auto-patch README.md

README.md

@@ -35,15 +35,15 @@ more details, including on how to concatenate multi-part files.
 | [GGUF](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-IQ2_S.gguf) | i1-IQ2_S | 36.8 |  |
 | [GGUF](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-IQ2_M.gguf) | i1-IQ2_M | 40.0 |  |
 | [GGUF](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q2_K.gguf) | i1-Q2_K | 43.7 | IQ3_XXS probably better |
-| [GGUF](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 45.6 | fast, lower quality |
+| [GGUF](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 45.6 | lower quality |
 | [GGUF](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-IQ3_XS.gguf) | i1-IQ3_XS | 48.4 |  |
 | [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q3_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q3_K_S.gguf.part2of2) | i1-Q3_K_S | 51.1 | IQ3_XS probably better |
-| [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-IQ3_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-IQ3_S.gguf.part2of2) | i1-IQ3_S | 51.3 | fast, beats Q3_K* |
+| [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-IQ3_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-IQ3_S.gguf.part2of2) | i1-IQ3_S | 51.3 | beats Q3_K* |
 | [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-IQ3_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-IQ3_M.gguf.part2of2) | i1-IQ3_M | 53.0 |  |
 | [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q3_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q3_K_M.gguf.part2of2) | i1-Q3_K_M | 57.0 | IQ3_S probably better |
 | [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q3_K_L.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q3_K_L.gguf.part2of2) | i1-Q3_K_L | 62.1 | IQ3_M probably better |
 | [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q4_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q4_K_S.gguf.part2of2) | i1-Q4_K_S | 67.2 | optimal size/speed/quality |
-| [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q4_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q4_K_M.gguf.part2of2) | i1-Q4_K_M | 71.0 | fast, medium quality |
+| [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q4_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q4_K_M.gguf.part2of2) | i1-Q4_K_M | 71.0 | fast, recommended |
 | [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q5_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q5_K_S.gguf.part2of2) | i1-Q5_K_S | 81.4 |  |
 | [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q5_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q5_K_M.gguf.part2of2) | i1-Q5_K_M | 83.6 |  |
 | [PART 1](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q6_K.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q6_K.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/BigAurelian-v0.5-120b-32k-i1-GGUF/resolve/main/BigAurelian-v0.5-120b-32k.i1-Q6_K.gguf.part3of3) | i1-Q6_K | 97.0 | practically like static Q6_K |