Update README.md

README.md

@@ -11,4 +11,15 @@ base_model: nvidia/Minitron-4B-Base
 
 # Minitron-4B-Base-FP8
 
-FP8 quantized checkpoint of [nvidia/Minitron-4B-Base](https://huggingface.co/nvidia/Minitron-4B-Base) for use with vLLM.
+FP8 quantized checkpoint of [nvidia/Minitron-4B-Base](https://huggingface.co/nvidia/Minitron-4B-Base) for use with vLLM.
+
+
+```
+lm_eval --model vllm --model_args pretrained=mgoin/Minitron-4B-Base-FP8 --tasks gsm8k --num_fewshot 5 --batch_size auto
+
+vllm (pretrained=mgoin/Minitron-4B-Base-FP8), gen_kwargs: (None), limit: None, num_fewshot: 5, batch_size: auto
+|Tasks|Version|     Filter     |n-shot|  Metric   |   |Value |   |Stderr|
+|-----|------:|----------------|-----:|-----------|---|-----:|---|-----:|
+|gsm8k|      3|flexible-extract|     5|exact_match|↑  |0.2305|±  |0.0116|
+|     |       |strict-match    |     5|exact_match|↑  |0.2282|±  |0.0116|
+```