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+ # OpenRubrics/RubricRM-8B-Judge
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+
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+ Finetuned checkpoint for rubric-based reward modeling / judging.
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+
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+ ## Usage
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+ ```python
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ model_id = "OpenRubrics/RubricRM-8B-Judge"
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+ tok = AutoTokenizer.from_pretrained(model_id, use_fast=True)
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+ model = AutoModelForCausalLM.from_pretrained(model_id, torch_dtype="auto")
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+ ```
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+
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+ ## Notes
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+ - Format: Transformers-compatible (config/tokenizer/weights).
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+ - Base: Qwen3 8B (Rubric-Aware Judge).
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+ - Files tracked with Git LFS.