Update README.md

README.md

@@ -8,14 +8,19 @@ license: cc-by-nc-4.0
 - Model creator: [Sao10K](https://huggingface.co/Sao10K/)
 - Original model: [Fimbulvetr-11B-v2](https://huggingface.co/Sao10K/Fimbulvetr-11B-v2)
 
-All credits to Sao10K for the original model. This is just a quick test of the new quantization types such as IQ_3S in an attempt to further reduce VRAM requirements. 
+<i>Looking for Q3/Q4/Q5 quants? See the link in the model card below.</i>
 
-Looking for Q3/Q4/Q5 quants? See the link in the model card below.
+
+All credits to Sao10K for the original model. This is just a quick test of the new quantization types such as IQ_3S in an attempt to further reduce VRAM requirements.
 
 Quantized from fp16 with love. Importance matrix file [Fimbulvetr-11B-v2-imatrix.dat](https://huggingface.co/InferenceIllusionist/Fimbulvetr-11B-v2-iMat-GGUF/blob/main/Fimbulvetr-11B-v2-imatrix.dat) was calculated using Q8_0. 
 
-See original model card details below.
----
+<b>Please Note: </b> Inferencing for newer formats (IQ3_S, IQ4_NL, etc) was tested on llama.cpp. These newer quants may not work with other methods yet (as of 2/25/24).
+
+Original model card details below.
+
+--- 
+
 
 ![Fox1](https://huggingface.co/Sao10K/Fimbulvetr-11B-v2/resolve/main/cute1.jpg)