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README.md
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dtype: bfloat16\```
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PruneMe has been utilized using the AgentWaller/dutch-oasst1 dataset by investigating layer similarity with 4000 samples. The layer ranges for pruning were determined based on this analysis to maintain performance while reducing model size.
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/660c0a02cf274b3ab77dd6b7/PF3SzEhQRJPXyYi2KqS1A.png)
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merge_method: passthrough
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dtype: bfloat16\```
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[PruneMe](https://github.com/arcee-ai/PruneMe) has been utilized using the AgentWaller/dutch-oasst1 dataset by investigating layer similarity with 4000 samples. The layer ranges for pruning were determined based on this analysis to maintain performance while reducing model size.
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/660c0a02cf274b3ab77dd6b7/PF3SzEhQRJPXyYi2KqS1A.png)
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