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
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

alfotech
/
silas-embedding-0.6b

Feature Extraction
sentence-transformers
Safetensors
Transformers
multilingual
qwen3
text-embeddings
alfotech
silas
rag
semantic-search
vector-search
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use alfotech/silas-embedding-0.6b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use alfotech/silas-embedding-0.6b with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("alfotech/silas-embedding-0.6b")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers

    How to use alfotech/silas-embedding-0.6b with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="alfotech/silas-embedding-0.6b")
    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("alfotech/silas-embedding-0.6b")
    model = AutoModel.from_pretrained("alfotech/silas-embedding-0.6b", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
silas-embedding-0.6b
1.21 GB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 15 commits
alfotech's picture
alfotech
Update README.md
6262f76 verified about 20 hours ago
  • 1_Pooling
    Initial upload of base model (before fine-tuning) 1 day ago
  • .gitattributes
    1.68 kB
    Upload image (2).png about 20 hours ago
  • README.md
    21.2 kB
    Update README.md about 20 hours ago
  • chat_template.jinja
    4.12 kB
    Initial upload of base model (before fine-tuning) 1 day ago
  • config.json
    1.41 kB
    Initial upload of base model (before fine-tuning) 1 day ago
  • config_sentence_transformers.json
    376 Bytes
    Initial upload of base model (before fine-tuning) 1 day ago
  • image.png
    3.81 MB
    xet
    Rename image (2).png to image.png about 20 hours ago
  • model.safetensors
    1.19 GB
    xet
    Initial upload of base model (before fine-tuning) 1 day ago
  • modules.json
    429 Bytes
    Initial upload of base model (before fine-tuning) 1 day ago
  • sentence_bert_config.json
    241 Bytes
    Initial upload of base model (before fine-tuning) 1 day ago
  • tokenizer.json
    11.4 MB
    xet
    Initial upload of base model (before fine-tuning) 1 day ago
  • tokenizer_config.json
    375 Bytes
    Initial upload of base model (before fine-tuning) 1 day ago