mradermacher
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auto-patch README.md
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README.md
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@@ -37,9 +37,15 @@ more details, including on how to concatenate multi-part files.
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q3_K_S.gguf) | Q3_K_S | 3.1 | |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q3_K_L.gguf) | Q3_K_L | 3.7 | |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q6_K.gguf) | Q6_K | 5.6 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q8_0.gguf) | Q8_0 | 7.3 | 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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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q3_K_S.gguf) | Q3_K_S | 3.1 | |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q3_K_L.gguf) | Q3_K_L | 3.7 | |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.IQ4_XS.gguf) | IQ4_XS | 3.7 | |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q4_0_4_4.gguf) | Q4_0_4_4 | 3.9 | fast on arm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q4_K_M.gguf) | Q4_K_M | 4.2 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q5_K_S.gguf) | Q5_K_S | 4.8 | |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q5_K_M.gguf) | Q5_K_M | 4.9 | |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q6_K.gguf) | Q6_K | 5.6 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.Q8_0.gguf) | Q8_0 | 7.3 | fast, best quality |
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| [GGUF](https://huggingface.co/mradermacher/Code-290k-6.7B-Instruct-GGUF/resolve/main/Code-290k-6.7B-Instruct.f16.gguf) | f16 | 13.6 | 16 bpw, overkill |
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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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