Model: tomaarsen/mpnet-base-nli-matryoshka-reproduced
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:557850, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/all-nli, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:microsoft/mpnet-base, base_model:finetune:microsoft/mpnet-base, model-index, co2_eq_emissions, endpoints_compatible, region:us
Base models (finetune): id: microsoft/mpnet-base
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:557850, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: microsoft/mpnet-base
widget: source_sentence: A man is jumping unto his filthy bed.
sentences: A young male is looking at a newspaper while 2 females walks past him., The bed is dirty., The man is on the moon., source_sentence: A carefully balanced male stands on one foot near a clean ocean beach area.
sentences: A man is ouside near the beach., Three policemen patrol the streets on bikes, A man is sitting on his couch., source_sentence: The man is wearing a blue shirt.
sentences: Near the trashcan the man stood and smoked, A man in a blue shirt leans on a wall beside a road with a blue van and red car with water in the background., A man in a black shirt is playing a guitar., source_sentence: The girls are outdoors.
sentences: Two girls riding on an amusement part ride., a guy laughs while doing laundry, Three girls are standing together in a room, one is listening, one is writing on a wall and the third is talking to them., source_sentence: A construction worker peeking out of a manhole while his coworker sits on the sidewalk smiling.
sentences: A worker is looking out of a manhole., A man is giving a presentation., The workers are both inside the manhole.
datasets: sentence-transformers/all-nli
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
co2_eq_emissions: emissions: 205.739032893975
energy_consumed: 0.5292975927419334
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 2.452
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer based on microsoft/mpnet-base
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev 768
type: sts-dev-768
metrics: type: pearson_cosine
value: 0.8427806843466507
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8508672705970183
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev 512
type: sts-dev-512
metrics: type: pearson_cosine
value: 0.8402650019702758
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8492501196021981
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev 256
type: sts-dev-256
metrics: type: pearson_cosine
value: 0.8346871892249894
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8462852114011874
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev 128
type: sts-dev-128
metrics: type: pearson_cosine
value: 0.8258126981506843
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8396442287070809
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev 64
type: sts-dev-64
metrics: type: pearson_cosine
value: 0.8133510090549183
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8314093123007742
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test 768
type: sts-test-768
metrics: type: pearson_cosine
value: 0.8189065344720828
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8358553875433253
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test 512
type: sts-test-512
metrics: type: pearson_cosine
value: 0.8185683063331012
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8361687236813662
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test 256
type: sts-test-256
metrics: type: pearson_cosine
value: 0.8129602938883278
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8332021961323041
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test 128
type: sts-test-128
metrics: type: pearson_cosine
value: 0.8030325360463209
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.826154869627039
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test 64
type: sts-test-64
metrics: type: pearson_cosine
value: 0.7903762214352186
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8193971659006509
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 6
Created: 2025-04-10 13:04:03