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49 lines
1.6 KiB
Markdown
49 lines
1.6 KiB
Markdown
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
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# AutoPeftModels
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The `AutoPeftModel` classes loads the appropriate PEFT model for the task type by automatically inferring it from the configuration file. They are designed to quickly and easily load a PEFT model in a single line of code without having to worry about which exact model class you need or manually loading a [`PeftConfig`].
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## AutoPeftModel
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[[autodoc]] auto.AutoPeftModel
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- from_pretrained
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## AutoPeftModelForCausalLM
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[[autodoc]] auto.AutoPeftModelForCausalLM
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## AutoPeftModelForSeq2SeqLM
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[[autodoc]] auto.AutoPeftModelForSeq2SeqLM
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## AutoPeftModelForSequenceClassification
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[[autodoc]] auto.AutoPeftModelForSequenceClassification
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## AutoPeftModelForTokenClassification
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[[autodoc]] auto.AutoPeftModelForTokenClassification
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## AutoPeftModelForQuestionAnswering
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[[autodoc]] auto.AutoPeftModelForQuestionAnswering
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## AutoPeftModelForFeatureExtraction
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[[autodoc]] auto.AutoPeftModelForFeatureExtraction
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