Model: lv12/esci-nomic-embed-text-v1_5
Author: lv12
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, nomic_bert, sentence-similarity, feature-extraction, dataset_size:100K<n<1M, loss:CachedMultipleNegativesRankingLoss, custom_code, arxiv:1908.10084, arxiv:2101.06983, base_model:nomic-ai/nomic-embed-text-v1.5, base_model:finetune:nomic-ai/nomic-embed-text-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: nomic-ai/nomic-embed-text-v1.5
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, dataset_size:100K<n<1M, loss:CachedMultipleNegativesRankingLoss
base_model: nomic-ai/nomic-embed-text-v1.5
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
widget: source_sentence: search_query: shark
sentences: search_query: skull, search_query: car picture frame, search_query: cartera de guchi, source_sentence: search_query: aolvo
sentences: search_query: laço homem, search_query: vdi to hdmi cable, search_query: beads without holes, source_sentence: search_query: 赤色のカバン
sentences: search_query: 結婚式 ガーランド, search_query: remaches zapatero, search_query: small feaux potted plants, source_sentence: search_query: vipkid
sentences: search_query: ceiling lamps for kids, search_query: apple あいふぉんケース 12, search_query: zapatos zaragoza mujer, source_sentence: search_query: お布団バッグ
sentences: search_query: 足なしソファー, search_query: all color handbag, search_query: tundra black out emblems
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on nomic-ai/nomic-embed-text-v1.5
results: task: type: triplet
name: Triplet
dataset: name: triplet esci
type: triplet-esci
metrics: type: cosine_accuracy
value: 0.787
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.22
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.762
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.768
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.787
name: Max Accuracy
verified: no
Likes: 1 | All-time downloads: 449
Created: 2024-05-29 22:00:47