Model: gkudirka/crash_encoder2-sts
Author: gkudirka
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, dataset_size:1M<n<10M, loss:CoSENTLoss, arxiv:1908.10084, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, dataset_size:1M<n<10M, loss:CoSENTLoss
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
base_model: distilbert/distilbert-base-uncased
widget: source_sentence: B C C_L CENTER TUNNEL VERT Other XXXX GENERIC G-S
sentences: T L ENG TO RAD SWITCH 90 Deg Front 2015 P552 VOLTS, T RCM ENS 071 RCM ENS EFPR VOLT 90 Deg Front 2021 CX430 VOLTS, T L ROCKER AT B PILLAR LONG 90 Deg Front 2020 V363N G-S, source_sentence: T L F DUMMY PELVIS LAT 90 Deg Front 2021 P702 G-S
sentences: T L F DUMMY PELVIS LAT 90 Deg Front 2021 CX727 G-S, T FIXTURE BASE FRONT ACCEL VERT ACCEL Linear Test 2025 U717 G-S, T R ROCKER AT B_PILLAR LONG 30 Deg Front Angular Right 2025 CX430 G-S, source_sentence: T L F DUMMY PELVIS LAT 90 Deg Front 2021 CX727 G-S
sentences: T R F DUMMY PELVIS LAT 90 Deg Front 2021 P702 G-S, T L F DUMMY PELVIS LONG 30 Deg Front Angular Left 2020 P558 G-S, T R F DUMMY L LOWER TIBIA MY LOAD 90 Deg Front 2022 U553 IN-LBS, source_sentence: T R F DUMMY CHEST VERT 90 Deg Front 2021 P702 G-S
sentences: T R F DUMMY CHEST VERT 90 Deg Front 2015 P552 G-S, T L F DUMMY R LOWER TIBIA MX LOAD 90 Deg Front 2021 CX727 IN-LBS, T REAR DIFFERENTIAL LONG 30 Deg Front Angular Left 2020 P558 G-S, source_sentence: T ENGINE TRANS TOP LAT 90 Deg Front 2025 U717 G-S
sentences: T R F ACTIVE VENT SQUIB VOLT 90 Deg Front 2021 P702 VOLTS, T ENGINE TRANS TOP LAT 30 Deg Front Angular Left 2020 P558 G-S, T R F DUMMY CHEST VERT 90 Deg Frontal Impact Simulation 2024 CX727 G-S
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on distilbert/distilbert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.4517523751963131
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.4761555869182568
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.42531457338882206
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.46381946353811704
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.4261708588640235
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.4651666003446995
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.3897944292190218
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.37404050621023377
name: Spearman Dot
verified: no, type: pearson_max
value: 0.4517523751963131
name: Pearson Max
verified: no, type: spearman_max
value: 0.4761555869182568
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.4412143708585779
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.4670631031564122
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.4156386809751022
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.4559676784726118
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.41671687323124873
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.45746069501329756
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.37528926047569405
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.36286227520562186
name: Spearman Dot
verified: no, type: pearson_max
value: 0.4412143708585779
name: Pearson Max
verified: no, type: spearman_max
value: 0.4670631031564122
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 147
Created: 2024-07-09 21:06:49