feat: enable SGLANG_PATCH_TOKENIZER by default

[ByronHsu]

Default matches the existing TODO in environ.py. Kimi tiktoken tokenizers benefit from cached all_special_tokens / all_special_ids. Users can set SGLANG_PATCH_TOKENIZER=0 to restore the previous behavior.

Ref: #16427
Made-with: Cursor

Motivation

Modifications

Accuracy Tests

Speed Tests and Profiling

Before

    "itl_s": {
      "mean": 0.028426,
      "count": 390144.0,
      "p10": 0.020817,
      "p25": 0.02406,
      "p50": 0.027877,
      "p95": 0.039779,
      "p99": 0.057552
    },

After

"itl_s": {
      "mean": 0.212692,
      "count": 79872.0,
      "p10": 0.103815,
      "p25": 0.132615,
      "p50": 0.180615,
      "p95": 0.37494,
      "p99": 0.394988
    },

Checklist

• Format your code according to the Format code with pre-commit.
• Add unit tests according to the Run and add unit tests.
• Update documentation according to Write documentations.
• Provide accuracy and speed benchmark results according to Test the accuracy and Benchmark the speed.
• Follow the SGLang code style guidance.

Review and Merge Process

1. Ping Merge Oncalls to start the process. See the PR Merge Process.
2. Get approvals from CODEOWNERS and other reviewers.
3. Trigger CI tests with comments or contact authorized users to do so.
   • Common commands include /tag-and-rerun-ci, /tag-run-ci-label, /rerun-failed-ci
4. After green CI and required approvals, ask Merge Oncalls or people with Write permission to merge the PR.

[gemini-code-assist]

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[ch-wan]

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