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ContextualAI
/
ctxl-rerank-v2-instruct-multilingual-1b-nvfp4

Text Ranking
Transformers
Safetensors
qwen3
text-generation
compressed-tensors
Model card Files Files and versions
xet
Community

Instructions to use ContextualAI/ctxl-rerank-v2-instruct-multilingual-1b-nvfp4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use ContextualAI/ctxl-rerank-v2-instruct-multilingual-1b-nvfp4 with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModelForMultimodalLM
    
    tokenizer = AutoTokenizer.from_pretrained("ContextualAI/ctxl-rerank-v2-instruct-multilingual-1b-nvfp4")
    model = AutoModelForMultimodalLM.from_pretrained("ContextualAI/ctxl-rerank-v2-instruct-multilingual-1b-nvfp4")
  • Notebooks
  • Google Colab
  • Kaggle
ctxl-rerank-v2-instruct-multilingual-1b-nvfp4
2.28 GB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 6 commits
sheshansh-ctx's picture
sheshansh-ctx
Fix example outputs, and add warning
95f4391 verified 6 months ago
  • .gitattributes
    1.63 kB
    Initial Private Upload 10 months ago
  • Contextual_AI_Brand_Mark_Dark.png
    14.1 kB
    Upload Contextual_AI_Brand_Mark_Dark.png 6 months ago
  • README.md
    5.9 kB
    Fix example outputs, and add warning 6 months ago
  • added_tokens.json
    8.61 kB
    Initial Private Upload 10 months ago
  • chat_template.jinja
    4.17 kB
    Initial Private Upload 10 months ago
  • config.json
    2.22 kB
    Initial Private Upload 10 months ago
  • generation_config.json
    214 Bytes
    Initial Private Upload 10 months ago
  • main_benchmark.png
    154 kB
    xet
    Initial Private Upload 10 months ago
  • merges.txt
    1.67 MB
    Initial Private Upload 10 months ago
  • model.safetensors
    2.26 GB
    xet
    Initial Private Upload 10 months ago
  • special_tokens_map.json
    601 Bytes
    Initial Private Upload 10 months ago
  • tokenizer.json
    11.5 MB
    xet
    Initial Private Upload 10 months ago
  • tokenizer_config.json
    54.4 kB
    Initial Private Upload 10 months ago
  • vocab.json
    2.78 MB
    Initial Private Upload 10 months ago