Text Classification
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@@ -59,7 +59,7 @@ python inference.py \
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  ## Usage Example
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  This example shows a typical workflow for a **single user**:
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- 1) encode text pairs with Skywork-Reward-V2-Llama-3.1-8B into embeddings,
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  2) adapt the MRM on the user's few-shot examples (update `shared_weight` only),
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  3) run inference on new pairs for that same user.
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  ## Usage Example
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  This example shows a typical workflow for a **single user**:
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+ 1) encode text pairs with Skywork/Skywork-Reward-V2-Llama-3.1-8B into embeddings,
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  2) adapt the MRM on the user's few-shot examples (update `shared_weight` only),
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  3) run inference on new pairs for that same user.
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