Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

AhmedZaky1
/
DIMI-embedding-v3

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
Generated from Trainer
dataset_size:685672
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use AhmedZaky1/DIMI-embedding-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use AhmedZaky1/DIMI-embedding-v3 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("AhmedZaky1/DIMI-embedding-v3")
    
    sentences = [
        "كيف يمكنني اختراق أو التجسس على محادثة WhatsApp لشخص ما عن بعد؟",
        "كيف يمكنني اختراق حساب واتس اب لشخص ما؟",
        "ما هو معنى الحياة؟",
        "ولاقت الاتفاقية ترحيب أعضاء آخرين من عصبة الأمم."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
DIMI-embedding-v3
1.13 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
AhmedZaky1's picture
AhmedZaky1
Add new SentenceTransformer model
2eeba00 verified 12 months ago
  • 1_Pooling
    Add new SentenceTransformer model 12 months ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model 12 months ago
  • README.md
    21.5 kB
    Add new SentenceTransformer model 12 months ago
  • config.json
    662 Bytes
    Add new SentenceTransformer model 12 months ago
  • config_sentence_transformers.json
    205 Bytes
    Add new SentenceTransformer model 12 months ago
  • model.safetensors
    1.11 GB
    xet
    Add new SentenceTransformer model 12 months ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model 12 months ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model 12 months ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Add new SentenceTransformer model 12 months ago
  • special_tokens_map.json
    964 Bytes
    Add new SentenceTransformer model 12 months ago
  • tokenizer.json
    17.1 MB
    xet
    Add new SentenceTransformer model 12 months ago
  • tokenizer_config.json
    1.18 kB
    Add new SentenceTransformer model 12 months ago