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oklenAI
/
MathPinpoint-Judge-8B

Text Classification
Transformers
Safetensors
English
qwen3
math
retrieval
reranker
relevance
llm-as-a-judge
data-labeling
distillation
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use oklenAI/MathPinpoint-Judge-8B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use oklenAI/MathPinpoint-Judge-8B with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="oklenAI/MathPinpoint-Judge-8B")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("oklenAI/MathPinpoint-Judge-8B")
    model = AutoModelForSequenceClassification.from_pretrained("oklenAI/MathPinpoint-Judge-8B", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle

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Gated model
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Preview of files found in this repository
  • .gitattributes
    1.57 kB
    MathPinpoint-Judge-8B: the 8B relevance model behind MathPinpoint's rm8b labels 1 day ago
  • README.md
    11.8 kB
    Model card: written for people labeling their own data 1 day ago
  • config.json
    1.75 kB
    MathPinpoint-Judge-8B: the 8B relevance model behind MathPinpoint's rm8b labels 1 day ago
  • model.safetensors
    15.1 GB
    xet
    MathPinpoint-Judge-8B: the 8B relevance model behind MathPinpoint's rm8b labels 1 day ago
  • tokenizer.json
    11.4 MB
    xet
    MathPinpoint-Judge-8B: the 8B relevance model behind MathPinpoint's rm8b labels 1 day ago
  • tokenizer_config.json
    495 Bytes
    MathPinpoint-Judge-8B: the 8B relevance model behind MathPinpoint's rm8b labels 1 day ago