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articles/applied-ai-services/form-recognizer/concept-composed-models.md

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ms.service: applied-ai-services
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ms.subservice: forms-recognizer
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ms.topic: conceptual
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ms.date: 12/15/2022
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ms.date: 02/28/2023
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ms.author: lajanuar
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recommendations: false
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---
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* For **_custom template models_**, the composed model can be created using variations of a custom template or different form types. This operation is useful when incoming forms may belong to one of several templates.
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* The response will include a ```docType``` property to indicate which of the composed models was used to analyze the document.
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* The response includes a ```docType``` property to indicate which of the composed models was used to analyze the document.
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* For ```Custom neural``` models the best practice is to add all the different variations of a single document type into a single training dataset and train on custom neural model. Model compose is best suited for scenarios when you have documents of different types being submitted for analysis.
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* Pricing is the same whether you are using a composed model or selecting a specific model. Each document is analyzed by only one model. With composed models, the system performs a classification to check which of the composed cusom models should be invoked and invokes the single best model for the document.
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* Pricing is the same whether you're using a composed model or selecting a specific model. One model analyzes each document. With composed models, the system performs a classification to check which of the composed custom models should be invoked and invokes the single best model for the document.
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## Compose model limits
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|**Custom neural models v3.0 (preview)**|Not Supported|Not Supported|Supported|Not Supported|
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|**Custom Neural models v3.0 (GA)**|Not Supported|Not Supported|Not Supported|Supported|
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* To compose a model trained with a prior version of the API (v2.1 or earlier), train a model with the v3.0 API using the same labeled dataset. That addition will ensure that the v2.1 model can be composed with other models.
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* To compose a model trained with a prior version of the API (v2.1 or earlier), train a model with the v3.0 API using the same labeled dataset. That addition ensures that the v2.1 model can be composed with other models.
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* Models composed with v2.1 of the API will continue to be supported, requiring no updates.
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* Models composed with v2.1 of the API continue to be supported, requiring no updates.
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* The limit for maximum number of custom models that can be composed is 100.
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::: moniker range="form-recog-2.1.0"
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The following resources are supported by Form Recognizer v2.1:
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Form Recognizer v2.1 supports the following resources:
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| Feature | Resources |
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|----------|-------------------------|

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