# Expert Pruning Report

**Model:** MiniMaxM2ForCausalLM
**Pruning Method:** reap
**Compression Ratio:** 19.92%
**Total Experts Before:** 15872
**Total Experts After:** 12710

---

### Layer 0

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 1,000 | N | Coding | 0.4905 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 400 | N | Coding | 0.5442 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 400 | N | Coding | 1.1991 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 400 | N | Coding | 0.0063 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 200 | N | Coding | 0.1472 |
| 62 | 400 | N | Coding | 72.6406 |
| 63 | 400 | N | Coding | 3.2141 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 200 | N | Coding | 0.0103 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 1,200 | N | Coding | 0.0092 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 0.0202 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 800 | N | Coding | 0.0048 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | N | unknown | 0.0000 |
| 119 | 0 | N | unknown | 0.0000 |
| 120 | 0 | N | unknown | 0.0000 |
| 121 | 0 | N | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 0 | Y | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 0 | N | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | N | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | N | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 200 | N | Coding | 0.2567 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 1,200 | N | Coding | 0.0121 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 200 | N | Coding | 1.9786 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 200 | N | Coding | 0.0083 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 400 | N | Coding | 0.5799 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 200 | N | Coding | 0.0147 |
| 184 | 1,000 | N | Coding | 0.0207 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 0 | Y | unknown | 0.0000 |
| 189 | 0 | Y | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 400 | N | Coding | 53.4099 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 400 | N | Coding | 0.1204 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 1,200 | N | Coding | 0.0058 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 1,200 | N | Coding | 0.0074 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 600 | N | Coding | 0.0062 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 1

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 200 | N | Coding | 0.0413 |
| 4 | 200 | N | Coding | 0.0061 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 200 | N | Coding | 0.0068 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 200 | N | Coding | 0.0198 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 200 | N | Coding | 0.1433 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 200 | N | Coding | 0.0195 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 600 | N | Coding | 0.3397 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 200 | N | Coding | 0.0410 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 200 | N | Coding | 0.0208 |
| 40 | 200 | N | Coding | 0.0156 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 800 | N | Coding | 0.1457 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 600 | N | Coding | 0.0063 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 200 | N | Coding | 0.0113 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 200 | N | Coding | 0.0899 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 200 | N | Coding | 0.0028 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 200 | N | Coding | 0.0358 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 200 | N | Coding | 0.0080 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 200 | N | Coding | 0.0045 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 200 | N | Coding | 0.0052 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 200 | N | Coding | 0.0536 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 1,200 | N | Coding | 0.0109 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 0.1682 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 200 | N | Coding | 0.1948 |
| 138 | 200 | N | Coding | 0.0763 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 200 | N | Coding | 0.0613 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 200 | N | Coding | 0.0224 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 200 | N | Coding | 0.0071 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 400 | N | Coding | 0.0042 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 200 | N | Coding | 0.0474 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 200 | N | Coding | 0.0081 |
| 178 | 600 | N | Coding | 1.8326 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 200 | N | Coding | 0.0154 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 400 | N | Coding | 1.2057 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 200 | N | Coding | 0.0144 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 200 | N | Coding | 0.0168 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 200 | N | Coding | 0.1498 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 200 | N | Coding | 0.0105 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 400 | N | Coding | 0.0054 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 400 | N | Coding | 0.0171 |
| 222 | 200 | N | Coding | 0.0081 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 200 | N | Coding | 0.0112 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 200 | N | Coding | 0.4165 |
| 229 | 200 | N | Coding | 0.0102 |
| 230 | 400 | N | Coding | 0.0076 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 200 | N | Coding | 0.0064 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 2

