Model: sparse-encoder/example-splade-cocondenser-ensembledistil-sts
Author: sparse-encoder
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sparse-encoder, sparse, splade, generated_from_trainer, dataset_size:5749, loss:SpladeLoss, loss:SparseCosineSimilarityLoss, loss:FlopsLoss, feature-extraction, en, dataset:sentence-transformers/stsb, arxiv:1908.10084, arxiv:2205.04733, 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:5749, loss:SpladeLoss, loss:SparseCosineSimilarityLoss, loss:FlopsLoss
base_model: naver/splade-cocondenser-ensembledistil
widget: There is no 'still' that is not relative to some other object., A woman is adding oil on fishes., Minimum wage laws hurt the least skilled, least productive the most., Although I believe Searle is mistaken, I don't think you have found the problem., A man plays the guitar.
datasets: sentence-transformers/stsb
pipeline_tag: feature-extraction
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, active_dims, sparsity_ratio
co2_eq_emissions: emissions: 0.004571308812647019
energy_consumed: 0.0019229652366223092
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: 0.016
hardware_used: 1 x NVIDIA GeForce RTX 3070 Ti Laptop GPU
model-index: name: splade-cocondenser-ensembledistil trained on 
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8760417145994235
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8704199278417449
name: Spearman Cosine
verified: no, type: active_dims
value: 49.305667877197266
name: Active Dims
verified: no, type: sparsity_ratio
value: 0.9983845859420353
name: Sparsity Ratio
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.840843473698782
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8291534166645268
name: Spearman Cosine
verified: no, type: active_dims
value: 47.07070350646973
name: Active Dims
verified: no, type: sparsity_ratio
value: 0.9984578106445688
name: Sparsity Ratio
verified: no
Likes: 0 | All-time downloads: 25
Created: 2025-05-27 14:28:00