auto-patch README.md

README.md

@@ -208,13 +208,19 @@ more details, including on how to concatenate multi-part files.
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 | [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ1_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ1_S.gguf.part2of2) | i1-IQ1_S | 86.9 | for the desperate |
 | [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ1_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ1_M.gguf.part2of2) | i1-IQ1_M | 95.2 | mostly desperate |
+| [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_XXS.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_XXS.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_XXS.gguf.part3of3) | i1-IQ2_XXS | 109.1 |  |
 | [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_XS.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_XS.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_XS.gguf.part3of3) | i1-IQ2_XS | 121.2 |  |
 | [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_S.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_S.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_S.gguf.part3of3) | i1-IQ2_S | 127.5 |  |
 | [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_M.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_M.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ2_M.gguf.part3of3) | i1-IQ2_M | 138.6 |  |
 | [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q2_K.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q2_K.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q2_K.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q2_K.gguf.part4of4) | i1-Q2_K | 151.3 | IQ3_XXS probably better |
+| [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_XXS.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_XXS.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_XXS.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_XXS.gguf.part4of4) | i1-IQ3_XXS | 157.8 | lower quality |
+| [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_XS.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_XS.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_XS.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_XS.gguf.part4of4) | i1-IQ3_XS | 168.2 |  |
 | [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_S.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_S.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_S.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_S.gguf.part4of4) | i1-Q3_K_S | 177.2 | IQ3_XS probably better |
+| [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_S.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_S.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_S.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_S.gguf.part4of4) | i1-IQ3_S | 177.7 | beats Q3_K* |
+| [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_M.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_M.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_M.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ3_M.gguf.part4of4) | i1-IQ3_M | 183.9 |  |
 | [PART 1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_M.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_M.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_M.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_M.gguf.part4of4) | i1-Q3_K_M | 197.6 | IQ3_S probably better |
 | [P1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_L.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_L.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_L.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_L.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q3_K_L.gguf.part5of5) | i1-Q3_K_L | 215.3 | IQ3_M probably better |
+| [P1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ4_XS.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ4_XS.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ4_XS.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ4_XS.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-IQ4_XS.gguf.part5of5) | i1-IQ4_XS | 219.2 |  |
 | [P1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_0.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_0.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_0.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_0.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_0.gguf.part5of5) | i1-Q4_0 | 232.2 | fast, low quality |
 | [P1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_K_S.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_K_S.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_K_S.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_K_S.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_K_S.gguf.part5of5) | i1-Q4_K_S | 233.0 | optimal size/speed/quality |
 | [P1](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_K_M.gguf.part1of5) [P2](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_K_M.gguf.part2of5) [P3](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_K_M.gguf.part3of5) [P4](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_K_M.gguf.part4of5) [P5](https://huggingface.co/mradermacher/Meta-Llama-3.1-405B-i1-GGUF/resolve/main/Meta-Llama-3.1-405B.i1-Q4_K_M.gguf.part5of5) | i1-Q4_K_M | 245.8 | fast, recommended |