Update README.md

README.md

@@ -23,12 +23,11 @@ pip install transformers accelerate datasets SentencePiece
 ## Pre-computed Masks
 
 The following masks were trained and provided by [@VainF](https://github.com/VainF). We use ``huggingface_hub`` to automatically download those masks and apply them to offcical LLMs for evaluation. Those mask files were compressed using [numpy.savez_compressed](tool_compress_mask.py). More results for baselines (SparseGPT, Wanda) can be found in the appendix.
-| Model | Pattern | Training Data | Training/Eval SeqLen | PPL (Dense) | PPL (Sparse) | Link |
-| :---: | :---: | :---: | :---: | :---: | :---: | :---: |
-| LLaMA-2 7B | 2:4 | C4 (2B Tokens)| 4096 | 5.12 | 6.78 | [HuggingFace](https://huggingface.co/Vinnnf/LLaMA-2-7B-MaskLLM-C4) |
-| LLaMA-3 8B | 2:4 | C4 (2B Tokens) | 4096 | 5.75 | 8.49 | [HuggingFace]() |
-| LLaMA-3.1 8B | 2:4 | C4 (2B Tokens) | 4096 | - | Comming Soon |
-
+| Model | Pattern | Training Data | Training/Eval SeqLen | PPL (Dense) | PPL (SparseGPT) | **PPL (MaskLLM)** | Link |
+| :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: |
+| LLaMA-2 7B | 2:4 | C4 (2B Tokens)| 4096 | 5.12 | 10.42 | **6.78** | [HuggingFace](https://huggingface.co/Vinnnf/LLaMA-2-7B-MaskLLM-C4) |
+| LLaMA-3 8B | 2:4 | C4 (2B Tokens) | 4096 | 5.75 | 17.64 | **8.49** | [HuggingFace]() |
+| LLaMA-3.1 8B | 2:4 | C4 (2B Tokens) | 4096 | - | - | - | Comming Soon |
 
 ## How to use it