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  Inspired by and featuring the Reflection Tuning technique pioneered by Matt Shumer (possibly earlier innovated by the team at Anthropic.)
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- *To the authors' knowledge, this is V4 of the first "reflection tuned" Llama 3.1 8B LLM*
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  **As per the inspiring model "mattshumer/Reflection-Llama-3.1-70B" (this mode was not used in the training process nor as a foundational model, but only served as inspiration) :**
 
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  Inspired by and featuring the Reflection Tuning technique pioneered by Matt Shumer (possibly earlier innovated by the team at Anthropic.)
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+ *To the authors' knowledge, this is V5 of the first "reflection tuned" Llama 3.1 8B LLM*
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  **As per the inspiring model "mattshumer/Reflection-Llama-3.1-70B" (this mode was not used in the training process nor as a foundational model, but only served as inspiration) :**