Model: tomaarsen/TinyBERT_L-4_H-312_v2-distilled-from-stsb-roberta-base-v2-new
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:200000, loss:MSELoss, arxiv:1908.10084, arxiv:2004.09813, base_model:nreimers/TinyBERT_L-4_H-312_v2, base_model:finetune:nreimers/TinyBERT_L-4_H-312_v2, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: nreimers/TinyBERT_L-4_H-312_v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:200000, loss:MSELoss
base_model: nreimers/TinyBERT_L-4_H-312_v2
widget: source_sentence: At an outdoor event in an Asian-themed area, a crowd congregates as one person in a yellow Chinese dragon costume confronts the camera.
sentences: Boy dressed in blue holds a toy., the animal is running, Two young asian men are squatting., source_sentence: A man with a shopping cart is studying the shelves in a supermarket aisle.
sentences: The children are watching TV at home., Three young boys one is holding a camera and another is holding a green toy all are wearing t-shirt and smiling., A large group of people are gathered outside of a brick building lit with spotlights., source_sentence: The door is open.
sentences: There are three men in this picture, two are on motorbikes, one of the men has a large piece of furniture on the back of his bike, the other is about to be handed a piece of paper by a man in a white shirt., People are playing music., A girl is using an apple laptop with her headphones in her ears., source_sentence: A small group of children are standing in a classroom and one of them has a foot in a trashcan, which also has a rope leading out of it.
sentences: Children are swimming at the beach., Women are celebrating at a bar., Some men with jerseys are in a bar, watching a soccer match., source_sentence: A black dog is drinking next to a brown and white dog that is looking at an orange ball in the lake, whilst a horse and rider passes behind.
sentences: There are two people running around a track in lane three and the one wearing a blue shirt with a green thing over the eyes is just barely ahead of the guy wearing an orange shirt and sunglasses., A girl is sitting, the guy is dead
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, negative_mse
co2_eq_emissions: emissions: 3.4513310599379015
energy_consumed: 0.008879118347571923
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: 0.053
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer based on nreimers/TinyBERT_L-4_H-312_v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8020427163636963
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8162119531251948
name: Spearman Cosine
verified: no, task: type: knowledge-distillation
name: Knowledge Distillation
dataset: name: Unknown
type: unknown
metrics: type: negative_mse
value: -50.39951801300049
name: Negative Mse
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7493791518293895
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.752488836028113
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 54
Created: 2025-03-21 12:02:54