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  ## 4. Deployment
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  > [!Note]
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- > You can access JoyAI-LLM Flash API on https://docs.jdcloud.com/cn/jdaip/chat
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- > and we provide OpenAI/Anthropic-compatible API for you.
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- > Currently, JoyAI-LLM Flash is recommended to run on the following inference
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- > engines:
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  * vLLM
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  * SGLang
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  The minimum version requirement for `transformers` is `4.57.1`.
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- Deployment examples can be found in the [Model Deployment
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- Guide](docs/deploy_guidance.md).
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  ## 4. Deployment
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  > [!Note]
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+ > You can access JoyAI-LLM Flash API on https://docs.jdcloud.com/cn/jdaip/chat and we provide OpenAI/Anthropic-compatible API for you.
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+ > Currently, JoyAI-LLM-Flash-FP8 is recommended to run on the following inference engines:
 
 
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  * vLLM
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  * SGLang
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  The minimum version requirement for `transformers` is `4.57.1`.
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+ Deployment examples can be found in the [Model Deployment Guide](docs/deploy_guidance.md).
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+
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