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[trainer] fix: Import flash attn utils for Transformers higher than 4.55.0#3596

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[trainer] fix: Import flash attn utils for Transformers higher than 4.55.0#3596
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Import the index_first_axis, pad_input, unpad_input, etc in a different way to handle the case for Transformers version higher than v4.55.0

Screenshot 2025-09-24 at 2 44 30 PM

Since the modification of PR40002 in Transformers, index_first_axis, pad_input, unpad_input have been moved to the transformers.modeling_falsh_attention_utils. The original import way for NPU cannot handle it.

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…nt way to handle the case for Transformers version higher than v4.55.0
@A1waysBeenHere A1waysBeenHere marked this pull request as ready for review September 24, 2025 06:47
@vermouth1992 vermouth1992 merged commit ba85551 into verl-project:main Sep 24, 2025
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wuxibin89 pushed a commit that referenced this pull request Sep 26, 2025
… higher than 4.55.0 (#3608)

### What does this PR do?

Ref to #3596, more import fix for transformers version higher than
4.55.0

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
review.

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masoudhashemi pushed a commit to masoudhashemi/verl that referenced this pull request Oct 19, 2025
….55.0 (verl-project#3596)

Import the index_first_axis, pad_input, unpad_input, etc in a different
way to handle the case for Transformers version higher than v4.55.0

<img width="1372" height="58" alt="Screenshot 2025-09-24 at 2 44 30 PM"
src="https://github.com/user-attachments/assets/fda7196b-2128-425b-ba15-9951fae39ee2"
/>

Since the modification of
[PR40002](huggingface/transformers#40002) in
Transformers, `index_first_axis, pad_input, unpad_input` have been moved
to the `transformers.modeling_falsh_attention_utils`. The original
import way for NPU cannot handle it.


### What does this PR do?

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
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---------

Co-authored-by: A1wayzBeenHere <moyicong@h-partners.com>
Co-authored-by: Huazhong <hzji210@gmail.com>
masoudhashemi pushed a commit to masoudhashemi/verl that referenced this pull request Oct 19, 2025
…mers version higher than 4.55.0 (verl-project#3608)

### What does this PR do?

Ref to verl-project#3596, more import fix for transformers version higher than
4.55.0

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
review.

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techkang pushed a commit to techkang/verl that referenced this pull request Oct 31, 2025
….55.0 (verl-project#3596)

Import the index_first_axis, pad_input, unpad_input, etc in a different
way to handle the case for Transformers version higher than v4.55.0

<img width="1372" height="58" alt="Screenshot 2025-09-24 at 2 44 30 PM"
src="https://github.com/user-attachments/assets/fda7196b-2128-425b-ba15-9951fae39ee2"
/>

Since the modification of
[PR40002](huggingface/transformers#40002) in
Transformers, `index_first_axis, pad_input, unpad_input` have been moved
to the `transformers.modeling_falsh_attention_utils`. The original
import way for NPU cannot handle it.


### What does this PR do?

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
review.

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---------

Co-authored-by: A1wayzBeenHere <moyicong@h-partners.com>
Co-authored-by: Huazhong <hzji210@gmail.com>
techkang pushed a commit to techkang/verl that referenced this pull request Oct 31, 2025
…mers version higher than 4.55.0 (verl-project#3608)

### What does this PR do?

Ref to verl-project#3596, more import fix for transformers version higher than
4.55.0

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
review.

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mtian8 pushed a commit to mtian8/verl that referenced this pull request Nov 1, 2025
….55.0 (verl-project#3596)

Import the index_first_axis, pad_input, unpad_input, etc in a different
way to handle the case for Transformers version higher than v4.55.0

<img width="1372" height="58" alt="Screenshot 2025-09-24 at 2 44 30 PM"
src="https://github.com/user-attachments/assets/fda7196b-2128-425b-ba15-9951fae39ee2"
/>

Since the modification of
[PR40002](huggingface/transformers#40002) in
Transformers, `index_first_axis, pad_input, unpad_input` have been moved
to the `transformers.modeling_falsh_attention_utils`. The original
import way for NPU cannot handle it.


