auto-patch README.md

README.md

@@ -35,11 +35,17 @@ more details, including on how to concatenate multi-part files.
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 | [PART 1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q2_K.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q2_K.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q2_K.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q2_K.gguf.part4of4) | i1-Q2_K | 173.7 | IQ3_XXS probably better |
 | [PART 1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_XXS.gguf.part1of4) [PART 2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_XXS.gguf.part2of4) [PART 3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_XXS.gguf.part3of4) [PART 4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_XXS.gguf.part4of4) | i1-IQ3_XXS | 183.5 | lower quality |
+| [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_S.gguf.part1of5) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_S.gguf.part2of5) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_S.gguf.part3of5) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_S.gguf.part4of5) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_S.gguf.part5of5) | i1-Q3_K_S | 205.9 | IQ3_XS probably better |
+| [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_S.gguf.part1of5) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_S.gguf.part2of5) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_S.gguf.part3of5) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_S.gguf.part4of5) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_S.gguf.part5of5) | i1-IQ3_S | 206.0 | beats Q3_K* |
 | [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_M.gguf.part1of5) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_M.gguf.part2of5) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_M.gguf.part3of5) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_M.gguf.part4of5) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ3_M.gguf.part5of5) | i1-IQ3_M | 208.6 |  |
 | [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_M.gguf.part1of5) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_M.gguf.part2of5) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_M.gguf.part3of5) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_M.gguf.part4of5) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_M.gguf.part5of5) | i1-Q3_K_M | 228.3 | IQ3_S probably better |
+| [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_L.gguf.part1of6) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_L.gguf.part2of6) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_L.gguf.part3of6) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_L.gguf.part4of6) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_L.gguf.part5of6) [P6](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q3_K_L.gguf.part6of6) | i1-Q3_K_L | 247.2 | IQ3_M probably better |
 | [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ4_XS.gguf.part1of6) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ4_XS.gguf.part2of6) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ4_XS.gguf.part3of6) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ4_XS.gguf.part4of6) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ4_XS.gguf.part5of6) [P6](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-IQ4_XS.gguf.part6of6) | i1-IQ4_XS | 254.6 |  |
+| [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_0.gguf.part1of6) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_0.gguf.part2of6) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_0.gguf.part3of6) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_0.gguf.part4of6) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_0.gguf.part5of6) [P6](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_0.gguf.part6of6) | i1-Q4_0 | 270.6 | fast, low quality |
 | [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_S.gguf.part1of6) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_S.gguf.part2of6) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_S.gguf.part3of6) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_S.gguf.part4of6) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_S.gguf.part5of6) [P6](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_S.gguf.part6of6) | i1-Q4_K_S | 271.7 | optimal size/speed/quality |
 | [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_M.gguf.part1of6) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_M.gguf.part2of6) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_M.gguf.part3of6) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_M.gguf.part4of6) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_M.gguf.part5of6) [P6](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q4_K_M.gguf.part6of6) | i1-Q4_K_M | 289.3 | fast, recommended |
+| [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_S.gguf.part1of7) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_S.gguf.part2of7) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_S.gguf.part3of7) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_S.gguf.part4of7) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_S.gguf.part5of7) [P6](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_S.gguf.part6of7) [P7](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_S.gguf.part7of7) | i1-Q5_K_S | 329.3 |  |
+| [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_M.gguf.part1of7) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_M.gguf.part2of7) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_M.gguf.part3of7) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_M.gguf.part4of7) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_M.gguf.part5of7) [P6](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_M.gguf.part6of7) [P7](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q5_K_M.gguf.part7of7) | i1-Q5_K_M | 339.5 |  |
 | [P1](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q6_K.gguf.part1of8) [P2](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q6_K.gguf.part2of8) [P3](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q6_K.gguf.part3of8) [P4](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q6_K.gguf.part4of8) [P5](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q6_K.gguf.part5of8) [P6](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q6_K.gguf.part6of8) [P7](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q6_K.gguf.part7of8) [P8](https://huggingface.co/mradermacher/snowflake-arctic-instruct-i1-GGUF/resolve/main/snowflake-arctic-instruct.i1-Q6_K.gguf.part8of8) | i1-Q6_K | 392.8 | practically like static Q6_K |
 
 Here is a handy graph by ikawrakow comparing some lower-quality quant