Model: richie-ghost/sbert_ft_cross-encoder-nli-deberta-v3-large
Author: richie-ghost
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, deberta-v2, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:40338, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:cross-encoder/nli-deberta-v3-large, base_model:finetune:cross-encoder/nli-deberta-v3-large, model-index, endpoints_compatible, region:us
Base models (finetune): id: cross-encoder/nli-deberta-v3-large
Card metadata: base_model: cross-encoder/nli-deberta-v3-large
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100, dot_accuracy@1, dot_accuracy@3, dot_accuracy@5, dot_accuracy@10, dot_precision@1, dot_precision@3, dot_precision@5, dot_precision@10, dot_recall@1, dot_recall@3, dot_recall@5, dot_recall@10, dot_ndcg@10, dot_mrr@10, dot_map@100
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:40338, loss:MultipleNegativesRankingLoss
widget: source_sentence: "Rumpelstilsken, I command the sun to set!"  He seemed to sense a hesitation in his mind, and then the impression of jeweled gears turning.
sentences: A football game is playing., He sensed hesitation when commanding Rumpelstiltskin., I ran and he saw me immediately., source_sentence: A woman wears sunglasses and a black coat as she walks.
sentences: The lady in black walks while wearing her shades., Two women were walking, The people are running towards the mountains., source_sentence: The Congress relies on GAO to examine virtually every federal program, activity, and policy, as well as institutions that rely on federal funds.
sentences: The men are standing in line at the restaurant., GAO helps Congress., Tide permitting, view the shrine from its base to appreciate its full size., source_sentence: The resort was named after Louis James Fraser, an English adventurer and scoundrel, who dealt in mule hides, tin, opium, and gambling.
sentences: A man in front of people., The resort was named after an English adventurer and scoundrel., A woman is holding flowers by two men on a bench., source_sentence: Three men riding a bicycle, tow of them are wearing a helmet.
sentences: Accountability measures help establish the financial condition of the government., A man is pushing a truck., There are at least two helmets.
model-index: name: SentenceTransformer based on cross-encoder/nli-deberta-v3-large
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: eval
type: eval
metrics: type: cosine_accuracy@1
value: 0.0003470672814715653
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.2842728940453171
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.42875204521790866
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5317318657345431
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.0003470672814715653
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.09475763134843902
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.08575040904358174
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.053173186573454316
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.0003470672814715653
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.2842728940453171
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.42875204521790866
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5317318657345431
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2599623819220365
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.17320152646642903
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.1849889511878054
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.003718578015766771
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.262531607913134
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.40182954038375723
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.5089741682780504
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.003718578015766771
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.08751053597104465
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.08036590807675144
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.050897416827805034
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.003718578015766771
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.262531607913134
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.40182954038375723
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.5089741682780504
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.24760156704826422
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.16454750021051548
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.17684391661589097
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 187
Created: 2024-10-29 18:47:50