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  static quants of https://huggingface.co/qingy2024/NaturalLM3-8B-Instruct-v0.1
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  <!-- provided-files -->
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- weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
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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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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q3_K_S.gguf) | Q3_K_S | 3.8 | |
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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality |
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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q3_K_L.gguf) | Q3_K_L | 4.4 | |
 
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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q5_K_S.gguf) | Q5_K_S | 5.7 | |
 
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  static quants of https://huggingface.co/qingy2024/NaturalLM3-8B-Instruct-v0.1
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  <!-- provided-files -->
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+ weighted/imatrix quants are available at https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-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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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q3_K_S.gguf) | Q3_K_S | 3.8 | |
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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality |
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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q3_K_L.gguf) | Q3_K_L | 4.4 | |
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+ | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.IQ4_XS.gguf) | IQ4_XS | 4.6 | |
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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/NaturalLM3-8B-Instruct-v0.1-GGUF/resolve/main/NaturalLM3-8B-Instruct-v0.1.Q5_K_S.gguf) | Q5_K_S | 5.7 | |