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  - Requires latest llama.cpp master;
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  - quants done with an importance matrix for improved quantization loss
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  - gguf & imatrix generated from bf16 for "optimal" accuracy loss (some say this is snake oil, but it can't hurt)
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- - [WIP] Wide coverage of different gguf quant types from Q\_8\_0 down to IQ1\_S (in progress)
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  - Quantized with [llama.cpp](https://github.com/ggerganov/llama.cpp) commit [201cc11afa0a1950e1f632390b2ac6c937a0d8f0](https://github.com/ggerganov/llama.cpp/commit/201cc11afa0a1950e1f632390b2ac6c937a0d8f0)
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  - Imatrix generated with [this](https://github.com/ggerganov/llama.cpp/discussions/5263#discussioncomment-8395384) multi-purpose dataset.
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  ```
 
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  - Requires latest llama.cpp master;
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  - quants done with an importance matrix for improved quantization loss
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  - gguf & imatrix generated from bf16 for "optimal" accuracy loss (some say this is snake oil, but it can't hurt)
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+ - Wide coverage of different gguf quant types from Q\_8\_0 down to IQ1\_S
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  - Quantized with [llama.cpp](https://github.com/ggerganov/llama.cpp) commit [201cc11afa0a1950e1f632390b2ac6c937a0d8f0](https://github.com/ggerganov/llama.cpp/commit/201cc11afa0a1950e1f632390b2ac6c937a0d8f0)
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  - Imatrix generated with [this](https://github.com/ggerganov/llama.cpp/discussions/5263#discussioncomment-8395384) multi-purpose dataset.
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  ```