auto-patch README.md
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README.md
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@@ -30,7 +30,18 @@ more details, including on how to concatenate multi-part files.
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| Link | Type | Size/GB | Notes |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended |
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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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| Link | Type | Size/GB | Notes |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.Q2_K.gguf) | Q2_K | 3.1 | |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.Q3_K_S.gguf) | Q3_K_S | 3.6 | |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.Q3_K_L.gguf) | Q3_K_L | 4.2 | |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.IQ4_XS.gguf) | IQ4_XS | 4.4 | |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.Q5_K_S.gguf) | Q5_K_S | 5.4 | |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.Q5_K_M.gguf) | Q5_K_M | 5.5 | |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.Q6_K.gguf) | Q6_K | 6.4 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality |
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| [GGUF](https://huggingface.co/mradermacher/PENNY-R1-7B-2-GGUF/resolve/main/PENNY-R1-7B-2.f16.gguf) | f16 | 15.3 | 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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