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ttchungc
/
InsightEmb

Feature Extraction
Transformers
Safetensors
English
Chinese
qwen3
embedding
retriever
RAG
Agentic
Skills
text-embeddings-inference
Model card Files Files and versions
xet
Community

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

  • Libraries
  • Transformers

    How to use ttchungc/InsightEmb with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="ttchungc/InsightEmb")
    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("ttchungc/InsightEmb")
    model = AutoModel.from_pretrained("ttchungc/InsightEmb", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
InsightEmb
8.06 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
ttchungc's picture
ttchungc
Create README.md
1158d40 verified 15 days ago
  • .gitattributes
    1.57 kB
    Upload embedding model newatomic37 4 months ago
  • README.md
    6.34 kB
    Create README.md 15 days ago
  • added_tokens.json
    605 Bytes
    Upload embedding model newatomic37 4 months ago
  • config.json
    721 Bytes
    Upload embedding model newatomic37 4 months ago
  • merges.txt
    1.67 MB
    Upload embedding model newatomic37 4 months ago
  • model-00001-of-00002.safetensors
    4.97 GB
    xet
    Upload embedding model newatomic37 4 months ago
  • model-00002-of-00002.safetensors
    3.08 GB
    xet
    Upload embedding model newatomic37 4 months ago
  • model.safetensors.index.json
    30.4 kB
    Upload embedding model newatomic37 4 months ago
  • special_tokens_map.json
    613 Bytes
    Upload embedding model newatomic37 4 months ago
  • tokenizer.json
    11.4 MB
    xet
    Upload embedding model newatomic37 4 months ago
  • tokenizer_config.json
    7.39 kB
    Upload embedding model newatomic37 4 months ago
  • trainer_state.json
    3.84 kB
    Upload embedding model newatomic37 4 months ago
  • training_args.bin
    7.93 kB
    xet
    Upload embedding model newatomic37 4 months ago
  • vocab.json
    2.78 MB
    Upload embedding model newatomic37 4 months ago