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@@ -32,7 +32,6 @@ We fine-tuned [google/gemma-2-9b-it](https://huggingface.co/google/gemma-2-9b-it
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  - **Repository:** https://github.com/princeton-nlp/SimPO
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  - **Paper:** https://arxiv.org/pdf/2405.14734
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- - **Demo:** Soon to be alive
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  ## How to Get Started with the Model
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  #### Training Hyperparameters
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- [TO BE FILLED LATER]
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  #### Speeds, Sizes, Times
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  - **Repository:** https://github.com/princeton-nlp/SimPO
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  - **Paper:** https://arxiv.org/pdf/2405.14734
 
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  ## How to Get Started with the Model
 
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  #### Training Hyperparameters
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+ The hyperparameters used can be found in the [training script](https://github.com/princeton-nlp/SimPO/blob/main/training_configs/gemma-2-9b-it-simpo.yaml).
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  #### Speeds, Sizes, Times
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