on fixed point precision representing roughness of the weighting factor that is used for making a motion-compensated prediction of a change in a pixel value by multiplying a reference image by the weighting factor. The decoding step decodes a first difference value that is a difference value between the weighting factor and the first reference value. The weighting factor is included in a range of predetermined bit precision having the first reference value at approximate center.
<img id="iaf01" file="imgaf001.tif" wi="146" he="85" img-content="drawing" img-format="tif"/></p>
sentences: DECODING METHOD AND DECODING DEVICE, METHOD FOR DETERMINING SEMI-SYNCHRONOUS EXPOSURE PARAMETERS AND ELECTRONIC DEVICE, HOISTING ROPE MONITORING DEVICE, source_sentence: <p id="pa01" num="0001">A layered sheet 10 includes a substrate layer 1, and surface layers 2 and 3 configured to be layered on at least one surface of the substrate layer 1. The substrate layer 1 contains a first thermoplastic resin and inorganic fillers. The surface layers 2 and 3 contain a second thermoplastic resin and a conductive material. A content of the inorganic fillers in the substrate layer 1 is 0.3 to 28 mass% based on a total amount of the substrate layer.<img id="iaf01" file="imgaf001.tif" wi="86" he="70" img-content="drawing" img-format="tif"/><img id="iaf02" file="imgaf002.tif" wi="165" he="117" img-content="drawing" img-format="tif"/></p>
sentences: LAYERED SHEET, CONTAINER, CARRIER TAPE, AND ELECTRONIC COMPONENT PACKAGING BODY, BLOCK COPOLYMERS FOR GEL COMPOSITIONS WITH IMPROVED EFFICIENCY, AN INDICATOR SYSTEM FOR A PERISHABLE PRODUCT CONTAINER, source_sentence: <p id="pa01" num="0001">A method for manufacturing a gear which effectively prevent a crack from occurring inside a tooth part when rolling processing is performed on a teeth part of a gear raw material is achieved. A method according to one embodiment for manufacturing a gear 15 by performing rolling processing on a tooth part 2a of a sintered gear raw material 2. The method includes, when the rolling processing is performed on the tooth part 2a of the gear raw material 2, pressing the gear raw material 2 toward a center of rotation of the gear raw material 2 by a rolling machine 4 and, when at least the rolling processing is performed on the tooth part 2a of the gear raw material 2 toward a center of a thickness thereof by a pressing machine 5, pressing a region A where an internal density of the tooth part 2a of the gear raw material 2 decreases.</p><p id="pa02" num="0002">The invention also relates to an apparatus for manufacturing a gear.
<img id="iaf01" file="imgaf001.tif" wi="106" he="68" img-content="drawing" img-format="tif"/></p>
sentences: COMMUNICATION METHOD, RELATED APPARATUS AND DEVICE AND COMPUTER-READABLE STORAGE MEDIUM, METHOD AND APPARATUS FOR MANUFACTURING GEAR, IMPLANTABLE MEDICAL DEVICE AND METHOD OF PROVIDING WIRE CONNECTIONS FOR IT, source_sentence: <p id="pa01" num="0001">This application discloses a data reading method, apparatus, and system, and a distributed system, and belongs to the field of storage technologies. The method includes: receiving a data read request sent by a terminal, where the data read request includes a logical address of target data; locally searching, based on the logical address, a first slave node for a latest version of the target data; and when it is determined that the latest version of the target data has been stored in each of a plurality of slave nodes, sending the latest version of the target data to the terminal. This application can avoid a rollback of a version of read data, and this application applies to data reading.<img id="iaf01" file="imgaf001.tif" wi="62" he="86" img-content="drawing" img-format="tif"/><img id="iaf02" file="imgaf002.tif" wi="155" he="233" img-content="drawing" img-format="tif"/></p>
sentences: SLIDING MECHANISM AND TERMINAL DEVICE PROVIDED WITH SAME, PRESSURE-APPLYING DEVICE FOR A SWITCHING MODULE AND METHOD OF CHANGING A SWITCHING MODULE USING THE SAME, DATA READING METHOD, DEVICE, SYSTEM, AND DISTRIBUTED SYSTEM, source_sentence: <p id="pa01" num="0001">An application apparatus (100) includes: an application needle (24) that applies, to a target, an application material having its viscosity changing under shear; a drive unit (90) that moves the application needle (24) up and down; and a controller (80) that controls the drive unit (90) to move the application needle such that shear is applied to the application material at a shear speed depending on a type of the application material and depending on a target application amount or a target application diameter.<img id="iaf01" file="imgaf001.tif" wi="78" he="56" img-content="drawing" img-format="tif"/></p>
sentences: HEAT PROCESSING DEVICE, Electric motor, COATING APPARATUS AND COATING METHOD
model-index: name: SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: sentence transformers/all mpnet base v2
type: sentence-transformers/all-mpnet-base-v2
metrics: type: cosine_accuracy@1
value: 0.592
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.711
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.751
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.814
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.592
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.237
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1502
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0814
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.592
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.711
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.751
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.814
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6987639783179386
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6624964285714287
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6665468875517868
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 100
Created: 2024-10-22 14:11:03