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/Qwen/Qwen2.5-72B
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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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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q3_K_M.gguf) | Q3_K_M | 37.8 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q3_K_L.gguf) | Q3_K_L | 39.6 | |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.IQ4_XS.gguf) | IQ4_XS | 40.3 | |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q4_K_S.gguf) | Q4_K_S | 44.0 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q4_K_M.gguf) | Q4_K_M | 47.5 | fast, recommended |
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| [PART 1](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_K_S.gguf.part2of2) | Q5_K_S | 51.5 | |
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| [PART 1](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_K_M.gguf.part2of2) | Q5_K_M | 54.5 | |
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| [PART 1](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q6_K.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q6_K.gguf.part2of2) | Q6_K | 64.4 | very good quality |
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| [PART 1](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q8_0.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q8_0.gguf.part2of2) | Q8_0 | 77.4 | 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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I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
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me use its servers and providing upgrades to my workstation to enable
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this work in my free time.
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<!-- end -->
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static quants of https://huggingface.co/Qwen/Qwen2.5-72B
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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/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q3_K_M.gguf) | Q3_K_M | 37.8 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q3_K_L.gguf) | Q3_K_L | 39.6 | |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.IQ4_XS.gguf) | IQ4_XS | 40.3 | |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q4_0.gguf) | Q4_0 | 41.3 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q4_0_4_4.gguf) | Q4_0_4_4 | 41.3 | fast on arm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q4_0_4_8.gguf) | Q4_0_4_8 | 41.3 | fast on arm+i8mm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q4_0_8_8.gguf) | Q4_0_8_8 | 41.3 | fast on arm+sve, low quality |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.IQ4_NL.gguf) | IQ4_NL | 41.9 | prefer IQ4_XS |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q4_K_S.gguf) | Q4_K_S | 44.0 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q4_1.gguf) | Q4_1 | 45.8 | |
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| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q4_K_M.gguf) | Q4_K_M | 47.5 | fast, recommended |
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| [PART 1](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_0.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_0.gguf.part2of2) | Q5_0 | 50.3 | |
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| [PART 1](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_K_S.gguf.part2of2) | Q5_K_S | 51.5 | |
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| [PART 1](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_K_M.gguf.part2of2) | Q5_K_M | 54.5 | |
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| [PART 1](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_1.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q5_1.gguf.part2of2) | Q5_1 | 54.7 | |
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| [PART 1](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q6_K.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q6_K.gguf.part2of2) | Q6_K | 64.4 | very good quality |
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| [PART 1](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q8_0.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.Q8_0.gguf.part2of2) | Q8_0 | 77.4 | fast, best quality |
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| [PART 1](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.SOURCE.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.SOURCE.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/Qwen2.5-72B-GGUF/resolve/main/Qwen2.5-72B.SOURCE.gguf.part3of3) | SOURCE | 145.5 | source gguf, only provided when it was hard to come by |
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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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I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
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me use its servers and providing upgrades to my workstation to enable
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this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
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<!-- end -->
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