Model: DannyAI/embedding_fine_tuning_matryoshka_loss_bge_large_en_v1.5
Author: DannyAI
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:200000, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/all-nli, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-large-en-v1.5, base_model:finetune:BAAI/bge-large-en-v1.5, license:mit, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-large-en-v1.5
Card metadata: language: en
license: mit
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:200000, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-large-en-v1.5
widget: source_sentence: A man standing in front of a brick building.
sentences: The men are together., A man is outside., The man pushes a women on the ground., source_sentence: A football coach is walking on a football field.
sentences: Two girls are watching dolls., a baseball player walks on the field, a football coach walks on the field, source_sentence: A woman wearing gray pants, a white blouse and a black vest is jumping with one hand in the air as she goes through an indoor stadium.
sentences: The girl wearing a dress skips down the sidewalk., They are outdoors., The jumping lady in slacks also has her hand raised., source_sentence: A light brown dog with his tail in the air jumps of a pontoon toward the water.
sentences: A man is heading to his house of worship., A dog jumps toward the water., A cat is jumping in the air., source_sentence: Young boy kicks a soccer ball towards the goal as the crowd watches.
sentences: The boy is under the age of eighteen., The girl is running., The boy is alone in his backyard.
datasets: sentence-transformers/all-nli
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: bge-large-en-v1.5
results: task: type: triplet
name: Triplet
dataset: name: all nli val 1024
type: all-nli-val-1024
metrics: type: cosine_accuracy
value: 0.9506666660308838
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli val 768
type: all-nli-val-768
metrics: type: cosine_accuracy
value: 0.9496666789054871
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli val 512
type: all-nli-val-512
metrics: type: cosine_accuracy
value: 0.9476666450500488
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli val 256
type: all-nli-val-256
metrics: type: cosine_accuracy
value: 0.9453333616256714
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli val 128
type: all-nli-val-128
metrics: type: cosine_accuracy
value: 0.9393333196640015
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli val 64
type: all-nli-val-64
metrics: type: cosine_accuracy
value: 0.9309999942779541
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli test 1024
type: all-nli-test-1024
metrics: type: cosine_accuracy
value: 0.9532455801963806
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli test 768
type: all-nli-test-768
metrics: type: cosine_accuracy
value: 0.9515811800956726
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli test 512
type: all-nli-test-512
metrics: type: cosine_accuracy
value: 0.950370728969574
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli test 256
type: all-nli-test-256
metrics: type: cosine_accuracy
value: 0.9493115544319153
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli test 128
type: all-nli-test-128
metrics: type: cosine_accuracy
value: 0.9452261924743652
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli test 64
type: all-nli-test-64
metrics: type: cosine_accuracy
value: 0.9362989664077759
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 26
Created: 2025-09-21 15:23:10