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@@ -32,14 +32,9 @@ THE JAX/FLAX version of model is available both for training and usage
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  ## Examples 🚀
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  ```text
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- CONVERSATION: USER: how can I start to work out more \n
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- ```
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- ```text
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- Q&A: USER: how can I start to work out more \n
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- ```
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- ```text
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- INFO: USER: how can I start to work out more \n
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  ```
 
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  For Byte by Byte Generation, You can use this code
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  ```python
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  # It's recommended to use PipeLine
@@ -153,8 +148,8 @@ if __name__ == "__main__":
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  - what is LGeM, LGeM is a CausalLM Model that is trained on self instruct data (Alpaca data) and for initialization of the first train of the main model (weights are available) I used pre weights from Alpaca LoRA (open source)
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  - it's Decoder Only
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- - built-in Pytorch
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- - you can simply import models like
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  ```python
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  # Pytorch
 
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  ## Examples 🚀
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  ```text
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+ <\s><|prompter|> TEXT <\s><|ai|>
 
 
 
 
 
 
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  ```
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+
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  For Byte by Byte Generation, You can use this code
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  ```python
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  # It's recommended to use PipeLine
 
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  - what is LGeM, LGeM is a CausalLM Model that is trained on self instruct data (Alpaca data) and for initialization of the first train of the main model (weights are available) I used pre weights from Alpaca LoRA (open source)
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  - it's Decoder Only
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+ - built-in Pytorch and Jax
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+ - you can simply import models like (In EasyDeL or OST Library)
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  ```python
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  # Pytorch