auto-patch README.md

README.md

@@ -39,12 +39,15 @@ more details, including on how to concatenate multi-part files.
 |:-----|:-----|--------:|:------|
 | [GGUF](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.imatrix.gguf) | imatrix | 0.4 | imatrix file (for creating your own qwuants) |
 | [GGUF](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-IQ2_M.gguf) | i1-IQ2_M | 33.8 |  |
+| [GGUF](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-Q2_K_S.gguf) | i1-Q2_K_S | 35.1 | very low quality |
 | [GGUF](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-Q2_K.gguf) | i1-Q2_K | 37.8 | IQ3_XXS probably better |
 | [GGUF](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 39.9 | lower quality |
 | [GGUF](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-IQ3_M.gguf) | i1-IQ3_M | 45.3 |  |
 | [GGUF](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-Q3_K_M.gguf) | i1-Q3_K_M | 49.4 | IQ3_S probably better |
+| [PART 1](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-IQ4_XS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-IQ4_XS.gguf.part2of2) | i1-IQ4_XS | 55.1 |  |
 | [PART 1](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-Q4_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-Q4_K_S.gguf.part2of2) | i1-Q4_K_S | 58.7 | optimal size/speed/quality |
 | [PART 1](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-Q4_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-Q4_K_M.gguf.part2of2) | i1-Q4_K_M | 62.5 | fast, recommended |
+| [PART 1](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-Q6_K.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Ling-flash-2.0-i1-GGUF/resolve/main/Ling-flash-2.0.i1-Q6_K.gguf.part2of2) | i1-Q6_K | 84.6 | practically like static Q6_K |
 
 Here is a handy graph by ikawrakow comparing some lower-quality quant
 types (lower is better):