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  # Gemma Advanced V2.1
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- This is a merge of the 'smartest' advanced fine-tunes available for Gemma-2-9b-it.
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  ## Notes and observations:
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  * The extreme temperature sensitivity from V1 has been fixed, no longer needs to be run at lower temperatures
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  * I'm looking for a job, if you're hiring. I'm a skilled Python developer who brings strong devops skills along with an ever-growing knowledge of machine learning pipelines and models. Message me if you want to talk about what I can bring to your team.
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  * Overall, this feels like a very useful and successful merge.
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- GGUFs here: https://huggingface.co/jsgreenawalt/gemma-2-9B-it-advanced-v2.1-GGUF
 
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  # sample ollama Modelfile
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  ```yaml
 
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  ---
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  # Gemma Advanced V2.1
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+ This is a merge of the 'smartest' advanced fine-tunes available for Gemma-2-9b-it. It includes WPO, SimPO, and SPPO. The merge was performed via the SOTA 'della' merge method. Merge parameters have been hand-tuned for best results. The Q8_0 quant is highly recommended.
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  ## Notes and observations:
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  * The extreme temperature sensitivity from V1 has been fixed, no longer needs to be run at lower temperatures
 
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  * I'm looking for a job, if you're hiring. I'm a skilled Python developer who brings strong devops skills along with an ever-growing knowledge of machine learning pipelines and models. Message me if you want to talk about what I can bring to your team.
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  * Overall, this feels like a very useful and successful merge.
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+ Quantized GGUFs can be found here: https://huggingface.co/jsgreenawalt/gemma-2-9B-it-advanced-v2.1-GGUF
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+ I'll link to other quants as they appear.
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  # sample ollama Modelfile
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  ```yaml