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tasksource
/
tasksource-jev-nano-v0

Text Classification
sentence-transformers
Safetensors
English
modernbert
ColBERT
multi-vector
PyLate
typed-decisions
zero-shot-classification
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use tasksource/tasksource-jev-nano-v0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use tasksource/tasksource-jev-nano-v0 with sentence-transformers:

    from pylate import models
    
    queries = [
        "Which planet is known as the Red Planet?",
        "What is the largest planet in our solar system?",
    ]
    
    documents = [
        ["Mars is the Red Planet.", "Venus is Earth's twin."],
        ["Jupiter is the largest planet.", "Saturn has rings."],
    ]
    
    model = models.ColBERT(model_name_or_path="tasksource/tasksource-jev-nano-v0")
    
    queries_emb = model.encode(queries, is_query=True)
    docs_emb = model.encode(documents, is_query=False)
  • Notebooks
  • Google Colab
  • Kaggle
tasksource-jev-nano-v0
619 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 5 commits
sileod's picture
sileod
docs: consolidate v0 benchmark results
6501eaa verified 1 day ago
  • 1_Dense
    v0: 512k natural typed sq_o (dev_selected step 4000) + card 1 day ago
  • 2_Dense
    v0: 512k natural typed sq_o (dev_selected step 4000) + card 1 day ago
  • 3_Dense
    v0: 512k natural typed sq_o (dev_selected step 4000) + card 1 day ago
  • .gitattributes
    1.52 kB
    initial commit 1 day ago
  • README.md
    4.53 kB
    docs: consolidate v0 benchmark results 1 day ago
  • config.json
    1.93 kB
    v0: 512k natural typed sq_o (dev_selected step 4000) + card 1 day ago
  • config_sentence_transformers.json
    760 Bytes
    v0: 512k natural typed sq_o (dev_selected step 4000) + card 1 day ago
  • decision_meta.json
    508 Bytes
    v0: 512k natural typed sq_o (dev_selected step 4000) + card 1 day ago
  • model.safetensors
    596 MB
    xet
    v0: 512k natural typed sq_o (dev_selected step 4000) + card 1 day ago
  • modules.json
    422 Bytes
    v0: 512k natural typed sq_o (dev_selected step 4000) + card 1 day ago
  • sentence_bert_config.json
    56 Bytes
    v0: 512k natural typed sq_o (dev_selected step 4000) + card 1 day ago
  • tokenizer.json
    3.58 MB
    v0: 512k natural typed sq_o (dev_selected step 4000) + card 1 day ago
  • tokenizer_config.json
    570 Bytes
    v0: 512k natural typed sq_o (dev_selected step 4000) + card 1 day ago