Model: ktcapraz/embeddinggemma-300m-german-search-categories
Author: ktcapraz
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, gemma3_text, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:73141, loss:CachedMultipleNegativesRankingLoss, de, dataset:ktcapraz/search-categories-german-triplets, arxiv:1908.10084, arxiv:2101.06983, base_model:google/embeddinggemma-300m, base_model:finetune:google/embeddinggemma-300m, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: google/embeddinggemma-300m
Card metadata: language: de
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:73141, loss:CachedMultipleNegativesRankingLoss
base_model: google/embeddinggemma-300m
widget: source_sentence: Weihnachtsbotschaft Frieden
sentences: A keyword-based search for a broad topic, with no time constraint., A specific question about a person or entity, with no time constraint., A specific question about a person or entity, with no time constraint., source_sentence: Luftverkehr Entlastungen 2024
sentences: A specific keyword search for a person or entity, related to a specific time., A keyword-based search for a broad topic, with no time constraint., A keyword-based search for a broad topic, related to a specific time., source_sentence: Was passiert aktuell in der Umweltpolitik Rheinland-Pfalz?
sentences: A broad, general question, with no time constraint., A broad, general question, related to a specific time., A broad, general question, related to a specific time., source_sentence: Wie bewertet der Beirat die Industriepolitik 2024?
sentences: A specific keyword search for a person or entity, with no time constraint., A specific question about a person or entity, related to a specific time., A specific keyword search for a person or entity, with no time constraint., source_sentence: Wann endet die Verhandlungsfrist für Spielerlisten 2024?
sentences: A keyword-based search for a broad topic, with no time constraint., A specific question about a person or entity, with no time constraint., A broad, general question, related to a specific time.
datasets: ktcapraz/search-categories-german-triplets
pipeline_tag: sentence-similarity
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
model-index: name: embeddinggemma-300m fine-tuned on German Search Categories
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: german search cats eval
type: german-search-cats-eval
metrics: type: cosine_accuracy@1
value: 0.19886436136276636
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5265407681510782
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7574964910042108
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.19886436136276636
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.17551358938369274
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15149929820084215
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.19886436136276636
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5265407681510782
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7574964910042108
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5623690461379698
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4255378181641224
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.425537818164142
name: Cosine Map@100
verified: no, type: cosine_accuracy@1
value: 0.7543702947556463
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9880056143932627
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9997448003062396
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7543702947556463
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3293352047977542
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.199948960061248
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7543702947556463
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9880056143932627
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9997448003062396
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9034938254173817
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8698015214762738
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8698015214762694
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: german search cats test
type: german-search-cats-test
metrics: type: cosine_accuracy@1
value: 0.7506539909398329
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9883876730683341
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9996171760352198
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7506539909398329
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.32946255768944466
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.199923435207044
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7506539909398329
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9883876730683341
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9996171760352198
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9022503949603679
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8681065101342044
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8681065101342011
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 72
Created: 2025-09-16 21:59:09