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Based on some research, when a finetuned model is merged with its base model with TIES method, there is possibility the merged model will achieve better output.
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UPDATE!!! as 20 November 2024, this model is third best model on HF's Open LLM Leaderboard (with Merge/MoErges checked)
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/642b04e4ecec03b44649e318/8Hv3YtWtzzFlJ0_kUpsT7.png)
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Based on some research, when a finetuned model is merged with its base model with TIES method, there is possibility the merged model will achieve better output.
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UPDATE!!! as 20 November 2024, this model is third best model on HF's Open LLM Leaderboard (with Merge/MoErges checked) for LLM model below 10B parameters.
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/642b04e4ecec03b44649e318/8Hv3YtWtzzFlJ0_kUpsT7.png)
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