Model: pritamdeka/assamese-bert-nli-v2
Author: pritamdeka
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:557850, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/all-nli, arxiv:1908.10084, arxiv:1705.00652, base_model:l3cube-pune/assamese-bert, base_model:finetune:l3cube-pune/assamese-bert, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: l3cube-pune/assamese-bert
Card metadata: base_model: l3cube-pune/assamese-bert
datasets: sentence-transformers/all-nli
language: en
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:557850, loss:MultipleNegativesRankingLoss
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.
model-index: name: SentenceTransformer based on l3cube-pune/assamese-bert
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8448431188558219
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.848270397607023
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8429962459024234
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8461225961159852
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8450811877325317
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8481702238714027
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7600437454974306
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7604490741243843
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8450811877325317
name: Pearson Max
verified: no, type: spearman_max
value: 0.848270397607023
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8160018744466311
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8230016183156494
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8104201802445242
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8104000391884387
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8108715587588242
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8112881633291651
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7088828153549986
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6991542788989243
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8160018744466311
name: Pearson Max
verified: no, type: spearman_max
value: 0.8230016183156494
name: Spearman Max
verified: no
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Created: 2024-07-19 15:21:50