Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets
  • 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

ewin-reg
/
embeddinggemma-2-0.2B-Quantized-text

Sentence Similarity
Transformers
Safetensors
embedding_gemma2
feature-extraction
embeddinggemma
quantization
post-training-quantization
int4
4-bit precision
text-embeddings
semantic-search
retrieval
low-memory
cpu
8-bit precision
Model card Files Files and versions
xet
Community

Instructions to use ewin-reg/embeddinggemma-2-0.2B-Quantized-text with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use ewin-reg/embeddinggemma-2-0.2B-Quantized-text with Transformers:

    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoProcessor, AutoModel
    
    processor = AutoProcessor.from_pretrained("ewin-reg/embeddinggemma-2-0.2B-Quantized-text")
    model = AutoModel.from_pretrained("ewin-reg/embeddinggemma-2-0.2B-Quantized-text", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
embeddinggemma-2-0.2B-Quantized-text
240 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
ewin-reg's picture
ewin-reg
Rename, SEO tags, add inference optimization section
632b2b7 verified 17 days ago
  • .gitattributes
    1.57 kB
    Add 4-bit g16 packed text-only embeddinggemma-2 18 days ago
  • README.md
    7.43 kB
    Rename, SEO tags, add inference optimization section 17 days ago
  • chat_template.jinja
    1.02 kB
    Add 4-bit g16 packed text-only embeddinggemma-2 18 days ago
  • config.json
    4.46 kB
    Add 4-bit g16 packed text-only embeddinggemma-2 18 days ago
  • config_sentence_transformers.json
    1.57 kB
    Add 4-bit g16 packed text-only embeddinggemma-2 18 days ago
  • model.safetensors
    203 MB
    xet
    Add 4-bit g16 packed text-only embeddinggemma-2 18 days ago
  • qpack.py
    8.4 kB
    Add 4-bit g16 packed text-only embeddinggemma-2 18 days ago
  • quant_config.json
    211 Bytes
    Add 4-bit g16 packed text-only embeddinggemma-2 18 days ago
  • tokenizer.json
    32.2 MB
    xet
    Add 4-bit g16 packed text-only embeddinggemma-2 18 days ago
  • tokenizer.model
    4.69 MB
    xet
    Add 4-bit g16 packed text-only embeddinggemma-2 18 days ago
  • tokenizer_config.json
    1.6 kB
    Add 4-bit g16 packed text-only embeddinggemma-2 18 days ago