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 0.3098 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 200 | N | Coding | 0.0081 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 200 | N | Coding | 0.0906 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 400 | N | Coding | 0.0408 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 200 | N | Coding | 0.0316 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 400 | N | Coding | 0.0096 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 200 | N | Coding | 0.0053 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 200 | N | Coding | 0.4389 |
| 49 | 200 | N | Coding | 0.5515 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 0.0177 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 200 | N | Coding | 0.0153 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 200 | N | Coding | 0.0082 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 200 | N | Coding | 0.0163 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 0.0198 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 200 | N | Coding | 0.0144 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 0.2230 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 200 | N | Coding | 0.0079 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 200 | N | Coding | 0.0790 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 400 | N | Coding | 0.0111 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 600 | N | Coding | 0.0072 |
| 110 | 200 | N | Coding | 0.0147 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 200 | N | Coding | 0.0133 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 200 | N | Coding | 1.1638 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 200 | N | Coding | 0.0118 |
| 121 | 200 | N | Coding | 0.9377 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 200 | N | Coding | 0.0062 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 200 | N | Coding | 0.0347 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 200 | N | Coding | 0.0080 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 400 | N | Coding | 0.0200 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 0.0112 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 200 | N | Coding | 0.1016 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 200 | N | Coding | 0.0295 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 200 | N | Coding | 0.0082 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 200 | N | Coding | 0.0248 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 400 | N | Coding | 0.0085 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 400 | N | Coding | 0.6333 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 400 | N | Coding | 0.1231 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 400 | N | Coding | 0.0067 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 200 | N | Coding | 0.0191 |
| 215 | 1,000 | N | Coding | 0.0134 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 200 | N | Coding | 0.0211 |
| 227 | 200 | N | Coding | 0.8043 |
| 228 | 200 | N | Coding | 1.4901 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 200 | N | Coding | 0.0066 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 200 | N | Coding | 0.2902 |
| 246 | 200 | N | Coding | 0.0420 |
| 247 | 200 | N | Coding | 0.0105 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 200 | N | Coding | 0.5380 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 200 | N | Coding | 0.0106 |
| 253 | 200 | N | Coding | 0.1425 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 3

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 200 | N | Coding | 0.0105 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 400 | N | Coding | 0.0206 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 400 | N | Coding | 0.0076 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 200 | N | Coding | 0.0130 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 200 | N | Coding | 0.0681 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 0.1024 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 200 | N | Coding | 0.0093 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 200 | N | Coding | 0.0059 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 0.1095 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 200 | N | Coding | 0.0046 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 200 | N | Coding | 0.0068 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 200 | N | Coding | 0.0096 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 200 | N | Coding | 0.0109 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 800 | N | Coding | 0.3633 |
| 91 | 400 | N | Coding | 0.0364 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 200 | N | Coding | 0.0183 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 200 | N | Coding | 0.0453 |
| 99 | 200 | N | Coding | 0.0403 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 200 | N | Coding | 0.0075 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 200 | N | Coding | 0.0317 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 200 | N | Coding | 0.0131 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 200 | N | Coding | 0.0115 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 600 | N | Coding | 0.3242 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 200 | N | Coding | 0.0365 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | N | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 200 | N | Coding | 0.0078 |
| 135 | 200 | N | Coding | 0.8553 |
| 136 | 200 | N | Coding | 0.0139 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 200 | N | Coding | 0.0272 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 0.0091 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 400 | N | Coding | 0.0148 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 200 | N | Coding | 0.0132 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 400 | N | Coding | 0.0434 |
| 172 | 200 | N | Coding | 0.0580 |
| 173 | 200 | N | Coding | 0.0181 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 400 | N | Coding | 0.0204 |
| 183 | 200 | N | Coding | 0.0262 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 200 | N | Coding | 0.0354 |
| 198 | 200 | N | Coding | 0.1136 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 400 | N | Coding | 0.0166 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 0.1789 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 200 | N | Coding | 0.0010 |
| 218 | 200 | N | Coding | 0.0053 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 200 | N | Coding | 0.0114 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 400 | N | Coding | 0.0095 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 200 | N | Coding | 0.1340 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 200 | N | Coding | 0.0143 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 200 | N | Coding | 0.0158 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 400 | N | Coding | 0.0159 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 200 | N | Coding | 0.0146 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 200 | N | Coding | 0.0167 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 4

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 0.0291 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 200 | N | Coding | 0.0121 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 200 | N | Coding | 0.0252 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 200 | N | Coding | 0.0307 |
| 21 | 200 | N | Coding | 0.0105 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 600 | N | Coding | 0.0167 |
| 24 | 200 | N | Coding | 0.0648 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 200 | N | Coding | 0.2383 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 0.0121 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 200 | N | Coding | 0.2795 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 200 | N | Coding | 0.0477 |
| 59 | 200 | N | Coding | 0.0260 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 200 | N | Coding | 0.3901 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 400 | N | Coding | 0.0159 |
| 68 | 200 | N | Coding | 0.0050 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 1,000 | N | Coding | 0.0901 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 200 | N | Coding | 0.0222 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 0.0173 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 600 | N | Coding | 0.0273 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 200 | N | Coding | 0.0092 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 200 | N | Coding | 0.0351 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 600 | N | Coding | 0.0245 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | N | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 400 | N | Coding | 0.3734 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 0.0231 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | N | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 400 | N | Coding | 0.0142 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 600 | N | Coding | 0.2787 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 200 | N | Coding | 0.0237 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 200 | N | Coding | 0.0046 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 200 | N | Coding | 0.0079 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 200 | N | Coding | 0.0393 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 200 | N | Coding | 0.0120 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 200 | N | Coding | 0.0158 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 200 | N | Coding | 0.1228 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 200 | N | Coding | 0.0250 |
| 207 | 800 | N | Coding | 0.0311 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 400 | N | Coding | 0.0175 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 400 | N | Coding | 0.0216 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 800 | N | Coding | 0.0494 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 200 | N | Coding | 0.0119 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 200 | N | Coding | 0.2719 |
| 251 | 200 | N | Coding | 0.1247 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 5

