Model: sparse-encoder/example-splade-cocondenser-ensembledistil-nli
Author: sparse-encoder
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sparse-encoder, sparse, splade, generated_from_trainer, dataset_size:10000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss, feature-extraction, en, dataset:sentence-transformers/all-nli, arxiv:1908.10084, arxiv:2205.04733, arxiv:1705.00652, arxiv:2004.05665, base_model:naver/splade-cocondenser-ensembledistil, base_model:finetune:naver/splade-cocondenser-ensembledistil, license:apache-2.0, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: naver/splade-cocondenser-ensembledistil
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sparse-encoder, sparse, splade, generated_from_trainer, dataset_size:10000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss
base_model: naver/splade-cocondenser-ensembledistil
widget: Two kids at a ballgame wash their hands., Two dogs near a lake, while a person rides by on a horse., This mother and her daughter and granddaughter are having car trouble, and the poor little girl looks hot out in the heat., A young man competes in the Olympics in the pole vaulting competition., A man is playing with the brass pots
datasets: sentence-transformers/all-nli
pipeline_tag: feature-extraction
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, active_dims, sparsity_ratio
co2_eq_emissions: emissions: 0.16583474956305416
energy_consumed: 0.0029592738907377744
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: AMD Ryzen 9 6900HX with Radeon Graphics
ram_total_size: 30.6114501953125
hours_used: 0.025
hardware_used: 1 x NVIDIA GeForce RTX 3070 Ti Laptop GPU
model-index: name: splade-cocondenser-ensembledistil trained on Natural Language Inference (NLI)
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8553775938865431
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8486465022828363
name: Spearman Cosine
verified: no, type: active_dims
value: 99.12466812133789
name: Active Dims
verified: no, type: sparsity_ratio
value: 0.9967523534459951
name: Sparsity Ratio
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8223180736705796
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8068358333807579
name: Spearman Cosine
verified: no, type: active_dims
value: 95.42276763916016
name: Active Dims
verified: no, type: sparsity_ratio
value: 0.9968736397470952
name: Sparsity Ratio
verified: no
Likes: 0 | All-time downloads: 27
Created: 2025-05-27 09:48:22