diff --git a/README.md b/README.md
index b2fe561..68fe41c 100644
--- a/README.md
+++ b/README.md
@@ -43,6 +43,30 @@ more details, including on how to concatenate multi-part files.
 | Link | Type | Size/GB | Notes |
 |:-----|:-----|--------:|:------|
 | [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ1_S.gguf) | i1-IQ1_S | 0.9 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ1_M.gguf) | i1-IQ1_M | 1.0 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.0 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.1 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ2_S.gguf) | i1-IQ2_S | 1.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ2_M.gguf) | i1-IQ2_M | 1.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.3 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q2_K.gguf) | i1-Q2_K | 1.4 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.4 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.6 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ3_S.gguf) | i1-IQ3_S | 1.6 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ3_M.gguf) | i1-IQ3_M | 1.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.7 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.8 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.8 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.9 | prefer IQ4_XS |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q4_0.gguf) | i1-Q4_0 | 1.9 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.9 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.0 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q4_1.gguf) | i1-Q4_1 | 2.1 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.3 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.3 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-3B-Instruct-Reticent-i1-GGUF/resolve/main/Qwen2.5-3B-Instruct-Reticent.i1-Q6_K.gguf) | i1-Q6_K | 2.6 | practically like static Q6_K |
 
 Here is a handy graph by ikawrakow comparing some lower-quality quant
 types (lower is better):