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  ## Benchmarks
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- We report in the following table our internal pipeline benchmarks:
 
 
 
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  ## Benchmarks
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+ We report in the following table our internal pipeline benchmarks.
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+ - We use [lm-evaluation harness](https://github.com/EleutherAI/lm-evaluation-harness).
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+ - We report **raw scores** obtained by applying chat template **without fewshot_as_multiturn** (unlike Llama3.1).
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+ - We use same batch-size across all models.
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