Model: ammumadhu/Indic_Bert-8-layers
Author: ammumadhu
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:1M<n<10M, loss:MSELoss, en, arxiv:1908.10084, arxiv:2004.09813, base_model:l3cube-pune/indic-sentence-similarity-sbert, base_model:finetune:l3cube-pune/indic-sentence-similarity-sbert, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: l3cube-pune/indic-sentence-similarity-sbert
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, dataset_size:1M<n<10M, loss:MSELoss
base_model: l3cube-pune/indic-sentence-similarity-sbert
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max, negative_mse
widget: source_sentence: Nobody is standing
sentences: The person staring has no vision., The person in black T-shirt is sitting., The two girls are at the amusement park., source_sentence: The door is open.
sentences: A child is looking out of a door., a woman is shopping by fisher's popcorn, Team owner, president and head coach Don Sims is a Christian., source_sentence: A man is jogging.
sentences: A man is rock climbing with protective rope., There is a Coca-Cola sign on a building., A group of women are selling their wares, source_sentence: A woman is outside
sentences: A girl is posing outside., A woman is having a drink with a friend., The man is sitting on Santa's lap., source_sentence: Men are outdoors.
sentences: A man is outside., A Little girl is enjoying cake outside., The child is dancing inside.
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on l3cube-pune/indic-sentence-similarity-sbert
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.6061168880496322
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.63159627628102
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.4867734432158827
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.5132315973464433
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.5060055860550953
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.530647353370298
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.2197998289852973
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.2098437681521414
name: Spearman Dot
verified: no, type: pearson_max
value: 0.6061168880496322
name: Pearson Max
verified: no, type: spearman_max
value: 0.63159627628102
name: Spearman Max
verified: no, task: type: knowledge-distillation
name: Knowledge Distillation
dataset: name: Unknown
type: unknown
metrics: type: negative_mse
value: -3.0273379758000374
name: Negative Mse
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7908829263963781
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7964877056053918
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7759961128627
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7730137991653084
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7764317252322528
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7735945428555226
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6958642398985296
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6842506896957747
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7908829263963781
name: Pearson Max
verified: no, type: spearman_max
value: 0.7964877056053918
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 7
Created: 2024-06-04 13:46:49