mradermacher
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auto-patch README.md
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README.md
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static quants of https://huggingface.co/01-ai/Yi-1.5-6B
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<!-- provided-files -->
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weighted/imatrix quants
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## Usage
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If you are unsure how to use GGUF files, refer to one of [TheBloke's
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| Link | Type | Size/GB | Notes |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.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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static quants of https://huggingface.co/01-ai/Yi-1.5-6B
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<!-- provided-files -->
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weighted/imatrix quants are available at https://huggingface.co/mradermacher/Yi-1.5-6B-i1-GGUF
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## Usage
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If you are unsure how to use GGUF files, refer to one of [TheBloke's
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| Link | Type | Size/GB | Notes |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.Q2_K.gguf) | Q2_K | 2.4 | |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.IQ3_XS.gguf) | IQ3_XS | 2.7 | |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.Q3_K_S.gguf) | Q3_K_S | 2.8 | |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.IQ3_S.gguf) | IQ3_S | 2.8 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.IQ3_M.gguf) | IQ3_M | 2.9 | |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.Q3_K_M.gguf) | Q3_K_M | 3.1 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.Q3_K_L.gguf) | Q3_K_L | 3.3 | |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.IQ4_XS.gguf) | IQ4_XS | 3.4 | |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.Q4_K_S.gguf) | Q4_K_S | 3.6 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.Q4_K_M.gguf) | Q4_K_M | 3.8 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.Q5_K_S.gguf) | Q5_K_S | 4.3 | |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.Q5_K_M.gguf) | Q5_K_M | 4.4 | |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.Q6_K.gguf) | Q6_K | 5.1 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.Q8_0.gguf) | Q8_0 | 6.5 | fast, best quality |
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| [GGUF](https://huggingface.co/mradermacher/Yi-1.5-6B-GGUF/resolve/main/Yi-1.5-6B.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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