Model: alantang2025/TinyBERT_L-4_H-312_v2-distilled-from-stsb-roberta-base-v2
Author: alantang2025
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, 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, 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, dense, generated_from_trainer, dataset_size:200000, loss:MSELoss
base_model: nreimers/TinyBERT_L-4_H-312_v2
widget: source_sentence: The Slinky is black.
sentences: A man in a Santa Claus costume is sitting on a wooden chair holding a microphone and a stringed instrument., A nun taking photos of a interesting site outside., A man is singing into a microphone., source_sentence: Two women are embracing while holding to go packages.
sentences: A person powerwashing stairs leading down to a pool., Two people are playing an instruments on stage., A young girl faces the camera., source_sentence: A taxi SUV drives past an urban construction site, as a man walks down the street in the other direction.
sentences: People on a concrete area taking pictures., A man is sitting in on the side of the street with brass pots., A girl in a pink tank top and her boyfriend sitting on stone steps., source_sentence: The boys are surfing
sentences: There is a man running., dog in pool, Someone is riding a bike., source_sentence: A restaurant front line, with a warmer in the front and a person in a red Coca Cola shirt cooking.
sentences: A group of girls ride an ATV., The dog is wearing a clown suit., A player passing the ball in a soccer game.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, negative_mse
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: 0.8036692790121679
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8178652264811944
name: Spearman Cosine
verified: no, task: type: knowledge-distillation
name: Knowledge Distillation
dataset: name: Unknown
type: unknown
metrics: type: negative_mse
value: -50.281256437301636
name: Negative Mse
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7529654297349133
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7559829673004455
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 15
Created: 2025-12-05 03:46:11