Update README.md

README.md

@@ -1,17 +1,28 @@
----
-license: llama3.3
-base_model:
-- meta-llama/Llama-3.3-70B-Instruct
-library_name: transformers
-tags:
-- meta
-- llama-3.3
-- fp8-dynamic
----
+---
+license: llama3.3
+base_model:
+- meta-llama/Llama-3.3-70B-Instruct
+library_name: transformers
+tags:
+- meta
+- llama-3.3
+- fp8-dynamic
+---
 
 ## Quantized Model Information
 
 > [!IMPORTANT]
 > This repository is a 'FP8-Dynamic' quantized version of [`meta-llama/Llama-3.3-70B-Instruct`](https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct), originally released by Meta AI.
 
-For usage instructions please refer to the original model [`meta-llama/Llama-3.3-70B-Instruct`](https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct).
+For usage instructions please refer to the original model [`meta-llama/Llama-3.3-70B-Instruct`](https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct).
+
+## Performance
+All benchmarks were done using the [`LLM Evaluation Harness`](https://github.com/EleutherAI/lm-evaluation-harness)
+| | | Llama-3.3-70B-Instruct-FP8-Dynamic | Llama-3.3-70B-Instruct (base) | recovery |
+| :---- | :---- | :---: | :---: | :---: |
+| mmlu  | - | xx | xx | xx |
+| | | xx | xx | xx |
+| hellaswag  | acc | 65.69 | - | |
+| | acc_sterr | 0.47 | - | |
+| | acc_norm | 84.36 | - | |
+| | acc_sterr | 0.36 | - | |