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codefuse-ai
/
F2LLM-v2-4B

Feature Extraction
Transformers
Safetensors
sentence-transformers
qwen3
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use codefuse-ai/F2LLM-v2-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use codefuse-ai/F2LLM-v2-4B with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="codefuse-ai/F2LLM-v2-4B")
    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("codefuse-ai/F2LLM-v2-4B")
    model = AutoModel.from_pretrained("codefuse-ai/F2LLM-v2-4B")
  • sentence-transformers

    How to use codefuse-ai/F2LLM-v2-4B with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("codefuse-ai/F2LLM-v2-4B")
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle
F2LLM-v2-4B
8.06 GB
Ctrl+K
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  • 1 contributor
History: 6 commits
Geralt-Targaryen's picture
Geralt-Targaryen
Update README.md
7ef055f verified about 2 months ago
  • 1_Pooling
    Update 1_Pooling/config.json about 2 months ago
  • .gitattributes
    1.52 kB
    initial commit about 2 months ago
  • README.md
    7.23 kB
    Update README.md about 2 months ago
  • added_tokens.json
    707 Bytes
    Upload folder using huggingface_hub about 2 months ago
  • config.json
    722 Bytes
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  • config_sentence_transformers.json
    224 Bytes
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  • merges.txt
    1.67 MB
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  • model-00001-of-00002.safetensors
    4.99 GB
    xet
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  • model-00002-of-00002.safetensors
    3.05 GB
    xet
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  • model.safetensors.index.json
    30.5 kB
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  • modules.json
    385 Bytes
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  • special_tokens_map.json
    613 Bytes
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  • tokenizer.json
    8.4 MB
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  • tokenizer_config.json
    9.76 kB
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  • vocab.json
    2.78 MB
    Upload folder using huggingface_hub about 2 months ago