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@yweng0828 yweng0828 commented Oct 22, 2025

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Description

In this PR, we implemented the runtime logic for the draft token tree. Given the improved performance of capturable drafting loops (CDL), our implementation is also based on CDL. A non-CDL draft PR is available here, but it's not considered for merging: #8109

With this PR, we now have the following features:

  1. After the target model completes the prefill phase, the draft model will generate draft tokens based on the static tree.
  2. These draft tokens are passed to the target model and forwarded using XQA.
  3. Validate which of these draft tokens can be accepted.
  4. Generate draft tokens for the first generation step.

Unverified:

  1. A new round of validation requires KV cache rewind for the target model (https://github.com/NVIDIA/TensorRT-LLM/pull/8421/files). This will be further tested and updated in a subsequent PR.
  2. trtllm-bench test
  3. disagg test

Required tests for this PR before merging:
[x] Verify that the current implementation is compatible with CUDA Graph
[x] Verify that this PR does not impact other existing functionality

For detailed changes, please refer to the image below:

draft_tokens_tree_details

Test Coverage

PR Checklist

Please review the following before submitting your PR:

  • PR description clearly explains what and why. If using CodeRabbit's summary, please make sure it makes sense.

  • PR Follows TRT-LLM CODING GUIDELINES to the best of your knowledge.

  • Test cases are provided for new code paths (see test instructions)

  • Any new dependencies have been scanned for license and vulnerabilities

  • CODEOWNERS updated if ownership changes

  • Documentation updated as needed

  • The reviewers assigned automatically/manually are appropriate for the PR.

  • Please check this after reviewing the above items as appropriate for this PR.

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@yweng0828 yweng0828 requested a review from mikeiovine October 22, 2025 15:12
Signed-off-by: Yue Weng <[email protected]>
@yweng0828 yweng0828 force-pushed the yweng/add_draft_token_tree_runtime_on_cdl branch from b0c522d to 040bc9a Compare October 23, 2025 06:11
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