auto-patch README.md

README.md

@@ -41,7 +41,7 @@ more details, including on how to concatenate multi-part files.
 | [GGUF](https://huggingface.co/mradermacher/Emerhyst-20B-i1-GGUF/resolve/main/Emerhyst-20B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 10.0 | IQ3_S probably better |
 | [GGUF](https://huggingface.co/mradermacher/Emerhyst-20B-i1-GGUF/resolve/main/Emerhyst-20B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 10.9 | IQ3_M probably better |
 | [GGUF](https://huggingface.co/mradermacher/Emerhyst-20B-i1-GGUF/resolve/main/Emerhyst-20B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 11.0 |  |
-| [GGUF](https://huggingface.co/mradermacher/Emerhyst-20B-i1-GGUF/resolve/main/Emerhyst-20B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 11.6 | slightly worse than Q4_K_S |
+| [GGUF](https://huggingface.co/mradermacher/Emerhyst-20B-i1-GGUF/resolve/main/Emerhyst-20B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 11.6 | prefer IQ4_XS |
 | [GGUF](https://huggingface.co/mradermacher/Emerhyst-20B-i1-GGUF/resolve/main/Emerhyst-20B.i1-Q4_0.gguf) | i1-Q4_0 | 11.6 | fast, low quality |
 | [GGUF](https://huggingface.co/mradermacher/Emerhyst-20B-i1-GGUF/resolve/main/Emerhyst-20B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 11.7 | optimal size/speed/quality |
 | [GGUF](https://huggingface.co/mradermacher/Emerhyst-20B-i1-GGUF/resolve/main/Emerhyst-20B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 12.3 | fast, recommended |
@@ -49,7 +49,6 @@ more details, including on how to concatenate multi-part files.
 | [GGUF](https://huggingface.co/mradermacher/Emerhyst-20B-i1-GGUF/resolve/main/Emerhyst-20B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 14.5 |  |
 | [GGUF](https://huggingface.co/mradermacher/Emerhyst-20B-i1-GGUF/resolve/main/Emerhyst-20B.i1-Q6_K.gguf) | i1-Q6_K | 16.7 | practically like static Q6_K |
 
-
 Here is a handy graph by ikawrakow comparing some lower-quality quant
 types (lower is better):