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README.md
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@@ -77,7 +77,7 @@ The model was evaluated on gsm8k benchmarks using the [vllm](https://github.com/
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### Reproduction
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The GSM8K results were obtained using the vLLM framework, based on the Docker image `rocm/vllm:rocm7.0.0_vllm_0.11.2_20251210`, and vLLM is installed
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#### Preparation in container
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```
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### Reproduction
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The GSM8K results were obtained using the vLLM framework, based on the Docker image `rocm/vllm:rocm7.0.0_vllm_0.11.2_20251210`, and vLLM is installed inside the container with fixes applied for model support.
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#### Preparation in container
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```
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