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 0.1196 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 200 | N | Coding | 0.0510 |
| 9 | 200 | N | Coding | 0.0403 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 200 | N | Coding | 0.0476 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 200 | N | Coding | 0.0075 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 200 | N | Coding | 0.0064 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 200 | N | Coding | 0.0314 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 200 | N | Coding | 0.0322 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 200 | N | Coding | 0.0974 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 200 | N | Coding | 0.0460 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 200 | N | Coding | 0.0148 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 400 | N | Coding | 0.0235 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 200 | N | Coding | 0.0683 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 400 | N | Coding | 2.8264 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 400 | N | Coding | 0.2719 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 400 | N | Coding | 45.7067 |
| 112 | 400 | N | Coding | 0.0152 |
| 113 | 0 | Y | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 200 | N | Coding | 0.0271 |
| 119 | 200 | N | Coding | 0.0192 |
| 120 | 200 | N | Coding | 0.0132 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | N | unknown | 0.0000 |
| 132 | 200 | N | Coding | 0.0046 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 200 | N | Coding | 0.0121 |
| 136 | 200 | N | Coding | 0.0202 |
| 137 | 200 | N | Coding | 0.0195 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 200 | N | Coding | 0.0127 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 400 | N | Coding | 0.2666 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 400 | N | Coding | 0.0261 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 200 | N | Coding | 0.3433 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 200 | N | Coding | 0.0109 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 200 | N | Coding | 0.0933 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 200 | N | Coding | 0.0122 |
| 171 | 200 | N | Coding | 0.0464 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 400 | N | Coding | 0.0207 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 200 | N | Coding | 0.0263 |
| 182 | 400 | N | Coding | 0.0781 |
| 183 | 200 | N | Coding | 0.0162 |
| 184 | 400 | N | Coding | 0.1400 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 0 | Y | unknown | 0.0000 |
| 189 | 0 | Y | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 400 | N | Coding | 0.0186 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 200 | N | Coding | 0.0252 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 600 | N | Coding | 0.0690 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 200 | N | Coding | 0.0055 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 400 | N | Coding | 0.0264 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 200 | N | Coding | 0.0208 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 200 | N | Coding | 0.0298 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 200 | N | Coding | 0.0274 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 600 | N | Coding | 0.0624 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 400 | N | Coding | 0.0531 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 6

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 200 | N | Coding | 0.0310 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 400 | N | Coding | 0.0320 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 200 | N | Coding | 0.0211 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 200 | N | Coding | 0.0169 |
| 13 | 200 | N | Coding | 0.1070 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 400 | N | Coding | 0.0629 |
| 18 | 400 | N | Coding | 0.0586 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 200 | N | Coding | 0.0434 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 400 | N | Coding | 0.0652 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 600 | N | Coding | 0.0951 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 0.0207 |
| 43 | 200 | N | Coding | 0.0588 |
| 44 | 200 | N | Coding | 0.0053 |
| 45 | 200 | N | Coding | 0.0130 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 200 | N | Coding | 0.0314 |
| 59 | 200 | N | Coding | 0.1087 |
| 60 | 400 | N | Coding | 0.0688 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 200 | N | Coding | 0.0425 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 200 | N | Coding | 0.0074 |
| 79 | 400 | N | Coding | 0.0143 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 200 | N | Coding | 0.0065 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 0.0893 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 200 | N | Coding | 0.0235 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 400 | N | Coding | 0.0129 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 400 | N | Coding | 0.0788 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 200 | N | Coding | 0.0107 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 200 | N | Coding | 0.0246 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 200 | N | Coding | 0.0357 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 200 | N | Coding | 0.0259 |
| 152 | 1,000 | N | Coding | 0.0898 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 200 | N | Coding | 0.0160 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 200 | N | Coding | 0.0307 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 200 | N | Coding | 0.0431 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 200 | N | Coding | 0.0422 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 200 | N | Coding | 0.0578 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 200 | N | Coding | 0.0391 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 200 | N | Coding | 0.1044 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 200 | N | Coding | 0.0079 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 200 | N | Coding | 0.0193 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 400 | N | Coding | 0.0288 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 200 | N | Coding | 0.6030 |
| 229 | 400 | N | Coding | 0.0404 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 200 | N | Coding | 0.0325 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 200 | N | Coding | 0.0383 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 200 | N | Coding | 0.0424 |
| 249 | 200 | N | Coding | 0.0953 |
| 250 | 200 | N | Coding | 0.0107 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 200 | N | Coding | 0.0208 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 7