### What does this PR do?

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
review.

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---------

Co-authored-by: A1wayzBeenHere <moyicong@h-partners.com>
Co-authored-by: Huazhong <hzji210@gmail.com>
mtian8 pushed a commit to mtian8/verl that referenced this pull request Nov 1, 2025
…mers version higher than 4.55.0 (verl-project#3608)

### What does this PR do?

Ref to verl-project#3596, more import fix for transformers version higher than
4.55.0

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
review.

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wangboxiong320 pushed a commit to wangboxiong320/verl that referenced this pull request Nov 1, 2025
….55.0 (verl-project#3596)

Import the index_first_axis, pad_input, unpad_input, etc in a different
way to handle the case for Transformers version higher than v4.55.0

<img width="1372" height="58" alt="Screenshot 2025-09-24 at 2 44 30 PM"
src="https://github.com/user-attachments/assets/fda7196b-2128-425b-ba15-9951fae39ee2"
/>

Since the modification of
[PR40002](huggingface/transformers#40002) in
Transformers, `index_first_axis, pad_input, unpad_input` have been moved
to the `transformers.modeling_falsh_attention_utils`. The original
import way for NPU cannot handle it.


### What does this PR do?

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accomplish. Reference related GitHub issues and PRs that help with the
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---------

Co-authored-by: A1wayzBeenHere <moyicong@h-partners.com>
Co-authored-by: Huazhong <hzji210@gmail.com>
wangboxiong320 pushed a commit to wangboxiong320/verl that referenced this pull request Nov 1, 2025
…mers version higher than 4.55.0 (verl-project#3608)

### What does this PR do?

Ref to verl-project#3596, more import fix for transformers version higher than
4.55.0

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chenjiaoAngel added a commit to chenjiaoAngel/verl that referenced this pull request Nov 14, 2025
….55.0 (verl-project#3596)

Import the index_first_axis, pad_input, unpad_input, etc in a different
way to handle the case for Transformers version higher than v4.55.0

<img width="1372" height="58" alt="Screenshot 2025-09-24 at 2 44 30 PM"
src="https://github.com/user-attachments/assets/fda7196b-2128-425b-ba15-9951fae39ee2"
/>

Since the modification of
[PR40002](huggingface/transformers#40002) in
Transformers, `index_first_axis, pad_input, unpad_input` have been moved
to the `transformers.modeling_falsh_attention_utils`. The original
import way for NPU cannot handle it.


### What does this PR do?

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
review.

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---------

Co-authored-by: A1wayzBeenHere <moyicong@h-partners.com>
Co-authored-by: Huazhong <hzji210@gmail.com>
chenjiaoAngel added a commit to chenjiaoAngel/verl that referenced this pull request Nov 14, 2025
…mers version higher than 4.55.0 (verl-project#3608)

### What does this PR do?

Ref to verl-project#3596, more import fix for transformers version higher than
4.55.0

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
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chenhaiq pushed a commit to The-Hierophant/verl-1 that referenced this pull request Nov 18, 2025
….55.0 (verl-project#3596)

Import the index_first_axis, pad_input, unpad_input, etc in a different
way to handle the case for Transformers version higher than v4.55.0

<img width="1372" height="58" alt="Screenshot 2025-09-24 at 2 44 30 PM"
src="https://github.com/user-attachments/assets/fda7196b-2128-425b-ba15-9951fae39ee2"
/>

Since the modification of
[PR40002](huggingface/transformers#40002) in
Transformers, `index_first_axis, pad_input, unpad_input` have been moved
to the `transformers.modeling_falsh_attention_utils`. The original
import way for NPU cannot handle it.


