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Add ONNX export support for OLMo and OLMo2 #2121

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merged 2 commits into from
Dec 13, 2024
Merged

Add ONNX export support for OLMo and OLMo2 #2121

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bbc91c0
Add support for OLMo and OLMo2
xenova Dec 7, 2024
506d37b
Merge branch 'main' into add-olmo
echarlaix Dec 12, 2024
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2 changes: 2 additions & 0 deletions docs/source/exporters/onnx/overview.mdx
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Expand Up @@ -74,6 +74,8 @@ Supported architectures from [🤗 Transformers](https://huggingface.co/docs/tra
- MT5
- Musicgen (text-conditional only)
- Nystromformer
- OLMo
- OLMo2
- OWL-ViT
- Pegasus
- Perceiver
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9 changes: 9 additions & 0 deletions optimum/exporters/onnx/model_configs.py
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Expand Up @@ -324,6 +324,15 @@ class LlamaOnnxConfig(TextDecoderWithPositionIdsOnnxConfig):
NORMALIZED_CONFIG_CLASS = NormalizedTextConfig


class OlmoOnnxConfig(LlamaOnnxConfig):
ATOL_FOR_VALIDATION = 1e-4
MIN_TRANSFORMERS_VERSION = version.parse("4.40.0")


class Olmo2OnnxConfig(OlmoOnnxConfig):
MIN_TRANSFORMERS_VERSION = version.parse("4.47.0")


class Qwen2OnnxConfig(LlamaOnnxConfig):
MIN_TRANSFORMERS_VERSION = version.parse("4.37.0")

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14 changes: 14 additions & 0 deletions optimum/exporters/tasks.py
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Expand Up @@ -949,6 +949,20 @@ class TasksManager:
"text-generation-with-past",
onnx="GraniteOnnxConfig",
),
"olmo": supported_tasks_mapping(
"feature-extraction",
"feature-extraction-with-past",
"text-generation",
"text-generation-with-past",
onnx="OlmoOnnxConfig",
),
"olmo2": supported_tasks_mapping(
"feature-extraction",
"feature-extraction-with-past",
"text-generation",
"text-generation-with-past",
onnx="Olmo2OnnxConfig",
),
"pegasus": supported_tasks_mapping(
"feature-extraction",
"feature-extraction-with-past",
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2 changes: 2 additions & 0 deletions tests/exporters/exporters_utils.py
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Expand Up @@ -126,6 +126,8 @@
"mt5": "lewtun/tiny-random-mt5",
"musicgen": "hf-internal-testing/tiny-random-MusicgenForConditionalGeneration",
"nystromformer": "hf-internal-testing/tiny-random-NystromformerModel",
"olmo": "hf-internal-testing/tiny-random-OlmoForCausalLM",
"olmo2": "hf-internal-testing/tiny-random-Olmo2ForCausalLM",
"opt": "hf-internal-testing/tiny-random-OPTModel",
"owlv2": "hf-internal-testing/tiny-random-Owlv2Model",
"owlvit": "hf-tiny-model-private/tiny-random-OwlViTModel",
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