[rollout] chore: bump up trtllm version to 1.3.0rc10

[Superjomn]

What does this PR do?

This PR bump up the trtllm docker image to v1.3.0rc10.

Checklist Before Starting

• Search for similar PRs. Paste at least one query link here: ...
• Format the PR title as [{modules}] {type}: {description} (This will be checked by the CI)
  • {modules} include fsdp, megatron, veomni, sglang, vllm, rollout, trainer, ci, training_utils, recipe, hardware, deployment, ray, worker, single_controller, misc, perf, model, algo, env, tool, ckpt, doc, data, cfg, reward, fully_async, one_step_off
  • If this PR involves multiple modules, separate them with , like [megatron, fsdp, doc]
  • {type} is in feat, fix, refactor, chore, test
  • If this PR breaks any API (CLI arguments, config, function signature, etc.), add [BREAKING] to the beginning of the title.
  • Example: [BREAKING][fsdp, megatron] feat: dynamic batching

Test

For changes that can not be tested by CI (e.g., algorithm implementation, new model support), validate by experiment(s) and show results like training curve plots, evaluation results, etc.

API and Usage Example

Demonstrate how the API changes if any, and provide usage example(s) if possible.

# Add code snippet or script demonstrating how to use this

Design & Code Changes

Demonstrate the high-level design if this PR is complex, and list the specific changes.

Checklist Before Submitting

Important

Please check all the following items before requesting a review, otherwise the reviewer might deprioritize this PR for review.

• Read the Contribute Guide.
• Apply pre-commit checks: pre-commit install && pre-commit run --all-files --show-diff-on-failure --color=always
• Add / Update the documentation.
• Add unit or end-to-end test(s) to the CI workflow to cover all the code. If not feasible, explain why: ...
• Once your PR is ready for CI, send a message in the ci-request channel in the verl Slack workspace. (If not accessible, please try the Feishu group (飞书群).)
• If your PR is related to the recipe submodule, please also update the reference to the submodule commit via git submodule update --remote or cd recipe && git pull origin main.

[gemini-code-assist]

Code Review

This pull request updates the TRT-LLM rollout implementation and Docker environment, including upgrading Megatron-LM to v0.16.0 and transitioning to SleepConfig for server management. It also removes the single-node restriction for TRT-LLM replicas. Review feedback points out that using a branch name for the DeepEP dependency in the Dockerfile compromises build reproducibility and identifies a potential IndexError in the placement group indexing logic that requires a bounds check.

[wuxibin89]

Should we also bump ci image?

[hchings]

Can you cherry-pick this commit as well? 4d36c21

Other than that, LGTM.

[hchings]

Please address the cherry-pick comment. Other parts LGTM.

[hchings]

@Superjomn Is this section for backward compatibility (for older trtllm version before we have the fine-grained labels)? If yes, then it should be exactly the same as the old tags at https://github.com/verl-project/verl/pull/5841/changes#diff-4d19b99d5dc8054a16c391ce00301671727c4c3549ecb6d904d33c2aa1f552beL263 (aka without model_weights and draft_model_weights). Otherwise I think it'll error out.

[Superjomn]

Sure, let me update it.