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Infer whether a model needs to be exported to ONNX or not#2181

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echarlaix merged 44 commits into
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infer-export
Feb 12, 2025
Merged

Infer whether a model needs to be exported to ONNX or not#2181
echarlaix merged 44 commits into
mainfrom
infer-export

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@echarlaix echarlaix commented Feb 4, 2025 •
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Infer whether the model should be exported or not by checking whether a .onnx file is present when loading the model, removing the need to specify the export argument

  from optimum.onnxruntime import ORTModelForCausalLM

  model_id = "optimum-internal-testing/tiny-random-llama"
- model = ORTModelForCausalLM.from_pretrained(model_id, export=True)
+ model = ORTModelForCausalLM.from_pretrained(model_id)

@echarlaix echarlaix changed the title Infer export Add _find_files_matching_pattern to infer export Feb 4, 2025
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echarlaix marked this pull request as ready for review February 4, 2025 17:18
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HuggingFaceDocBuilderDev commented Feb 4, 2025

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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

@echarlaix echarlaix changed the title Add _find_files_matching_pattern to infer export Infer whether a model needs to be exported to ONNX or not Feb 6, 2025
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echarlaix commented Feb 12, 2025

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Failing tests unrelated so merging

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echarlaix merged commit 6335599 into main Feb 12, 2025
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echarlaix deleted the infer-export branch February 12, 2025 17:51
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@echarlaix @HuggingFaceDocBuilderDev