Update README.md

README.md

@@ -116,21 +116,21 @@ For the test data used in the generation of these scores, follow the appropiate
 
 | Model                                                                                           |             ARC | HellaSwag |            MMLU |     Truthful QA |      WinoGrande | Avg Score |
 | ----------------------------------------------------------------------------------------------- | --------------: | --------: | --------------: | --------------: | --------------: | --------: |
-| [Mistral-Small-3.2-24B-Instruct-2506-IQ3_M](./Mistral-Small-3.2-24B-Instruct-2506-IQ3_M.gguf)   | 69.7333 ±1.6787 |     83.87 | 43.4667 ±1.8113 | 34.9333 ±1.7420 | 78.0000 ±1.5136 |     56.40 |
-| [Mistral-Small-3.2-24B-Instruct-2506-IQ3_S](./Mistral-Small-3.2-24B-Instruct-2506-IQ3_S.gguf)   | 67.6000 ±1.7100 |     83.07 | 44.1333 ±1.8143 | 35.4667 ±1.7481 | 77.6000 ±1.5234 |     56.67 |
-| [Mistral-Small-3.2-24B-Instruct-2506-IQ4_NL](./Mistral-Small-3.2-24B-Instruct-2506-IQ4_NL.gguf) | 69.2000 ±1.6869 |     84.93 | 43.0667 ±1.8093 | 37.8667 ±1.7724 | 78.9333 ±1.4900 |     57.47 |
-| [Mistral-Small-3.2-24B-Instruct-2506-Q3_K_L](./Mistral-Small-3.2-24B-Instruct-2506-Q3_K_L.gguf) | 69.0667 ±1.6889 |     82.27 | 43.3333 ±1.8106 | 35.4667 ±1.7481 | 78.0000 ±1.5136 |     57.25 |
-| [Mistral-Small-3.2-24B-Instruct-2506-Q3_K_M](./Mistral-Small-3.2-24B-Instruct-2506-Q3_K_M.gguf) | 68.9333 ±1.6909 |     82.00 | 43.2000 ±1.8100 | 36.6667 ±1.7608 | 78.1333 ±1.5103 |     57.76 |
-| [Mistral-Small-3.2-24B-Instruct-2506-Q3_K_S](./Mistral-Small-3.2-24B-Instruct-2506-Q3_K_S.gguf) | 69.8667 ±1.6766 |     81.46 | 42.8000 ±1.8079 | 34.5333 ±1.7374 | 76.1333 ±1.5576 |     55.39 |
-| [Mistral-Small-3.2-24B-Instruct-2506-Q4_K_M](./Mistral-Small-3.2-24B-Instruct-2506-Q4_K_M.gguf) | 69.0667 ±1.6889 |     83.33 | 45.0667 ±1.8180 | 37.4667 ±1.7686 | 79.0667 ±1.4865 |     56.61 |
-| [Mistral-Small-3.2-24B-Instruct-2506-Q4_K_M-bartowski][b-q4km]                                  | 67.0667 ±1.7172 |     83.60 | 45.7333 ±1.8203 | 36.2667 ±1.7567 | 79.4667 ±1.4760 |     61.73 |
-| [Mistral-Small-3.2-24B-Instruct-2506-Q4_K_M-unsloth][u-q4km]                                    | 66.6667 ±1.7225 |     84.00 | 45.8667 ±1.8207 | 35.7333 ±1.7510 | 79.3333 ±1.4795 |     61.92 |
-| [Mistral-Small-3.2-24B-Instruct-2506-Q4_K_S](./Mistral-Small-3.2-24B-Instruct-2506-Q4_K_S.gguf) | 69.2000 ±1.6869 |     82.93 | 44.5333 ±1.8160 | 35.8667 ±1.7525 | 78.8000 ±1.4934 |     57.31 |
-| [Mistral-Small-3.2-24B-Instruct-2506-Q5_K_M](./Mistral-Small-3.2-24B-Instruct-2506-Q5_K_M.gguf) | 68.9333 ±1.6909 |     84.13 | 45.7333 ±1.8203 | 35.7333 ±1.7510 | 79.7333 ±1.4688 |     57.36 |
-| [Mistral-Small-3.2-24B-Instruct-2506-Q5_K_S](./Mistral-Small-3.2-24B-Instruct-2506-Q5_K_S.gguf) | 69.2000 ±1.6869 |     84.13 | 45.2000 ±1.8185 | 36.0000 ±1.7539 | 78.9333 ±1.4900 |     57.17 |
-| [Mistral-Small-3.2-24B-Instruct-2506-Q6_K](./Mistral-Small-3.2-24B-Instruct-2506-Q6_K.gguf)     | 68.0000 ±1.7045 |     84.26 | 44.5333 ±1.8160 | 36.2667 ±1.7567 | 79.2000 ±1.4830 |     57.41 |
-| [Mistral-Small-3.2-24B-Instruct-2506-Q8_0](./Mistral-Small-3.2-24B-Instruct-2506-Q8_0.gguf)     | 68.4000 ±1.6988 |     84.27 | 44.5333 ±1.8160 | 36.8000 ±1.7621 | 79.0667 ±1.4865 |     57.28 |
