Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Rembert onnx support #2108

Merged
merged 8 commits into from
Dec 2, 2024
Merged

Rembert onnx support #2108

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
8 commits
Select commit Hold shift + click to select a range
eb4076b
ONNX config for RemBERT added
mlynatom Nov 30, 2024
039b5a8
added RemBERT to TasksManager
mlynatom Nov 30, 2024
5180284
rembert added to exporters_utils
mlynatom Nov 30, 2024
e0634ce
RemBERT added to test modelling tasks
mlynatom Nov 30, 2024
4912e2a
changed rembert model
mlynatom Nov 30, 2024
8be9b25
added RemBERT to test utils
mlynatom Nov 30, 2024
3ea0329
Added RemBERT to documentation
mlynatom Nov 30, 2024
c500669
Apply suggestions from code review
IlyasMoutawwakil Dec 2, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions docs/source/exporters/onnx/overview.mdx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -83,6 +83,7 @@ Supported architectures from [🤗 Transformers](https://huggingface.co/docs/tra
- PoolFormer
- Qwen2(Qwen1.5)
- RegNet
- RemBERT
- ResNet
- Roberta
- Roformer
Expand Down
4 changes: 4 additions & 0 deletions optimum/exporters/onnx/model_configs.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -162,6 +162,10 @@ class SplinterOnnxConfig(BertOnnxConfig):
DEFAULT_ONNX_OPSET = 11


class RemBertOnnxConfig(BertOnnxConfig):
DEFAULT_ONNX_OPSET = 11


class DistilBertOnnxConfig(BertOnnxConfig):
DEFAULT_ONNX_OPSET = 14 # now uses F.scaled_dot_product_attention by default for transformers>=4.46.0

Expand Down
9 changes: 9 additions & 0 deletions optimum/exporters/tasks.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -431,6 +431,15 @@ class TasksManager:
onnx="BertOnnxConfig",
tflite="BertTFLiteConfig",
),
"rembert": supported_tasks_mapping(
"fill-mask",
IlyasMoutawwakil marked this conversation as resolved.
Show resolved Hide resolved
"feature-extraction",
"text-classification",
"multiple-choice",
"token-classification",
"question-answering",
onnx="RemBertOnnxConfig",
),
# For big-bird and bigbird-pegasus being unsupported, refer to model_configs.py
# "big-bird": supported_tasks_mapping(
# "feature-extraction",
Expand Down
3 changes: 2 additions & 1 deletion tests/exporters/exporters_utils.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -138,6 +138,7 @@
"phi3": "Xenova/tiny-random-Phi3ForCausalLM",
"pix2struct": "fxmarty/pix2struct-tiny-random",
# "rembert": "google/rembert",
"rembert": "hf-internal-testing/tiny-random-RemBertModel",
"poolformer": "hf-internal-testing/tiny-random-PoolFormerModel",
"qwen2": "fxmarty/tiny-dummy-qwen2",
"regnet": "hf-internal-testing/tiny-random-RegNetModel",
Expand Down Expand Up @@ -257,7 +258,7 @@
"owlv2": "google/owlv2-base-patch16",
"owlvit": "google/owlvit-base-patch32",
"perceiver": "hf-internal-testing/tiny-random-PerceiverModel", # Not using deepmind/language-perceiver because it takes too much time for testing.
# "rembert": "google/rembert",
"rembert": "google/rembert",
"poolformer": "hf-internal-testing/tiny-random-PoolFormerModel",
"regnet": "facebook/regnet-y-040",
"resnet": "microsoft/resnet-50",
Expand Down
5 changes: 5 additions & 0 deletions tests/onnxruntime/test_modeling.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -1312,6 +1312,7 @@ class ORTModelForQuestionAnsweringIntegrationTest(ORTModelTestMixin):
"squeezebert",
"xlm_qa",
"xlm_roberta",
"rembert",
]

FULL_GRID = {"model_arch": SUPPORTED_ARCHITECTURES}
Expand Down Expand Up @@ -1502,6 +1503,7 @@ class ORTModelForMaskedLMIntegrationTest(ORTModelTestMixin):
"squeezebert",
"xlm",
"xlm_roberta",
"rembert",
]

FULL_GRID = {"model_arch": SUPPORTED_ARCHITECTURES}
Expand Down Expand Up @@ -1682,6 +1684,7 @@ class ORTModelForSequenceClassificationIntegrationTest(ORTModelTestMixin):
"squeezebert",
"xlm",
"xlm_roberta",
"rembert",
]

FULL_GRID = {"model_arch": SUPPORTED_ARCHITECTURES}
Expand Down Expand Up @@ -1882,6 +1885,7 @@ class ORTModelForTokenClassificationIntegrationTest(ORTModelTestMixin):
"squeezebert",
"xlm",
"xlm_roberta",
"rembert",
]

FULL_GRID = {"model_arch": SUPPORTED_ARCHITECTURES}
Expand Down Expand Up @@ -2227,6 +2231,7 @@ class ORTModelForMultipleChoiceIntegrationTest(ORTModelTestMixin):
"squeezebert",
"xlm",
"xlm_roberta",
"rembert",
]

FULL_GRID = {"model_arch": SUPPORTED_ARCHITECTURES}
Expand Down
1 change: 1 addition & 0 deletions tests/onnxruntime/utils_onnxruntime_tests.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -135,6 +135,7 @@
"pix2struct": "fxmarty/pix2struct-tiny-random",
"poolformer": "hf-internal-testing/tiny-random-PoolFormerModel",
"qwen2": "fxmarty/tiny-dummy-qwen2",
"rembert": "hf-internal-testing/tiny-random-RemBertModel",
"resnet": "hf-internal-testing/tiny-random-resnet",
"roberta": "hf-internal-testing/tiny-random-RobertaModel",
"roformer": "hf-internal-testing/tiny-random-RoFormerModel",
Expand Down
Loading