### What does this PR do?

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
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---------

Co-authored-by: A1wayzBeenHere <moyicong@h-partners.com>
Co-authored-by: Huazhong <hzji210@gmail.com>
chenhaiq pushed a commit to The-Hierophant/verl-1 that referenced this pull request Nov 18, 2025
…mers version higher than 4.55.0 (verl-project#3608)

### What does this PR do?

Ref to verl-project#3596, more import fix for transformers version higher than
4.55.0

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
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NenoL2001 pushed a commit to NenoL2001/verl that referenced this pull request Nov 26, 2025
….55.0 (verl-project#3596)

Import the index_first_axis, pad_input, unpad_input, etc in a different
way to handle the case for Transformers version higher than v4.55.0

<img width="1372" height="58" alt="Screenshot 2025-09-24 at 2 44 30 PM"
src="https://github.com/user-attachments/assets/fda7196b-2128-425b-ba15-9951fae39ee2"
/>

Since the modification of
[PR40002](huggingface/transformers#40002) in
Transformers, `index_first_axis, pad_input, unpad_input` have been moved
to the `transformers.modeling_falsh_attention_utils`. The original
import way for NPU cannot handle it.


### What does this PR do?

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
review.

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---------

Co-authored-by: A1wayzBeenHere <moyicong@h-partners.com>
Co-authored-by: Huazhong <hzji210@gmail.com>
NenoL2001 pushed a commit to NenoL2001/verl that referenced this pull request Nov 26, 2025
…mers version higher than 4.55.0 (verl-project#3608)

### What does this PR do?

Ref to verl-project#3596, more import fix for transformers version higher than
4.55.0

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accomplish. Reference related GitHub issues and PRs that help with the
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TimurTaepov pushed a commit to giorgossideris/verl that referenced this pull request Dec 20, 2025
….55.0 (verl-project#3596)

Import the index_first_axis, pad_input, unpad_input, etc in a different
way to handle the case for Transformers version higher than v4.55.0

<img width="1372" height="58" alt="Screenshot 2025-09-24 at 2 44 30 PM"
src="https://github.com/user-attachments/assets/fda7196b-2128-425b-ba15-9951fae39ee2"
/>

Since the modification of
[PR40002](huggingface/transformers#40002) in
Transformers, `index_first_axis, pad_input, unpad_input` have been moved
to the `transformers.modeling_falsh_attention_utils`. The original
import way for NPU cannot handle it.


### What does this PR do?

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
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---------

Co-authored-by: A1wayzBeenHere <moyicong@h-partners.com>
Co-authored-by: Huazhong <hzji210@gmail.com>
TimurTaepov pushed a commit to giorgossideris/verl that referenced this pull request Dec 20, 2025
…mers version higher than 4.55.0 (verl-project#3608)

### What does this PR do?

Ref to verl-project#3596, more import fix for transformers version higher than
4.55.0

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
review.

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vyomakesh0728 added a commit to vyomakesh0728/verl that referenced this pull request Jan 22, 2026
….55.0 (verl-project#3596)

Import the index_first_axis, pad_input, unpad_input, etc in a different
way to handle the case for Transformers version higher than v4.55.0

<img width="1372" height="58" alt="Screenshot 2025-09-24 at 2 44 30 PM"
src="https://github.com/user-attachments/assets/fda7196b-2128-425b-ba15-9951fae39ee2"
/>

Since the modification of
[PR40002](huggingface/transformers#40002) in
Transformers, `index_first_axis, pad_input, unpad_input` have been moved
to the `transformers.modeling_falsh_attention_utils`. The original
import way for NPU cannot handle it.


### What does this PR do?

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
review.

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---------

Co-authored-by: A1wayzBeenHere <moyicong@h-partners.com>
Co-authored-by: Huazhong <hzji210@gmail.com>
vyomakesh0728 added a commit to vyomakesh0728/verl that referenced this pull request Jan 22, 2026
…mers version higher than 4.55.0 (verl-project#3608)

### What does this PR do?

Ref to verl-project#3596, more import fix for transformers version higher than
4.55.0

> Add **concise** overview of what this PR aims to achieve or
accomplish. Reference related GitHub issues and PRs that help with the
review.

### Checklist Before Starting

- [x] Search for similar PRs. Paste at least one query link here: ...
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`env`, `tool`, `ckpt`, `doc`, `data`
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