Model: Anup77Jindal/embedding-gemma-300m-finetuned-job-data-v2
Author: Anup77Jindal
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, gemma3_text, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:437, loss:MultipleNegativesRankingLoss, loss:CosineSimilarityLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:google/embeddinggemma-300m, base_model:finetune:google/embeddinggemma-300m, model-index, endpoints_compatible, region:us
Base models (finetune): id: google/embeddinggemma-300m
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:437, loss:MultipleNegativesRankingLoss, loss:CosineSimilarityLoss
base_model: google/embeddinggemma-300m
widget: source_sentence: Mid-level JavaScript developer specializing in Vue.js
sentences: Mid-level JavaScript developer specializing in Vue.js, Software Engineer at UIMasters with 3 years of experience. Focuses on building interactive single-page applications using Vue.js and Vuex., Software Engineer at UIMasters with 3 years of experience. Focuses on building interactive single-page applications using Vue.js and Vuex., source_sentence: Seeking a senior Python developer in Bengaluru with expertise in Django and REST APIs
sentences: Lead Python Developer at TechCorp with 8+ years of experience. Proficient in building scalable backend systems using Django REST Framework and PostgreSQL., Seeking a senior Python developer in Bengaluru with expertise in Django and REST APIs, Lead Python Developer at TechCorp with 8+ years of experience. Proficient in building scalable backend systems using Django REST Framework and PostgreSQL., source_sentence: A networking professional with deep knowledge of SD-WAN
sentences: Senior Network Engineer at WANnovate. Specializes in designing and deploying Software-Defined WAN (SD-WAN) solutions for enterprise networks., Senior Network Engineer at WANnovate. Specializes in designing and deploying Software-Defined WAN (SD-WAN) solutions for enterprise networks., A networking professional with deep knowledge of SD-WAN, source_sentence: Information Security Manager with CISSP
sentences: Information Security Manager at SecureHoldings. CISSP certified professional responsible for developing and implementing the company-wide information security program., Information Security Manager at SecureHoldings. CISSP certified professional responsible for developing and implementing the company-wide information security program., Information Security Manager with CISSP, source_sentence: Mid-level backend engineer with 4+ years of experience in Java and Kafka, remote
sentences: Backend Engineer at StreamFlow with 5 years of experience. Proficient in building event-driven systems using Java, Spring Boot, and Apache Kafka., Backend Engineer at StreamFlow with 5 years of experience. Proficient in building event-driven systems using Java, Spring Boot, and Apache Kafka., Mid-level backend engineer with 4+ years of experience in Java and Kafka, remote
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, cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, cosine_mcc
model-index: name: SentenceTransformer based on google/embeddinggemma-300m
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: sts validation
type: sts_validation
metrics: type: cosine_accuracy@1
value: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8108108108108109
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8513513513513513
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.918918918918919
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27027027027027023
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17027027027027025
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09189189189189188
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8108108108108109
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8513513513513513
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.918918918918919
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7317714810750201
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6699485199485199
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6735390250476457
name: Cosine Map@100
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: reranking validation
type: reranking_validation
metrics: type: cosine_accuracy
value: 0.8333333333333334
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.9694164395332336
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.823529411764706
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.8090630769729614
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.875
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.7777777777777778
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.878451151245269
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.6708203932499369
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 90
Created: 2025-12-29 17:43:18