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  Multilingual language models have many deployment challenges.
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  ![Deployment Challenges](DeploymentChallenges.png)
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- Can we create multilingual models that maintain performance comparable to their larger models while reducing size, latency and inference speeds running in production with huge batch sizes?
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  ![MemoryVariations through time](MemoryVariations(Latency).png)
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  # Techniques:
 
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  Multilingual language models have many deployment challenges.
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  ![Deployment Challenges](DeploymentChallenges.png)
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+ Can we create multilingual models that maintain performance comparable to their corresponding larger models while reducing size, latency and increase inference speeds with huge batch sizes in production?
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  ![MemoryVariations through time](MemoryVariations(Latency).png)
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  # Techniques: