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@@ -40,7 +40,7 @@ more details, including on how to concatenate multi-part files.
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q3_K_L.gguf) | Q3_K_L | 36.6 | |
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.IQ4_XS.gguf) | IQ4_XS | 37.6 | |
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q4_0.gguf) | Q4_0 | 39.3 | fast, low quality |
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- | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.IQ4_NL.gguf) | IQ4_NL | 39.7 | slightly worse than Q4_K_S |
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q4_K_S.gguf) | Q4_K_S | 39.7 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q4_K_M.gguf) | Q4_K_M | 41.8 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q5_K_S.gguf) | Q5_K_S | 47.9 | |
@@ -48,7 +48,6 @@ more details, including on how to concatenate multi-part files.
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  | [PART 1](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q6_K.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q6_K.gguf.part2of2) | Q6_K | 57.0 | very good quality |
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  | [PART 1](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q8_0.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q8_0.gguf.part2of2) | Q8_0 | 73.6 | fast, best quality |
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-
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  Here is a handy graph by ikawrakow comparing some lower-quality quant
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  types (lower is better):
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q3_K_L.gguf) | Q3_K_L | 36.6 | |
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.IQ4_XS.gguf) | IQ4_XS | 37.6 | |
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q4_0.gguf) | Q4_0 | 39.3 | fast, low quality |
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+ | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.IQ4_NL.gguf) | IQ4_NL | 39.7 | prefer IQ4_XS |
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q4_K_S.gguf) | Q4_K_S | 39.7 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q4_K_M.gguf) | Q4_K_M | 41.8 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q5_K_S.gguf) | Q5_K_S | 47.9 | |
 
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  | [PART 1](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q6_K.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q6_K.gguf.part2of2) | Q6_K | 57.0 | very good quality |
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  | [PART 1](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q8_0.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Liberated-Miqu-70B-GGUF/resolve/main/Liberated-Miqu-70B.Q8_0.gguf.part2of2) | Q8_0 | 73.6 | fast, best quality |
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  Here is a handy graph by ikawrakow comparing some lower-quality quant
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  types (lower is better):
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