update readme

README.md

@@ -100,26 +100,6 @@ if __name__ == '__main__':
 ```
 
 
-* Accuracy evaluation:
-
-1) Prepare the MMLU dataset:
-```sh
-mkdir data; wget https://people.eecs.berkeley.edu/~hendrycks/data.tar -O data/mmlu.tar
-tar -xf data/mmlu.tar -C data && mv data/data data/mmlu
-```
-
-2) Measure MMLU:
-
-```sh
-python examples/mmlu_llmapi.py --data_dir data/mmlu --hf_model_dir nvidia/DeepSeek-R1-FP4 --tp_size 8 --backend=pytorch
-```
-
-* Throughputs evaluation:
-
-Please refer to the [TensorRT-LLM benchmarking documentation](https://github.com/NVIDIA/TensorRT-LLM/tree/main/benchmarks) for details.
-
-
-
 ## Ethical Considerations
 
 NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications.  When downloaded or used in accordance with our terms of service, developers should work with their internal model team to ensure this model meets requirements for the relevant industry and use case and addresses unforeseen product misuse.