Model: meandyou200175/E5_v4_instruct_topic_continue
Author: meandyou200175
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:21620, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:meandyou200175/E5_v3_instruct_topic, base_model:finetune:meandyou200175/E5_v3_instruct_topic, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: meandyou200175/E5_v3_instruct_topic
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:21620, loss:MultipleNegativesRankingLoss
base_model: meandyou200175/E5_v3_instruct_topic
widget: source_sentence: task: classification | query: hope
sentences: Khác, Lễ hội, Khác, source_sentence: task: classification | query: Empire State Aerial View
sentences: Khác, Du lịch Việt Nam|Danh lam thắng cảnh, Danh lam thắng cảnh|Du lịch quốc tế, source_sentence: task: classification | query: Tập 8: Chuyện li kì của Huế : Chùa Từ Hiếu - P2. Tại sao người dân không dám ăn cá? Tại sao chưa ai thấy chiếc hồ này cạn?
sentences: Lịch sử|Du lịch Việt Nam, Tôn giáo, Khác, source_sentence: task: classification | query: Nội dung của xương chậu nữ Hiển thị các cơ quan chính của xương chậu nữ
sentences: sách, Danh lam thắng cảnh|Du lịch Việt Nam, Y tế, source_sentence: task: classification | query: Học lịch sử cười đau bụng, vừa vui vừa dễ nhớ!
sentences: Lịch sử, Thủ công mỹ nghệ, Âm nhạc
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@2, cosine_accuracy@5, cosine_accuracy@10, cosine_accuracy@100, cosine_precision@1, cosine_precision@2, cosine_precision@5, cosine_precision@10, cosine_precision@100, cosine_recall@1, cosine_recall@2, cosine_recall@5, cosine_recall@10, cosine_recall@100, cosine_ndcg@10, cosine_mrr@1, cosine_mrr@2, cosine_mrr@5, cosine_mrr@10, cosine_mrr@100, cosine_map@100
model-index: name: SentenceTransformer based on meandyou200175/E5_v3_instruct_topic
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy@1
value: 0.0328755722014149
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@2
value: 0.06325426550145652
name: Cosine Accuracy@2
verified: no, type: cosine_accuracy@5
value: 0.14024136496046608
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.23928422804827298
name: Cosine Accuracy@10
verified: no, type: cosine_accuracy@100
value: 0.7719517270079068
name: Cosine Accuracy@100
verified: no, type: cosine_precision@1
value: 0.0328755722014149
name: Cosine Precision@1
verified: no, type: cosine_precision@2
value: 0.03162713275072826
name: Cosine Precision@2
verified: no, type: cosine_precision@5
value: 0.02804827299209322
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0239284228048273
name: Cosine Precision@10
verified: no, type: cosine_precision@100
value: 0.007719517270079068
name: Cosine Precision@100
verified: no, type: cosine_recall@1
value: 0.0328755722014149
name: Cosine Recall@1
verified: no, type: cosine_recall@2
value: 0.06325426550145652
name: Cosine Recall@2
verified: no, type: cosine_recall@5
value: 0.14024136496046608
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.23928422804827298
name: Cosine Recall@10
verified: no, type: cosine_recall@100
value: 0.7719517270079068
name: Cosine Recall@100
verified: no, type: cosine_ndcg@10
value: 0.11846399039841277
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.0328755722014149
name: Cosine Mrr@1
verified: no, type: cosine_mrr@2
value: 0.048064918851435705
name: Cosine Mrr@2
verified: no, type: cosine_mrr@5
value: 0.06906644472187543
name: Cosine Mrr@5
verified: no, type: cosine_mrr@10
value: 0.08210801313173335
name: Cosine Mrr@10
verified: no, type: cosine_mrr@100
value: 0.10204118490728512
name: Cosine Mrr@100
verified: no, type: cosine_map@100
value: 0.10204118490728524
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 17
Created: 2025-11-28 10:09:19