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LingoIITGN
/
FlowVec-v2

Sentence Similarity
sentence-transformers
Safetensors
qwen3
feature-extraction
mteb
indic
embeddings
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use LingoIITGN/FlowVec-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use LingoIITGN/FlowVec-v2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("LingoIITGN/FlowVec-v2")
    
    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
FlowVec-v2
30.3 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
Tirth021's picture
Tirth021
Update README.md
4f21e22 verified 2 days ago
  • 0_Transformer
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago
  • 1_Pooling
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago
  • 2_Normalize
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago
  • .gitattributes
    1.64 kB
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago
  • README.md
    2.69 kB
    Update README.md 2 days ago
  • chat_template.jinja
    2.43 kB
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago
  • config.json
    1.62 kB
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago
  • config_sentence_transformers.json
    3.49 kB
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago
  • model.safetensors
    15.1 GB
    xet
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago
  • modules.json
    349 Bytes
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago
  • sentence_bert_config.json
    53 Bytes
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago
  • tokenizer.json
    11.4 MB
    xet
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago
  • tokenizer_config.json
    405 Bytes
    FlowVec-v2: FlowVec-v1 weights (bf16) + updated per-task prompts 2 days ago