[sglang] feat: adapt for sglang+verl#3506
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This pull request introduces changes to support sglang on NPU devices. Key changes include refactoring NPU-specific utilities into a dedicated module, updating sglang import paths, and adding new example scripts for NPU execution. While the refactoring improves code organization, there are critical errors in the new example scripts that will likely cause them to fail.
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Co-authored-by: 1StepForever <wangww1Step@foxmail.com> Signed-off-by: lbk-sys <hello_lbk@163.com>
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Signed-off-by: lbk-sys <hello_lbk@163.com>
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| # Copied from https://github.com/Dao-AILab/flash-attention/blob/main/flash_attn/bert_padding.py | ||
| def unpad_input(hidden_states, attention_mask, unused_mask=None): |
Signed-off-by: lbk-sys <hello_lbk@163.com>
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### What does this PR do? support npu for verl + sglang ```python bash examples/grpo_trainer/run_qwen3_8b_grpo_sglang_1k_npu.sh ``` ### Accuracy test 8b： <img width="747" height="842" alt="8b" src="https://github.com/user-attachments/assets/f36ef25a-b32f-4c76-97d0-2e5fe53ff183" /> 30b： <img width="759" height="850" alt="30b" src="https://github.com/user-attachments/assets/97979002-7ebf-47fa-ae57-3e9b6637f12c" /> ### Test ### 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](https://github.com/volcengine/verl/blob/main/CONTRIBUTING.md). - [ ] 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` - [ ] Add / Update [the documentation](https://github.com/volcengine/verl/tree/main/docs). - [ ] 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: ... - [ ] 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).) --------- Signed-off-by: lbk-sys <hello_lbk@163.com> Co-authored-by: 1StepForever <wangww1Step@foxmail.com>
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### What does this PR do? support npu for verl + sglang ```python bash examples/grpo_trainer/run_qwen3_8b_grpo_sglang_1k_npu.sh ``` ### Accuracy test 8b： <img width="747" height="842" alt="8b" src="https://github.com/user-attachments/assets/f36ef25a-b32f-4c76-97d0-2e5fe53ff183" /> 30b： <img width="759" height="850" alt="30b" src="https://github.com/user-attachments/assets/97979002-7ebf-47fa-ae57-3e9b6637f12c" /> ### Test ### 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](https://github.com/volcengine/verl/blob/main/CONTRIBUTING.md). - [ ] 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` - [ ] Add / Update [the documentation](https://github.com/volcengine/verl/tree/main/docs). - [ ] 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: ... - [ ] 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).) --------- Signed-off-by: lbk-sys <hello_lbk@163.com> Co-authored-by: 1StepForever <wangww1Step@foxmail.com>
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### What does this PR do? support npu for verl + sglang ```python bash examples/grpo_trainer/run_qwen3_8b_grpo_sglang_1k_npu.sh ``` ### Accuracy test 8b： <img width="747" height="842" alt="8b" src="https://github.com/user-attachments/assets/f36ef25a-b32f-4c76-97d0-2e5fe53ff183" /> 30b： <img width="759" height="850" alt="30b" src="https://github.com/user-attachments/assets/97979002-7ebf-47fa-ae57-3e9b6637f12c" /> ### Test ### 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](https://github.com/volcengine/verl/blob/main/CONTRIBUTING.md). - [ ] 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` - [ ] Add / Update [the documentation](https://github.com/volcengine/verl/tree/main/docs). - [ ] 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: ... - [ ] 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).) --------- Signed-off-by: lbk-sys <hello_lbk@163.com> Co-authored-by: 1StepForever <wangww1Step@foxmail.com>
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### What does this PR do? support npu for verl + sglang ```python bash examples/grpo_trainer/run_qwen3_8b_grpo_sglang_1k_npu.sh ``` ### Accuracy test 8b： <img width="747" height="842" alt="8b" src="https://github.com/user-attachments/assets/f36ef25a-b32f-4c76-97d0-2e5fe53ff183" /> 30b： <img width="759" height="850" alt="30b" src="https://github.com/user-attachments/assets/97979002-7ebf-47fa-ae57-3e9b6637f12c" /> ### Test ### 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](https://github.com/volcengine/verl/blob/main/CONTRIBUTING.md). - [ ] 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` - [ ] Add / Update [the documentation](https://github.com/volcengine/verl/tree/main/docs). - [ ] 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: ... - [ ] 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).) --------- Signed-off-by: lbk-sys <hello_lbk@163.com> Co-authored-by: 1StepForever <wangww1Step@foxmail.com>
