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

KayaAI
/
finetuned_embedding_v1

Sentence Similarity
sentence-transformers
Safetensors
mpnet
feature-extraction
Generated from Trainer
dataset_size:5489
loss:TripletLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use KayaAI/finetuned_embedding_v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use KayaAI/finetuned_embedding_v1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("KayaAI/finetuned_embedding_v1")
    
    sentences = [
        "07 42 33 Plastic Wall Panels",
        "03 31 00 Structural Concrete",
        "05 53 13 Bar Gratings",
        "07 42 43 Composite Wall Panels"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this model content.

Gated model
You can list files but not access them

Preview of files found in this repository
  • 1_Pooling
    Model Creation v1 over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 1 year ago
  • 2_Normalize.zip

    Pickle imports

    • No problematic imports detected

    What is a pickle import?

    186 Bytes
    xet
    Upload 2_Normalize.zip over 1 year ago
  • README.md
    12.1 kB
    Model Creation v1 over 1 year ago
  • config.json
    613 Bytes
    Model Creation v1 over 1 year ago
  • config_sentence_transformers.json
    201 Bytes
    Model Creation v1 over 1 year ago
  • model.safetensors
    438 MB
    xet
    Model Creation v1 over 1 year ago
  • modules.json
    349 Bytes
    Model Creation v1 over 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Model Creation v1 over 1 year ago
  • special_tokens_map.json
    964 Bytes
    Model Creation v1 over 1 year ago
  • tokenizer.json
    711 kB
    Model Creation v1 over 1 year ago
  • tokenizer_config.json
    1.58 kB
    Model Creation v1 over 1 year ago
  • vocab.txt
    232 kB
    Model Creation v1 over 1 year ago