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[Model] Remove obsolete ERNIE models#45127

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youkaichao merged 4 commits into
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xianbaoqian:remove-ernie-bert-pooling
Jun 10, 2026
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[Model] Remove obsolete ERNIE models#45127
youkaichao merged 4 commits into
vllm-project:mainfrom
xianbaoqian:remove-ernie-bert-pooling

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@xianbaoqian

@xianbaoqian xianbaoqian commented Jun 10, 2026

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Removes ErnieModel, ErnieForSequenceClassification, and ErnieForTokenClassification, the BERT-like Chinese ERNIE-3.0 pooling stack originally added in #36385. The implementation lived in a self-contained ernie.py with no external imports.

Per vllm-release telemetry over the last 6 months: ErnieModel recorded 31 instances / 0.56 GPU-hours, vs. the Ernie 4.5 family's combined ~76,000 GPU-hours over the same window (~0.001%).
ErnieForSequenceClassification and ErnieForTokenClassification had zero recorded usage.

The newer Ernie 4.5 family (Ernie4_5ForCausalLM, Ernie4_5_MoeForCausalLM, Ernie4_5_VLMoeForConditionalGeneration, ErnieMTPModel) uses separate implementation files and is unaffected.

Purpose

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Test Result


Essential Elements of an Effective PR Description Checklist
  • The purpose of the PR, such as "Fix some issue (link existing issues this PR will resolve)".
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  • The test results, such as pasting the results comparison before and after, or e2e results
  • (Optional) The necessary documentation update, such as updating supported_models.md and examples for a new model.
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mergify Bot commented Jun 10, 2026

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@mergify mergify Bot added documentation Improvements or additions to documentation new-model Requests to new models labels Jun 10, 2026

@DarkLight1337 DarkLight1337 left a comment

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Please update _PREVIOUSLY_SUPPORTED_MODELS accordingly to direct users to use an older version of vLLM

@xianbaoqian xianbaoqian force-pushed the remove-ernie-bert-pooling branch from 2cce336 to 0ae5fbb Compare June 10, 2026 08:13
@DarkLight1337 DarkLight1337 enabled auto-merge (squash) June 10, 2026 08:14
@DarkLight1337 DarkLight1337 disabled auto-merge June 10, 2026 08:14
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@DarkLight1337 DarkLight1337 added the ready ONLY add when PR is ready to merge/full CI is needed label Jun 10, 2026
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Hi @xianbaoqian, the pre-commit checks have failed. Please run:

uv pip install pre-commit>=4.5.1
pre-commit install
pre-commit run --all-files

Then, commit the changes and push to your branch.

For future commits, pre-commit will run automatically on changed files before each commit.

@DarkLight1337

DarkLight1337 commented Jun 10, 2026

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To avoid merge conflicts associated with updating _PREVIOUSLY_SUPPORTED_MODELS , let's merge these PRs one by one to avoid running CI unnecessarily. Can you set the other PRs to draft until this one is merged?

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thanks for doing the cleanup!

Comment thread vllm/model_executor/models/registry.py Outdated
Removes ErnieModel, ErnieForSequenceClassification, and
ErnieForTokenClassification, the BERT-like Chinese ERNIE-3.0 pooling
stack originally added in vllm-project#36385. The implementation lived in a
self-contained ernie.py with no external imports.

Per vllm-release telemetry over the last 6 months: ErnieModel recorded
31 instances / 0.56 GPU-hours, vs. the Ernie 4.5 family's combined
~76,000 GPU-hours over the same window (~0.001%).
ErnieForSequenceClassification and ErnieForTokenClassification had zero
recorded usage.

Adds the three architectures to _PREVIOUSLY_SUPPORTED_MODELS so users
get a clear error pointing at vLLM v0.23.0.

The newer Ernie 4.5 family (Ernie4_5ForCausalLM, Ernie4_5_MoeForCausalLM,
Ernie4_5_VLMoeForConditionalGeneration, ErnieMTPModel) uses separate
implementation files and is unaffected.

Co-authored-by: Claude <noreply@anthropic.com>
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
@xianbaoqian xianbaoqian force-pushed the remove-ernie-bert-pooling branch from 0ae5fbb to 99d1222 Compare June 10, 2026 08:32
@xianbaoqian

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Thanks for the prompt review @DarkLight1337 @hmellor @noooop . Updated

@noooop

noooop commented Jun 10, 2026

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Please reverse the modifications related to ERNIE in tests/models/language/pooling/test_classification.py and tests/models/language/pooling/test_classification.py

PTAL #36385

…dels

Following the removal of ErnieModel / ErnieForSequenceClassification /
ErnieForTokenClassification, drop the test entries that vllm-project#36385 added
alongside the now-deleted architectures:

- tests/models/language/pooling/test_classification.py:
  - Drop the `Forrest20231206/ernie-3.0-base-zh-cls` parametrize entry.
  - Remove the `atol=` argument from `torch.allclose`; the existing
    `rtol` (set by vllm-project#36556) covers the remaining Qwen2.5 case.
- tests/models/language/pooling/test_token_classification.py:
  - Drop the `gyr66/Ernie-3.0-base-chinese-finetuned-ner` parametrize
    entry.
  - Rename `test_bert_like_models` back to `test_bert_models` now that
    only the BERT NeuroBERT-NER model remains.

Per review comment from @noooop on vllm-project#45127 (PTAL vllm-project#36385).

Co-authored-by: Claude <noreply@anthropic.com>
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
@xianbaoqian

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Please reverse the modifications related to ERNIE in tests/models/language/pooling/test_classification.py and tests/models/language/pooling/test_classification.py

PTAL #36385

@noooop Nice catch! I'm not sure about the atol line. I removed it and let's see how presubmit react.

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@youkaichao youkaichao merged commit 77f42d9 into vllm-project:main Jun 10, 2026
68 of 70 checks passed
wcynb1023 pushed a commit to wcynb1023/vllm that referenced this pull request Jun 11, 2026
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Saddss pushed a commit to Saddss/vllm that referenced this pull request Jun 14, 2026
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
vivek8123 pushed a commit to odh-on-pz/vllm-upstream that referenced this pull request Jun 18, 2026
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
divineearthly pushed a commit to divineearthly/vllm that referenced this pull request Jun 19, 2026
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Signed-off-by: divineearthly <divineearthly@gmail.com>
tunglinwood pushed a commit to tunglinwood/vllm that referenced this pull request Jun 22, 2026
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
nkzhenhua pushed a commit to nkzhenhua/vllm that referenced this pull request Jun 24, 2026
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
@xianbaoqian xianbaoqian deleted the remove-ernie-bert-pooling branch June 30, 2026 15:41
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documentation Improvements or additions to documentation new-model Requests to new models ready ONLY add when PR is ready to merge/full CI is needed

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