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| Name | Quant method | Size |
|---|---|---|
| niro-preview-2409.Q2_K.gguf | Q2_K | 0.66GB |
| niro-preview-2409.IQ3_XS.gguf | IQ3_XS | 0.73GB |
| niro-preview-2409.IQ3_S.gguf | IQ3_S | 0.77GB |
| niro-preview-2409.Q3_K_S.gguf | Q3_K_S | 0.76GB |
| niro-preview-2409.IQ3_M.gguf | IQ3_M | 0.79GB |
| niro-preview-2409.Q3_K.gguf | Q3_K | 0.84GB |
| niro-preview-2409.Q3_K_M.gguf | Q3_K_M | 0.84GB |
| niro-preview-2409.Q3_K_L.gguf | Q3_K_L | 0.91GB |
| niro-preview-2409.IQ4_XS.gguf | IQ4_XS | 0.94GB |
| niro-preview-2409.Q4_0.gguf | Q4_0 | 0.98GB |
| niro-preview-2409.IQ4_NL.gguf | IQ4_NL | 0.99GB |
| niro-preview-2409.Q4_K_S.gguf | Q4_K_S | 0.99GB |
| niro-preview-2409.Q4_K.gguf | Q4_K | 1.04GB |
| niro-preview-2409.Q4_K_M.gguf | Q4_K_M | 1.04GB |
| niro-preview-2409.Q4_1.gguf | Q4_1 | 1.08GB |
| niro-preview-2409.Q5_0.gguf | Q5_0 | 1.18GB |
| niro-preview-2409.Q5_K_S.gguf | Q5_K_S | 1.18GB |
| niro-preview-2409.Q5_K.gguf | Q5_K | 1.21GB |
| niro-preview-2409.Q5_K_M.gguf | Q5_K_M | 1.21GB |
| niro-preview-2409.Q5_1.gguf | Q5_1 | 1.29GB |
| niro-preview-2409.Q6_K.gguf | Q6_K | 1.4GB |
| niro-preview-2409.Q8_0.gguf | Q8_0 | 1.81GB |
| Parameters | Model | MMLU | ARC | HellaSwag | PIQA | Winogrande | Average |
|---|---|---|---|---|---|---|---|
| 0.5b | qwen 2.5 | 47.29 | 31.83 | 52.17 | 70.29 | 57.06 | 51.72 |
| 0.5b | arco | 26.17 | 37.29 | 62.88 | 74.37 | 62.27 | 52.60 |
| 0.5b | arco (exp) | 25.51 | 38.82 | 63.02 | 74.70 | 61.25 | 52.66 |
| 1.7b | smollm | 27.65 | 46.26 | 65.74 | 76.06 | 60.93 | 55.33 |
| 1.8B | niro-preview | 41.75 | 40.96 | 72.07 | 77.97 | 65.51 | 59.65 |
| 1.5b | qwen 2.5 | 58.68 | 44.71 | 67.62 | 75.73 | 62.67 | 61.88 |