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auto-patch README.md

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@@ -31,21 +31,27 @@ more details, including on how to concatenate multi-part files.
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  | Link | Type | Size/GB | Notes |
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  |:-----|:-----|--------:|:------|
 
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ1_M.gguf) | i1-IQ1_M | 5.2 | mostly desperate |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 5.9 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 6.4 | |
 
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ2_M.gguf) | i1-IQ2_M | 7.3 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 7.4 | very low quality |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q2_K.gguf) | i1-Q2_K | 7.9 | IQ3_XXS probably better |
40
  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 8.2 | lower quality |
 
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 9.1 | IQ3_XS probably better |
 
42
  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ3_M.gguf) | i1-IQ3_M | 9.5 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 10.1 | IQ3_S probably better |
44
  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 10.9 | IQ3_M probably better |
45
  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 11.2 | |
 
46
  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 11.8 | optimal size/speed/quality |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 12.5 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 14.2 | |
 
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q6_K.gguf) | i1-Q6_K | 16.9 | practically like static Q6_K |
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51
  Here is a handy graph by ikawrakow comparing some lower-quality quant
 
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  | Link | Type | Size/GB | Notes |
33
  |:-----|:-----|--------:|:------|
34
+ | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ1_S.gguf) | i1-IQ1_S | 4.8 | for the desperate |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ1_M.gguf) | i1-IQ1_M | 5.2 | mostly desperate |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 5.9 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 6.4 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ2_S.gguf) | i1-IQ2_S | 6.8 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ2_M.gguf) | i1-IQ2_M | 7.3 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 7.4 | very low quality |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q2_K.gguf) | i1-Q2_K | 7.9 | IQ3_XXS probably better |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 8.2 | lower quality |
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+ | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 8.7 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 9.1 | IQ3_XS probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ3_S.gguf) | i1-IQ3_S | 9.2 | beats Q3_K* |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ3_M.gguf) | i1-IQ3_M | 9.5 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 10.1 | IQ3_S probably better |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 10.9 | IQ3_M probably better |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 11.2 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q4_0.gguf) | i1-Q4_0 | 11.8 | fast, low quality |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 11.8 | optimal size/speed/quality |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 12.5 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 14.2 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 14.6 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mag-Mell-R1-21B-i1-GGUF/resolve/main/Mag-Mell-R1-21B.i1-Q6_K.gguf) | i1-Q6_K | 16.9 | practically like static Q6_K |
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57
  Here is a handy graph by ikawrakow comparing some lower-quality quant