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  MoLA-LM combines multiple LoRA adapters with an intelligent router to automatically select the best adapter for each input prompt. This approach enables specialized performance across different tasks while maintaining efficiency.
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/630f3e4002ce39336c411048/BPSMNsVAEHuODm7hi4mOA.png)
 
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  **Important Note**: *The v0.5 had issues with the lora applying part of the custom lm class and its router was a bit too small with little generalization.
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  In v0.6 and future models, all of these issues are/will be resolved.*
 
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  MoLA-LM combines multiple LoRA adapters with an intelligent router to automatically select the best adapter for each input prompt. This approach enables specialized performance across different tasks while maintaining efficiency.
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/630f3e4002ce39336c411048/Zqq0zSEO5WEvG1N4kBUWF.png)
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  **Important Note**: *The v0.5 had issues with the lora applying part of the custom lm class and its router was a bit too small with little generalization.
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  In v0.6 and future models, all of these issues are/will be resolved.*