Update README.md

README.md

@@ -5,7 +5,7 @@ base_model:
 license: mit
 ---
 
-Results from running `vllm serve RedHatAI/DeepSeek-R1-NVFP4-FP8-BLOCK --tensor-parallel-size=4` on 4 B200s, with `python tests/evals/gsm8k/gsm8k_eval.py --port 8000`
+Results from running `vllm serve RedHatAI/DeepSeek-R1-NVFP4-FP8-BLOCK --tensor-parallel-size=4` on 4 B200s, with `python vllm/tests/evals/gsm8k/gsm8k_eval.py --port 8000`:
 
 ```
 Running GSM8K evaluation: 1319 questions, 5-shot
@@ -20,7 +20,7 @@ Total output tokens: 124914
 Output tokens per second: 1144.985
 ```
 
-Results with `nvidia/DeepSeek-R1-NVFP4`
+Compare to results with `nvidia/DeepSeek-R1-NVFP4`
 ```
 Running GSM8K evaluation: 1319 questions, 5-shot
 Evaluating: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1319/1319 [01:52<00:00, 11.74it/s]