mradermacher
commited on
auto-patch README.md
Browse files
README.md
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@@ -35,10 +35,14 @@ more details, including on how to concatenate multi-part files.
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q3_K_S.gguf) | Q3_K_S | 2.8 | |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q3_K_M.gguf) | Q3_K_M | 3.1 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q3_K_L.gguf) | Q3_K_L | 3.3 | |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q4_K_S.gguf) | Q4_K_S | 3.6 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q4_K_M.gguf) | Q4_K_M | 3.8 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q6_K.gguf) | Q6_K | 5.1 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q8_0.gguf) | Q8_0 | 6.5 | 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/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q3_K_S.gguf) | Q3_K_S | 2.8 | |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q3_K_M.gguf) | Q3_K_M | 3.1 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q3_K_L.gguf) | Q3_K_L | 3.3 | |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.IQ4_XS.gguf) | IQ4_XS | 3.4 | |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q4_K_S.gguf) | Q4_K_S | 3.6 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q4_K_M.gguf) | Q4_K_M | 3.8 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q5_K_S.gguf) | Q5_K_S | 4.3 | |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q5_K_M.gguf) | Q5_K_M | 4.4 | |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q6_K.gguf) | Q6_K | 5.1 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.Q8_0.gguf) | Q8_0 | 6.5 | fast, best quality |
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| [GGUF](https://huggingface.co/mradermacher/CantoneseLLM-6B-preview202402-GGUF/resolve/main/CantoneseLLM-6B-preview202402.f16.gguf) | f16 | 12.2 | 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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