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Update README.md
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README.md
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| Name | Quant method | Bits | Size | Use case |
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| ---- | ---- | ---- | ---- | ----- |
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| [SmolLM-135M-Instruct-Q2_K.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q2_K.gguf) | Q2_K | 2 | 88.2 MB | smallest, significant quality loss - not recommended for most purposes |
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| [SmolLM-135M-Instruct-Q3_K_L.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 97.5 MB | small, substantial quality loss |
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| [SmolLM-135M-Instruct-Q3_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 93.5 MB | very small, high quality loss |
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| 78 |
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| [SmolLM-135M-Instruct-Q3_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 88.2 MB | very small, high quality loss |
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| [SmolLM-135M-Instruct-Q4_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q4_0.gguf) | Q4_0 | 4 | 91.7 MB | legacy; small, very high quality loss - prefer using Q3_K_M |
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| [SmolLM-135M-Instruct-Q4_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 105 MB | medium, balanced quality - recommended |
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| [SmolLM-135M-Instruct-Q4_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 102 MB | small, greater quality loss |
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| [SmolLM-135M-Instruct-Q5_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q5_0.gguf) | Q5_0 | 5 | 105 MB | legacy; medium, balanced quality - prefer using Q4_K_M |
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| [SmolLM-135M-Instruct-Q5_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 112 MB | large, very low quality loss - recommended |
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| 84 |
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| [SmolLM-135M-Instruct-Q5_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 110 MB | large, low quality loss - recommended |
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| [SmolLM-135M-Instruct-Q6_K.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q6_K.gguf) | Q6_K | 6 | 138 MB | very large, extremely low quality loss |
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| [SmolLM-135M-Instruct-Q8_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q8_0.gguf) | Q8_0 | 8 | 145 MB | very large, extremely low quality loss - not recommended |
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| [SmolLM-135M-Instruct-f16.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-f16.gguf) | f16 | 16 | 271 MB| |
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*Quantized with llama.cpp b3445.*
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| Name | Quant method | Bits | Size | Use case |
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| 74 |
| ---- | ---- | ---- | ---- | ----- |
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| 75 |
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| [SmolLM-135M-Instruct-Q2_K.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q2_K.gguf) | Q2_K | 2 | 88.2 MB | smallest, significant quality loss - not recommended for most purposes |
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| 76 |
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| [SmolLM-135M-Instruct-Q3_K_L.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 97.5 MB | small, substantial quality loss |
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| 77 |
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| [SmolLM-135M-Instruct-Q3_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 93.5 MB | very small, high quality loss |
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| 78 |
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| [SmolLM-135M-Instruct-Q3_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 88.2 MB | very small, high quality loss |
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| 79 |
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| [SmolLM-135M-Instruct-Q4_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q4_0.gguf) | Q4_0 | 4 | 91.7 MB | legacy; small, very high quality loss - prefer using Q3_K_M |
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| 80 |
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| [SmolLM-135M-Instruct-Q4_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 105 MB | medium, balanced quality - recommended |
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| 81 |
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| [SmolLM-135M-Instruct-Q4_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 102 MB | small, greater quality loss |
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| 82 |
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| [SmolLM-135M-Instruct-Q5_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q5_0.gguf) | Q5_0 | 5 | 105 MB | legacy; medium, balanced quality - prefer using Q4_K_M |
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| 83 |
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| [SmolLM-135M-Instruct-Q5_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 112 MB | large, very low quality loss - recommended |
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| 84 |
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| [SmolLM-135M-Instruct-Q5_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 110 MB | large, low quality loss - recommended |
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| 85 |
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| [SmolLM-135M-Instruct-Q6_K.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q6_K.gguf) | Q6_K | 6 | 138 MB | very large, extremely low quality loss |
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| 86 |
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| [SmolLM-135M-Instruct-Q8_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q8_0.gguf) | Q8_0 | 8 | 145 MB | very large, extremely low quality loss - not recommended |
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| 87 |
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| [SmolLM-135M-Instruct-f16.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-f16.gguf) | f16 | 16 | 271 MB| |
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*Quantized with llama.cpp b3445.*
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