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@@ -68,7 +68,7 @@ This adapter is intended for:
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  - Generated chain-of-thought content should not be assumed to be factual.
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  Status: This is exploratory work and is still under development. (!!!)
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- This is an exploratory work to understand current state of the art techniques to teach models to reason. Most of the outputs are incorrect however, cool generalization ideas have been observed, for example, asking the model in galician makes the model to reason in galician,
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  future and current focuse is to improve performance with GSPO.
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  ## Usage
 
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  - Generated chain-of-thought content should not be assumed to be factual.
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  Status: This is exploratory work and is still under development. (!!!)
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+ This is an exploratory work to understand current state of the art techniques to teach models to reason. Most of the outputs are incorrect however, cool generalization sings have been observed, for example, asking the model in galician makes the model to reason in galician,
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  future and current focuse is to improve performance with GSPO.
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  ## Usage