auto-patch README.md
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@@ -40,19 +40,26 @@ more details, including on how to concatenate multi-part files.
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| Link | Type | Size/GB | Notes |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-IQ1_S.gguf) | i1-IQ1_S | 5.4 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-IQ1_M.gguf) | i1-IQ1_M | 5.9 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 6.6 | |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-IQ2_XS.gguf) | i1-IQ2_XS | 7.3 | |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-IQ2_S.gguf) | i1-IQ2_S | 7.6 | |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-IQ2_M.gguf) | i1-IQ2_M | 8.2 | |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-Q2_K_S.gguf) | i1-Q2_K_S | 8.4 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-Q2_K.gguf) | i1-Q2_K | 9.0 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 9.4 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-IQ3_XS.gguf) | i1-IQ3_XS | 10.0 | |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-Q3_K_S.gguf) | i1-Q3_K_S | 10.5 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-IQ3_M.gguf) | i1-IQ3_M | 10.8 | |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-Q3_K_M.gguf) | i1-Q3_K_M | 11.6 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-Q3_K_L.gguf) | i1-Q3_K_L | 12.5 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-IQ4_XS.gguf) | i1-IQ4_XS | 12.9 | |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-Q4_0.gguf) | i1-Q4_0 | 13.6 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-Q4_K_S.gguf) | i1-Q4_K_S | 13.6 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-Q4_K_M.gguf) | i1-Q4_K_M | 14.4 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-Q5_K_S.gguf) | i1-Q5_K_S | 16.4 | |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-Q5_K_M.gguf) | i1-Q5_K_M | 16.9 | |
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| [GGUF](https://huggingface.co/mradermacher/Nesys_engine_V1-i1-GGUF/resolve/main/Nesys_engine_V1.i1-Q6_K.gguf) | i1-Q6_K | 19.4 | practically like static Q6_K |
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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