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README.md
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> [!NOTE]
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> Note: "**-Paddle**" models use [PaddlePaddle](https://github.com/PaddlePaddle/Paddle) weights, while "**-PT**" models use Transformer-style PyTorch weights.
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## ERNIE 4.5 Highlights
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The advanced capabilities of the ERNIE 4.5 models, particularly the MoE-based A47B and A3B series, are underpinned by several key technical innovations:
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> [!NOTE]
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> Note: "**-Paddle**" models use [PaddlePaddle](https://github.com/PaddlePaddle/Paddle) weights, while "**-PT**" models use Transformer-style PyTorch weights.
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> [!NOTE]
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> Note: The Base model only supports text completion. For evaluation, use the `completion` API (not `chat_completion`) in vLLM/FastDeploy.
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## ERNIE 4.5 Highlights
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The advanced capabilities of the ERNIE 4.5 models, particularly the MoE-based A47B and A3B series, are underpinned by several key technical innovations:
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