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- %# Gemma Fine-Tuned Model
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  This repository contains a fine-tuned version of the Gemma model, which is part of the GemMoE (Gemma Mixture of Experts) family of models. For more information about GemMoE, please refer to the official documentation [https://huggingface.co/Crystalcareai/GemMoE-Beta-1].
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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  model = AutoModelForCausalLM.from_pretrained("huggingface-username/gemma-fine-tuned")
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- tokenizer = AutoTokenizer.from_pretrained("huggingface-username/gemma-fine-tuned")%%
 
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+ ## Gemma Fine-Tuned Model
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  This repository contains a fine-tuned version of the Gemma model, which is part of the GemMoE (Gemma Mixture of Experts) family of models. For more information about GemMoE, please refer to the official documentation [https://huggingface.co/Crystalcareai/GemMoE-Beta-1].
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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  model = AutoModelForCausalLM.from_pretrained("huggingface-username/gemma-fine-tuned")
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+ tokenizer = AutoTokenizer.from_pretrained("huggingface-username/gemma-fine-tuned")