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@@ -55,6 +55,13 @@ ltc_layers = 2
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  pip install transformers torch numpy
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  ```
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  ## Evaluation
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  I performed evaluation using the standard lm-evaluation-harness setup. Following similar methodology to TinyLlama and MicroLlama, I used acc_norm for most datasets except for winogrande and boolq which used acc as the metrics.
 
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  pip install transformers torch numpy
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  ```
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+ ## Inference
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+ This gist has full code for inference
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+
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+ ``` bash
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+ https://gist.github.com/harishsg993010/e632de8b15a3ab1ff03e3912f55109ea
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+ ```
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+
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  ## Evaluation
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  I performed evaluation using the standard lm-evaluation-harness setup. Following similar methodology to TinyLlama and MicroLlama, I used acc_norm for most datasets except for winogrande and boolq which used acc as the metrics.