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### What does this PR do? support npu for verl + sglang ```python bash examples/grpo_trainer/run_qwen3_8b_grpo_sglang_1k_npu.sh ``` ### Accuracy test 8b： <img width="747" height="842" alt="8b" src="https://github.com/user-attachments/assets/f36ef25a-b32f-4c76-97d0-2e5fe53ff183" /> 30b： <img width="759" height="850" alt="30b" src="https://github.com/user-attachments/assets/97979002-7ebf-47fa-ae57-3e9b6637f12c" /> ### Test ### 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](https://github.com/volcengine/verl/blob/main/CONTRIBUTING.md). - [ ] 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` - [ ] Add / Update [the documentation](https://github.com/volcengine/verl/tree/main/docs). - [ ] 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: ... - [ ] 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).) --------- Signed-off-by: lbk-sys <hello_lbk@163.com> Co-authored-by: 1StepForever <wangww1Step@foxmail.com>
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### What does this PR do? support npu for verl + sglang ```python bash examples/grpo_trainer/run_qwen3_8b_grpo_sglang_1k_npu.sh ``` ### Accuracy test 8b： <img width="747" height="842" alt="8b" src="https://github.com/user-attachments/assets/f36ef25a-b32f-4c76-97d0-2e5fe53ff183" /> 30b： <img width="759" height="850" alt="30b" src="https://github.com/user-attachments/assets/97979002-7ebf-47fa-ae57-3e9b6637f12c" /> ### Test ### 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](https://github.com/volcengine/verl/blob/main/CONTRIBUTING.md). - [ ] 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` - [ ] Add / Update [the documentation](https://github.com/volcengine/verl/tree/main/docs). - [ ] 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: ... - [ ] 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).) --------- Signed-off-by: lbk-sys <hello_lbk@163.com> Co-authored-by: 1StepForever <wangww1Step@foxmail.com>
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### What does this PR do? support npu for verl + sglang ```python bash examples/grpo_trainer/run_qwen3_8b_grpo_sglang_1k_npu.sh ``` ### Accuracy test 8b： <img width="747" height="842" alt="8b" src="https://github.com/user-attachments/assets/f36ef25a-b32f-4c76-97d0-2e5fe53ff183" /> 30b： <img width="759" height="850" alt="30b" src="https://github.com/user-attachments/assets/97979002-7ebf-47fa-ae57-3e9b6637f12c" /> ### Test ### 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](https://github.com/volcengine/verl/blob/main/CONTRIBUTING.md). - [ ] 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` - [ ] Add / Update [the documentation](https://github.com/volcengine/verl/tree/main/docs). - [ ] 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: ... - [ ] 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).) --------- Signed-off-by: lbk-sys <hello_lbk@163.com> Co-authored-by: 1StepForever <wangww1Step@foxmail.com>
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### What does this PR do? support npu for verl + sglang ```python bash examples/grpo_trainer/run_qwen3_8b_grpo_sglang_1k_npu.sh ``` ### Accuracy test 8b： <img width="747" height="842" alt="8b" src="https://github.com/user-attachments/assets/f36ef25a-b32f-4c76-97d0-2e5fe53ff183" /> 30b： <img width="759" height="850" alt="30b" src="https://github.com/user-attachments/assets/97979002-7ebf-47fa-ae57-3e9b6637f12c" /> ### Test ### 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](https://github.com/volcengine/verl/blob/main/CONTRIBUTING.md). - [ ] 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` - [ ] Add / Update [the documentation](https://github.com/volcengine/verl/tree/main/docs). - [ ] 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: ... - [ ] 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).) --------- Signed-off-by: lbk-sys <hello_lbk@163.com> Co-authored-by: 1StepForever <wangww1Step@foxmail.com>
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### What does this PR do? support npu for verl + sglang ```python bash examples/grpo_trainer/run_qwen3_8b_grpo_sglang_1k_npu.sh ``` ### Accuracy test 8b： <img width="747" height="842" alt="8b" src="https://github.com/user-attachments/assets/f36ef25a-b32f-4c76-97d0-2e5fe53ff183" /> 30b： <img width="759" height="850" alt="30b" src="https://github.com/user-attachments/assets/97979002-7ebf-47fa-ae57-3e9b6637f12c" /> ### Test ### 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](https://github.com/volcengine/verl/blob/main/CONTRIBUTING.md). - [ ] 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` - [ ] Add / Update [the documentation](https://github.com/volcengine/verl/tree/main/docs). - [ ] 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: ... - [ ] 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).) --------- Signed-off-by: lbk-sys <hello_lbk@163.com> Co-authored-by: 1StepForever <wangww1Step@foxmail.com>
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What does this PR do?
support npu for verl + sglang
Accuracy test
8b：
30b：
Test
Design & Code Changes
Checklist Before Submitting
Important
Please check all the following items before requesting a review, otherwise the reviewer might deprioritize this PR for review.
pre-commit install && pre-commit run --all-files --show-diff-on-failure --color=alwaysci-requestchannel in theverlSlack workspace. (If not accessible, please try the Feishu group (飞书群).)