-| [Mistral-Small-3.2-24B-Instruct-2506-F16](./Mistral-Small-3.2-24B-Instruct-2506-F16.gguf)       | 68.2667 ±1.7007 |     84.40 | 45.2000 ±1.8185 | 36.8000 ±1.7621 | 79.4667 ±1.4760 |     61.95 |
+| [Mistral-Small-3.2-24B-Instruct-2506-IQ3_M](./Mistral-Small-3.2-24B-Instruct-2506-IQ3_M.gguf)   | 69.7333 ±1.6787 |     83.87 | 43.4667 ±1.8113 | 34.9333 ±1.7420 | 78.0000 ±1.5136 |     62.00 |
+| [Mistral-Small-3.2-24B-Instruct-2506-IQ3_S](./Mistral-Small-3.2-24B-Instruct-2506-IQ3_S.gguf)   | 67.6000 ±1.7100 |     83.07 | 44.1333 ±1.8143 | 35.4667 ±1.7481 | 77.6000 ±1.5234 |     61.57 |
+| [Mistral-Small-3.2-24B-Instruct-2506-IQ4_NL](./Mistral-Small-3.2-24B-Instruct-2506-IQ4_NL.gguf) | 69.2000 ±1.6869 |     84.93 | 43.0667 ±1.8093 | 37.8667 ±1.7724 | 78.9333 ±1.4900 |     62.80 |
+| [Mistral-Small-3.2-24B-Instruct-2506-Q3_K_L](./Mistral-Small-3.2-24B-Instruct-2506-Q3_K_L.gguf) | 69.0667 ±1.6889 |     82.27 | 43.3333 ±1.8106 | 35.4667 ±1.7481 | 78.0000 ±1.5136 |     61.63 |
+| [Mistral-Small-3.2-24B-Instruct-2506-Q3_K_M](./Mistral-Small-3.2-24B-Instruct-2506-Q3_K_M.gguf) | 68.9333 ±1.6909 |     82.00 | 43.2000 ±1.8100 | 36.6667 ±1.7608 | 78.1333 ±1.5103 |     61.79 |
+| [Mistral-Small-3.2-24B-Instruct-2506-Q3_K_S](./Mistral-Small-3.2-24B-Instruct-2506-Q3_K_S.gguf) | 69.8667 ±1.6766 |     81.46 | 42.8000 ±1.8079 | 34.5333 ±1.7374 | 76.1333 ±1.5576 |     60.96 |
+| [Mistral-Small-3.2-24B-Instruct-2506-Q4_K_M](./Mistral-Small-3.2-24B-Instruct-2506-Q4_K_M.gguf) | 69.0667 ±1.6889 |     83.33 | 45.0667 ±1.8180 | 37.4667 ±1.7686 | 79.0667 ±1.4865 |     62.80 |
+| [Mistral-Small-3.2-24B-Instruct-2506-Q4_K_M-bartowski][b-q4km]                                  | 67.0667 ±1.7172 |     83.60 | 45.7333 ±1.8203 | 36.2667 ±1.7567 | 79.4667 ±1.4760 |     62.43 |
+| [Mistral-Small-3.2-24B-Instruct-2506-Q4_K_M-unsloth][u-q4km]                                    | 66.6667 ±1.7225 |     84.00 | 45.8667 ±1.8207 | 35.7333 ±1.7510 | 79.3333 ±1.4795 |     62.32 |
+| [Mistral-Small-3.2-24B-Instruct-2506-Q4_K_S](./Mistral-Small-3.2-24B-Instruct-2506-Q4_K_S.gguf) | 69.2000 ±1.6869 |     82.93 | 44.5333 ±1.8160 | 35.8667 ±1.7525 | 78.8000 ±1.4934 |     62.27 |
+| [Mistral-Small-3.2-24B-Instruct-2506-Q5_K_M](./Mistral-Small-3.2-24B-Instruct-2506-Q5_K_M.gguf) | 68.9333 ±1.6909 |     84.13 | 45.7333 ±1.8203 | 35.7333 ±1.7510 | 79.7333 ±1.4688 |     62.85 |
+| [Mistral-Small-3.2-24B-Instruct-2506-Q5_K_S](./Mistral-Small-3.2-24B-Instruct-2506-Q5_K_S.gguf) | 69.2000 ±1.6869 |     84.13 | 45.2000 ±1.8185 | 36.0000 ±1.7539 | 78.9333 ±1.4900 |     62.69 |
+| [Mistral-Small-3.2-24B-Instruct-2506-Q6_K](./Mistral-Small-3.2-24B-Instruct-2506-Q6_K.gguf)     | 68.0000 ±1.7045 |     84.26 | 44.5333 ±1.8160 | 36.2667 ±1.7567 | 79.2000 ±1.4830 |     62.45 |
+| [Mistral-Small-3.2-24B-Instruct-2506-Q8_0](./Mistral-Small-3.2-24B-Instruct-2506-Q8_0.gguf)     | 68.4000 ±1.6988 |     84.27 | 44.5333 ±1.8160 | 36.8000 ±1.7621 | 79.0667 ±1.4865 |     62.61 |
+| [Mistral-Small-3.2-24B-Instruct-2506-F16](./Mistral-Small-3.2-24B-Instruct-2506-F16.gguf)       | 68.2667 ±1.7007 |     84.40 | 45.2000 ±1.8185 | 36.8000 ±1.7621 | 79.4667 ±1.4760 |     62.83 |
 
 ### Tokens per Second - Benchmarks
 Scores generated using [llama-bench][bch]. Naive (`llama-quantize` with no optimization) Q4_K_M quantization included for comparison.