Model: gkudirka/crash_encoder1-sts
Author: gkudirka
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, dataset_size:100K<n<1M, 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:100K<n<1M, 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: T L 2 DUMMY CHEST LAT WIDEBAND 90 Deg Front 2020 CX482 G-S
sentences: T L F DUMMY CHEST LAT WIDEBAND 90 Deg Front 2020.5 U625 G-S, T L F DUMMY HEAD CG LAT WIDEBAND Static Airbag OOP Test 2025 CX430 G-S, T R F DUMMY PELVIS LAT WIDEBAND 90 Deg Frontal Impact Simulation 2026 P800 G-S, source_sentence: T L F DUMMY CHEST LONG WIDEBAND 90 Deg Front 2022 U553 G-S
sentences: T R F TORSO BELT AT D RING LOAD WIDEBAND 90 Deg Front 2022 U553 LBF, T L F DUMMY L UP TIBIA MY LOAD WIDEBAND 90 Deg Front 2015 P552 IN-LBS, T R F DUMMY R UP TIBIA FX LOAD WIDEBAND 30 Deg Front Angular Left 2022 U554 LBF, source_sentence: T R F DUMMY PELVIS LAT WIDEBAND 90 Deg Front 2019 D544 G-S
sentences: T L F DUMMY PELVIS LAT WIDEBAND 90 Deg Front 2015 P552 G-S, T L LOWER CONTROL ARM VERT WIDEBAND Left Side Drop Test 2024.5 P702 G-S, F BARRIER PLATE 11030 SZ D FX LOAD WIDEBAND 90 Deg Front 2015 P552 LBF, source_sentence: T ENGINE ENGINE TOP LAT WIDEBAND 90 Deg Front 2015 P552 G-S
sentences: T R ENGINE TRANS BOTTOM LAT WIDEBAND 90 Deg Front 2015 P552 G-S, F BARRIER PLATE 09030 SZ D FX LOAD WIDEBAND 90 Deg Front 2015 P552 LBF, T R F DUMMY NECK UPPER MX LOAD WIDEBAND 90 Deg Front 2022 U554 IN-LBS, source_sentence: T L F DUMMY CHEST LAT WIDEBAND 90 Deg Front 2020 CX482 G-S
sentences: T R F DUMMY CHEST LAT WIDEBAND 90 Deg Front 2025 V363N G-S, T R F DUMMY HEAD CG VERT WIDEBAND VIA Linear Impact Test 2021 C727 G-S, T L F DUMMY T1 VERT WIDEBAND 75 Deg Oblique Left Side 10 in. Pole 2026 P800 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: 0.27051173706186693
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.2798593637893599
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.228702027931258
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.25353345676390787
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.23018017587211453
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.2550481010151111
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.2125353301405465
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.1902748420981738
name: Spearman Dot
verified: no, type: pearson_max
value: 0.27051173706186693
name: Pearson Max
verified: no, type: spearman_max
value: 0.2798593637893599
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.26319176781258086
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.2721909587247752
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.21766215319708615
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.2439514548051345
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.2195389492634635
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.24629153092425862
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.21073878591545503
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.1864889259868287
name: Spearman Dot
verified: no, type: pearson_max
value: 0.26319176781258086
name: Pearson Max
verified: no, type: spearman_max
value: 0.2721909587247752
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 128
Created: 2024-06-19 18:44:06