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[doc] fix: table column in document (#3430)
### What does this PR do? Added a missing column in Qwen3-30B-A3B MOE part. ### Checklist Before Starting - [X] Search for similar PRs. Paste at least one query link here: ... - [X] Format the PR title as `[{modules}] {type}: {description}` (This will be checked by the CI) - `{modules}` include `fsdp`, `megatron`, `sglang`, `vllm`, `rollout`, `trainer`, `ci`, `training_utils`, `recipe`, `hardware`, `deployment`, `ray`, `worker`, `single_controller`, `misc`, `perf`, `model`, `algo`, `env`, `tool`, `ckpt`, `doc`, `data` - 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 n/a ### API and Usage Example n/a ### Design & Code Changes n/a ### Checklist Before Submitting > [!IMPORTANT] > Please check all the following items before requesting a review, otherwise the reviewer might deprioritize this PR for review. - [X] Read the [Contribute Guide](https://github.com/volcengine/verl/blob/main/CONTRIBUTING.md). - [X] Apply [pre-commit checks](https://github.com/volcengine/verl/blob/main/CONTRIBUTING.md#code-linting-and-formatting): `pre-commit install && pre-commit run --all-files --show-diff-on-failure --color=always` - [ X] Add / Update [the documentation](https://github.com/volcengine/verl/tree/main/docs). - [ X] Add unit or end-to-end test(s) to [the CI workflow](https://github.com/volcengine/verl/tree/main/.github/workflows) to cover all the code. If not feasible, explain why: ... - [ X] Once your PR is ready for CI, send a message in [the `ci-request` channel](https://verl-project.slack.com/archives/C091TCESWB1) in [the `verl` Slack workspace](https://join.slack.com/t/verl-project/shared_invite/zt-3855yhg8g-CTkqXu~hKojPCmo7k_yXTQ). (If not accessible, please try [the Feishu group (飞书群)](https://applink.larkoffice.com/client/chat/chatter/add_by_link?link_token=772jd4f1-cd91-441e-a820-498c6614126a).)
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@ -59,17 +59,17 @@ To train your project, configure the following environment variables based on th
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### Benchmark
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Here are some benchmark results for DeepSeek / Qwen3-235B. All configurations match the recommended settings based on the number of GPUs.
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| model | num gpus | mean response length | rollout time(s) | GPU memory(GB) | CPU memory(GB) | mfu | step time(s) |
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| model | num gpus | mean response length | rollout time(s) | GPU memory(GB) | CPU memory(GB) | MFU | step time(s) |
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| -- | -- | -- | -- | -- | -- | -- | -- |
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| DeepSeek 671b | 96 | 1960 | 1050 | 66 | 1500 | 0.19 | 1700 |
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### Qwen3-30B-A3B MOE
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For Qwen3-30b, please refer to [examples/grpo_trainer/run_qwen3moe-30b_megatron_96gb.sh](https://github.com/volcengine/verl/blob/main/examples/grpo_trainer/run_qwen3moe-30b_megatron_96gb.sh]).
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For Qwen3-30b, please refer to [examples/grpo_trainer/run_qwen3moe-30b_megatron_96gb.sh](https://github.com/volcengine/verl/blob/main/examples/grpo_trainer/run_qwen3moe-30b_megatron_96gb.sh).
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To train your project, configure the following environment variables based on the number of available GPUs. These are recommended settings and can be adjusted based on your specific hardware.
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| num gpus | NNODES | TP | PP | EP | OFFLOAD_FRACTION | MFU |
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| -- | -- | -- | -- | -- | -- | -- |
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| num gpus | NNODES | TP | PP | EP | OFFLOAD_FRACTION | OFFLOAD_OPTIM | MFU |
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| -- | -- | -- | -- | -- | -- | -- | -- |
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| 8 | 1 | 1 | 1 | 8 | 1. | True | 0.4 |
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| 16 | 2 | 1 | 1 | 8 | 1. | True | 0.37 |
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| 32 | 4 | 1 | 1 | 8 | 1. | True | 0.31 |
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