[TPU] Add a case to cover RedHatAI/Meta-Llama-3.1-8B-Instruct-quantized.w8a8

[QiliangCui]

Essential Elements of an Effective PR Description Checklist

• The purpose of the PR, such as "Fix some issue (link existing issues this PR will resolve)".
• The test plan, such as providing test command.
• The test results, such as pasting the results comparison before and after, or e2e results

Purpose

Add a new test for TPU

Test Plan

After submission, enable it in ci-infra branch

[github-actions]

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🚀

[gemini-code-assist]

Summary of Changes

Hello @QiliangCui, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request introduces a new test configuration for the TPU CI/CD pipeline. Its primary purpose is to enable and define the specific environment variables required for testing the RedHatAI/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 model, ensuring its performance and functionality are validated within the TPU environment.

Highlights

• New Test Case Configuration: A new environment configuration file (.buildkite/scripts/tpu/quantized_v6e_1.env) has been added to define parameters for a new TPU test case.
• Model Specific Testing: The new configuration specifically targets the RedHatAI/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 model, setting up parameters like MAX_NUM_SEQS, MAX_NUM_BATCHED_TOKENS, MAX_MODEL_LEN, and EXPECTED_THROUGHPUT for its TPU performance validation.

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[QiliangCui]

@vanbasten23 @yaochengji

[gemini-code-assist]

Code Review

This pull request introduces a new environment configuration file for a TPU test case. My review focuses on improving the robustness and maintainability of this new configuration file by suggesting the adoption of a shell scripting best practice.

[yaochengji]

LGTM, thanks!