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auto-patch README.md

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README.md CHANGED
@@ -52,14 +52,28 @@ more details, including on how to concatenate multi-part files.
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  | Link | Type | Size/GB | Notes |
54
  |:-----|:-----|--------:|:------|
 
 
 
 
 
55
  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ2_M.gguf) | i1-IQ2_M | 8.2 | |
 
56
  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q2_K.gguf) | i1-Q2_K | 9.0 | IQ3_XXS probably better |
57
  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 9.4 | lower quality |
 
 
 
58
  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ3_M.gguf) | i1-IQ3_M | 10.8 | |
59
  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q3_K_M.gguf) | i1-Q3_K_M | 11.6 | IQ3_S probably better |
 
60
  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ4_XS.gguf) | i1-IQ4_XS | 12.9 | |
 
61
  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q4_K_S.gguf) | i1-Q4_K_S | 13.6 | optimal size/speed/quality |
62
  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q4_K_M.gguf) | i1-Q4_K_M | 14.4 | fast, recommended |
 
 
 
63
  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q6_K.gguf) | i1-Q6_K | 19.4 | practically like static Q6_K |
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65
  Here is a handy graph by ikawrakow comparing some lower-quality quant
 
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  | Link | Type | Size/GB | Notes |
54
  |:-----|:-----|--------:|:------|
55
+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ1_S.gguf) | i1-IQ1_S | 5.4 | for the desperate |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ1_M.gguf) | i1-IQ1_M | 5.9 | mostly desperate |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 6.6 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ2_XS.gguf) | i1-IQ2_XS | 7.3 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ2_S.gguf) | i1-IQ2_S | 7.6 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ2_M.gguf) | i1-IQ2_M | 8.2 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q2_K_S.gguf) | i1-Q2_K_S | 8.4 | very low quality |
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  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q2_K.gguf) | i1-Q2_K | 9.0 | IQ3_XXS probably better |
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  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 9.4 | lower quality |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ3_XS.gguf) | i1-IQ3_XS | 10.0 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q3_K_S.gguf) | i1-Q3_K_S | 10.5 | IQ3_XS probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ3_S.gguf) | i1-IQ3_S | 10.5 | beats Q3_K* |
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  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ3_M.gguf) | i1-IQ3_M | 10.8 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q3_K_M.gguf) | i1-Q3_K_M | 11.6 | IQ3_S probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q3_K_L.gguf) | i1-Q3_K_L | 12.5 | IQ3_M probably better |
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  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-IQ4_XS.gguf) | i1-IQ4_XS | 12.9 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q4_0.gguf) | i1-Q4_0 | 13.6 | fast, low quality |
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  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q4_K_S.gguf) | i1-Q4_K_S | 13.6 | optimal size/speed/quality |
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  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q4_K_M.gguf) | i1-Q4_K_M | 14.4 | fast, recommended |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q4_1.gguf) | i1-Q4_1 | 15.0 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q5_K_S.gguf) | i1-Q5_K_S | 16.4 | |
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+ | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q5_K_M.gguf) | i1-Q5_K_M | 16.9 | |
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  | [GGUF](https://huggingface.co/mradermacher/Mistral-Small-3.1-24B-Instruct-2503-i1-GGUF/resolve/main/Mistral-Small-3.1-24B-Instruct-2503.i1-Q6_K.gguf) | i1-Q6_K | 19.4 | practically like static Q6_K |
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79
  Here is a handy graph by ikawrakow comparing some lower-quality quant