auto-patch README.md

README.md

@@ -28,17 +28,26 @@ more details, including on how to concatenate multi-part files.
 
 | Link | Type | Size/GB | Notes |
 |:-----|:-----|--------:|:------|
+| [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-IQ1_S.gguf) | i1-IQ1_S | 1.2 | for the desperate |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-IQ1_M.gguf) | i1-IQ1_M | 1.2 | mostly desperate |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.3 |  |
+| [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-IQ2_S.gguf) | i1-IQ2_S | 1.5 |  |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-IQ2_M.gguf) | i1-IQ2_M | 1.6 |  |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-Q2_K.gguf) | i1-Q2_K | 1.7 | IQ3_XXS probably better |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.7 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.9 |  |
+| [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-IQ3_S.gguf) | i1-IQ3_S | 2.0 | beats Q3_K* |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.0 | IQ3_XS probably better |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-IQ3_M.gguf) | i1-IQ3_M | 2.0 |  |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.1 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.3 | IQ3_M probably better |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.3 |  |
+| [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-Q4_0.gguf) | i1-Q4_0 | 2.4 | fast, low quality |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.4 | optimal size/speed/quality |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.6 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.9 |  |
+| [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.9 |  |
 | [GGUF](https://huggingface.co/mradermacher/J.O.S.I.E.-x-Qwen1.5-4B-Chat-i1-GGUF/resolve/main/J.O.S.I.E.-x-Qwen1.5-4B-Chat.i1-Q6_K.gguf) | i1-Q6_K | 3.3 | practically like static Q6_K |
 
 Here is a handy graph by ikawrakow comparing some lower-quality quant