[GH-ISSUE #2476] [Usage]: How mature is the TENT engine? Is it recommended to use it in the production system? #659

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opened 2026-10-29 21:17:45 +00:00 by bsakaguchi · 2 comments
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Originally created by @rookiedali on GitHub (Jun 15, 2026).
Original GitHub issue: https://github.com/kvcache-ai/Mooncake/issues/2476

Originally assigned to: @alogfans, @rookiedali on GitHub.

Describe your usage question

When I was using the official vLLM image V21.0 and the mooncake version is 0.3.11.post1, the tent package was not included by default. However, after reading the source code, it seems that the reliability of TENT is stronger compared to traditional TE.

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  • Make sure you already searched for relevant issues and read the documentation
Originally created by @rookiedali on GitHub (Jun 15, 2026). Original GitHub issue: https://github.com/kvcache-ai/Mooncake/issues/2476 Originally assigned to: @alogfans, @rookiedali on GitHub. ### Describe your usage question When I was using the official vLLM image V21.0 and the mooncake version is 0.3.11.post1, the tent package was not included by default. However, after reading the source code, it seems that the reliability of TENT is stronger compared to traditional TE. ### Before submitting a new issue... - [x] Make sure you already searched for relevant issues and read the [documentation](https://kvcache-ai.github.io/Mooncake/)
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@github-actions[bot] commented on GitHub (Jun 15, 2026):

Thanks for opening this issue, @rookiedali!

Field Value
Issue #2476
GitHub user ID 50963059
Reporter @rookiedali

A maintainer will triage this when possible. To help us respond faster, please include:

  • Mooncake version or commit SHA
  • Environment (OS, CUDA/driver, RDMA stack if relevant)
  • Steps to reproduce and expected vs. actual behavior

Useful links: Documentation · Contributing guide

This message was posted automatically by the issue bot.

<!-- gh-comment-id:4705188072 --> @github-actions[bot] commented on GitHub (Jun 15, 2026): Thanks for opening this issue, @rookiedali! | Field | Value | |-------|-------| | **Issue** | #2476 | | **GitHub user ID** | `50963059` | | **Reporter** | @rookiedali | A maintainer will triage this when possible. To help us respond faster, please include: - Mooncake version or commit SHA - Environment (OS, CUDA/driver, RDMA stack if relevant) - Steps to reproduce and expected vs. actual behavior Useful links: [Documentation](https://kvcache-ai.github.io/Mooncake/) · [Contributing guide](https://github.com/kvcache-ai/Mooncake/blob/main/CONTRIBUTING.md) > This message was posted automatically by the issue bot.
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@alogfans commented on GitHub (Jun 24, 2026):

Theortically speaking TENT improves robustness and extensibility, currently we recommend user to perform test runs for a seperate small cluster first.

<!-- gh-comment-id:4786609833 --> @alogfans commented on GitHub (Jun 24, 2026): Theortically speaking TENT improves robustness and extensibility, currently we recommend user to perform test runs for a seperate small cluster first.
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kvcache-ai/Mooncake#659
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