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

mferdian
/
sbert-finetune-aes

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:30000
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use mferdian/sbert-finetune-aes with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use mferdian/sbert-finetune-aes with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("mferdian/sbert-finetune-aes")
    
    sentences = [
        "Pasar adalah tempat bertemunya penjual dan pembeli untuk melakukan transaksi barang dan jasa.",
        "Langkah dasar pertolongan pertama pada luka ringan: cuci tangan, bersihkan luka dengan air bersih, hentikan pendarahan dengan tekanan, dan tutup dengan perban steril. Hal ini penting bagi kehidupan sehari-hari.",
        "Kolonialisme adalah penguasaan wilayah oleh negara lain untuk kepentingan ekonomi-politik; pengaruhnya sering.",
        "Jawabannya tidak sesuai atau salah pemahaman."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
sbert-finetune-aes / eval
425 Bytes
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
mferdian's picture
mferdian
Upload fine-tuned SBERT AES model
24ad73b verified 7 months ago
  • similarity_evaluation_val-eval_results.csv
    425 Bytes
    Upload fine-tuned SBERT AES model 7 months ago