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src/MaxText/examples/grpo_llama3_1_70b_demo_pw.py

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# We use Tunix as the library for GRPO.
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# And we use vLLM as the library for efficient model inference and generation.
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#
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# In this tutorial we use a single host TPUVM such as `v6e-8/v5p-8`. Let's get started!
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# In this tutorial we use `v5p-256` or `v5p-128`. Let's get started!
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# ## Install necessary libraries

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