auto-patch README.md

README.md

@@ -38,14 +38,13 @@ more details, including on how to concatenate multi-part files.
 | [GGUF](https://huggingface.co/mradermacher/shqiponja-59b-v1-GGUF/resolve/main/shqiponja-59b-v1.IQ4_XS.gguf) | IQ4_XS | 32.5 |  |
 | [GGUF](https://huggingface.co/mradermacher/shqiponja-59b-v1-GGUF/resolve/main/shqiponja-59b-v1.Q4_0.gguf) | Q4_0 | 33.9 | fast, low quality |
 | [GGUF](https://huggingface.co/mradermacher/shqiponja-59b-v1-GGUF/resolve/main/shqiponja-59b-v1.Q4_K_S.gguf) | Q4_K_S | 34.2 | fast, recommended |
-| [GGUF](https://huggingface.co/mradermacher/shqiponja-59b-v1-GGUF/resolve/main/shqiponja-59b-v1.IQ4_NL.gguf) | IQ4_NL | 34.3 | slightly worse than Q4_K_S |
+| [GGUF](https://huggingface.co/mradermacher/shqiponja-59b-v1-GGUF/resolve/main/shqiponja-59b-v1.IQ4_NL.gguf) | IQ4_NL | 34.3 | prefer IQ4_XS |
 | [GGUF](https://huggingface.co/mradermacher/shqiponja-59b-v1-GGUF/resolve/main/shqiponja-59b-v1.Q4_K_M.gguf) | Q4_K_M | 36.0 | fast, recommended |
 | [GGUF](https://huggingface.co/mradermacher/shqiponja-59b-v1-GGUF/resolve/main/shqiponja-59b-v1.Q5_K_S.gguf) | Q5_K_S | 41.2 |  |
 | [GGUF](https://huggingface.co/mradermacher/shqiponja-59b-v1-GGUF/resolve/main/shqiponja-59b-v1.Q5_K_M.gguf) | Q5_K_M | 42.3 |  |
 | [GGUF](https://huggingface.co/mradermacher/shqiponja-59b-v1-GGUF/resolve/main/shqiponja-59b-v1.Q6_K.gguf) | Q6_K | 49.0 | very good quality |
 | [PART 1](https://huggingface.co/mradermacher/shqiponja-59b-v1-GGUF/resolve/main/shqiponja-59b-v1.Q8_0.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/shqiponja-59b-v1-GGUF/resolve/main/shqiponja-59b-v1.Q8_0.gguf.part2of2) | Q8_0 | 63.2 | fast, best quality |
 
-
 Here is a handy graph by ikawrakow comparing some lower-quality quant
 types (lower is better):