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 800 | N | Coding | 0.0538 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 200 | N | Coding | 0.0200 |
| 16 | 200 | N | Coding | 0.0337 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 1,400 | N | Coding | 0.0893 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 400 | N | Coding | 0.6435 |
| 37 | 200 | N | Coding | 1.0886 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 400 | N | Coding | 0.0961 |
| 44 | 200 | N | Coding | 0.0413 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 200 | N | Coding | 0.2641 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 200 | N | Coding | 0.0326 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 600 | N | Coding | 0.0407 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 600 | N | Coding | 0.0719 |
| 67 | 200 | N | Coding | 0.0130 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 200 | N | Coding | 0.0798 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 0.0740 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 200 | N | Coding | 0.0201 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 800 | N | Coding | 0.0989 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 200 | N | Coding | 0.0555 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 200 | N | Coding | 0.1916 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 200 | N | Coding | 0.0204 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 200 | N | Coding | 0.4264 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 400 | N | Coding | 0.0166 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 200 | N | Coding | 0.0529 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 200 | N | Coding | 0.0405 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | N | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 200 | N | Coding | 0.1547 |
| 151 | 200 | N | Coding | 0.0259 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 200 | N | Coding | 0.1438 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 200 | N | Coding | 0.0165 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 200 | N | Coding | 0.0997 |
| 175 | 200 | N | Coding | 0.0218 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 200 | N | Coding | 0.0479 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 200 | N | Coding | 0.0221 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 200 | N | Coding | 0.0140 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 200 | N | Coding | 0.1369 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 0.0599 |
| 208 | 200 | N | Coding | 0.0073 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 600 | N | Coding | 0.1049 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 200 | N | Coding | 0.0082 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 200 | N | Coding | 0.0133 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 200 | N | Coding | 0.1632 |
| 234 | 200 | N | Coding | 0.0036 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 200 | N | Coding | 0.0102 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 200 | N | Coding | 0.2201 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 8

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 200 | N | Coding | 0.0521 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 200 | N | Coding | 0.0116 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 200 | N | Coding | 0.0451 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 200 | N | Coding | 0.0394 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 200 | N | Coding | 0.0180 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 400 | N | Coding | 0.1534 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 600 | N | Coding | 0.1336 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 200 | N | Coding | 0.0653 |
| 38 | 600 | N | Coding | 0.0466 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 800 | N | Coding | 0.0564 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 200 | N | Coding | 0.0468 |
| 56 | 200 | N | Coding | 0.0042 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 200 | N | Coding | 0.0623 |
| 78 | 400 | N | Coding | 0.1370 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 400 | N | Coding | 0.1447 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 200 | N | Coding | 0.0041 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 400 | N | Coding | 0.1435 |
| 99 | 200 | N | Coding | 0.0968 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 200 | N | Coding | 0.0247 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 200 | N | Coding | 0.0116 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 400 | N | Coding | 0.0326 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 400 | N | Coding | 0.0596 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 400 | N | Coding | 0.0863 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 200 | N | Coding | 0.1179 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 200 | N | Coding | 0.0144 |
| 149 | 0 | N | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 0.0425 |
| 153 | 200 | N | Coding | 0.0133 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 200 | N | Coding | 0.0630 |
| 157 | 600 | N | Coding | 0.2080 |
| 158 | 200 | N | Coding | 0.0141 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 200 | N | Coding | 0.0036 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 400 | N | Coding | 0.0368 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 200 | N | Coding | 0.0117 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 400 | N | Coding | 0.0221 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 400 | N | Coding | 0.0162 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 200 | N | Coding | 2.9192 |
| 189 | 0 | Y | unknown | 0.0000 |
| 190 | 0 | Y | unknown | 0.0000 |
| 191 | 400 | N | