Model: thetayne/finetuned_model_0613
Author: thetayne
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1625, loss:CosineSimilarityLoss, en, arxiv:1908.10084, 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: language: en
license: apache-2.0
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1625, loss:CosineSimilarityLoss
base_model: BAAI/bge-base-en-v1.5
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: Boron Steel
sentences: Rock Bit, Spalling Test, Excavator Bucket, source_sentence: Friction Wear
sentences: Tool Steel, Medium Carbon Steel, Diffusion Bonding, source_sentence: Delamination
sentences: Subsea Christmas Tree, Low Alloyed Steel, Screw Conveyors, source_sentence: Nitriding
sentences: Subsea Manifold, Trencher Chain, Cylinder, source_sentence: Corrosion Resistant Coatings
sentences: Mower Blade, Gas Metal Arc Welding (GMAW), Corrosion Resistant Coatings
pipeline_tag: sentence-similarity
model-index: name: BGE base Financial Matryoshka
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: dim 768
type: dim_768
metrics: type: pearson_cosine
value: 0.9548051644723275
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6620048542679903
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.985909077336812
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6620048542679903
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9863519709955113
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6620048542679903
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9548051701614557
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6610658947764548
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9863519709955113
name: Pearson Max
verified: no, type: spearman_max
value: 0.6620048542679903
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: dim 512
type: dim_512
metrics: type: pearson_cosine
value: 0.9544417196413574
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6620048542679903
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.9855825558550574
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6620048542679903
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9862004412296757
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6620048542679903
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9501184326722917
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6607798700248341
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9862004412296757
name: Pearson Max
verified: no, type: spearman_max
value: 0.6620048542679903
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: dim 256
type: dim_256
metrics: type: pearson_cosine
value: 0.9494511778471465
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6620048542679903
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.9830259644213172
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6620048542679903
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9835562939431381
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6620048542679903
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9469313992827345
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6607798700248341
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9835562939431381
name: Pearson Max
verified: no, type: spearman_max
value: 0.6620048542679903
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: dim 128
type: dim_128
metrics: type: pearson_cosine
value: 0.9397052405386266
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6620048542679903
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.9762184586055923
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6620048542679903
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9781975526221939
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6620048542679903
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9271211389022183
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6607798700248341
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9781975526221939
name: Pearson Max
verified: no, type: spearman_max
value: 0.6620048542679903
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: dim 64
type: dim_64
metrics: type: pearson_cosine
value: 0.9149032642312528
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6620048542679903
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.968215524939354
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6620048542679903
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9708485057392984
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6620048542679903
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8940456314300972
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6602255244962898
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9708485057392984
name: Pearson Max
verified: no, type: spearman_max
value: 0.6620048542679903
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 123
Created: 2024-06-13 16:30:47