Update README.md

README.md

@@ -1,7 +1,7 @@
 ---
 license: cc-by-nc-4.0
 ---
-Simple python script (`gguf-imat.py`) to generate various GGUF-Imatrix quantizations from a Hugging Face `author/model` input, for Windows and NVIDIA hardware.
+Simple python script (`gguf-imat.py`) to generate various GGUF-IQ-Imatrix quantizations from a Hugging Face `author/model` input, for Windows and NVIDIA hardware.
 
 This is setup for a Windows machine with 8GB of VRAM, assuming use with an NVIDIA GPU. If you want to change the the `-ngl` (number of GPU layers) amount, you can do so at **line 120**. This is only relevant during the `--imatrix` data generation. If you don't have enough VRAM you can decrease the `-ngl` amount or set it to 0 to only use your System RAM instead for all layers.
 
@@ -18,5 +18,4 @@ Adjust `quantization_options` in **line 133**.
 python .\gguf-imat.py 
 ```
 <br><br>
-
 **If this proves useful for you, feel free to credit and share the repository.**