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37 lines
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37 lines
1.3 KiB
Plaintext
---
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title: Multiple Model Debugging
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---
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The **Chatbot** application supports the **“Debug as Multiple Models”** feature, allowing you to simultaneously compare how different models respond to the same question.
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You can add up to **4** large language models at once.
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During debugging, if you find a model that performs well, click **“Debug as Single Model”** to switch to a dedicated preview window for the model.
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## FAQ
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### 1. Why aren't additional models visible when adding LLMs?
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Go to [“Model Providers”](/guides/model-configuration), and follow the instructions to add the keys for multiple models manually.
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### 2. How to exit Multiple Model Debugging mode?
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Select any model and click **“Debug with a Single Model”** to exit multiple model debugging mode.
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{/*
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Contributing Section
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DO NOT edit this section!
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It will be automatically generated by the script.
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*/}
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---
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[Edit this page](https://github.com/langgenius/dify-docs/edit/main/en/guides/application-orchestrate/multiple-llms-debugging.mdx) | [Report an issue](https://github.com/langgenius/dify-docs/issues/new?template=docs.yml)
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