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Update README.md

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Added redirect for Optimum support

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  # Neuronx model for Zephyr-7b-beta
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  This repository contains [AWS Inferentia2](https://aws.amazon.com/ec2/instance-types/inf2/) and [neuronx](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/) compatible checkpoints for [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta).
 
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+ # Please read
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+ Zephyr is now supported by optimum. See [aws-neuron/zephyr-7b-seqlen-2048-bs-4-cores-2](https://huggingface.co/aws-neuron/zephyr-7b-seqlen-2048-bs-4-cores-2) for an updated model.
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  # Neuronx model for Zephyr-7b-beta
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  This repository contains [AWS Inferentia2](https://aws.amazon.com/ec2/instance-types/inf2/) and [neuronx](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/) compatible checkpoints for [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta).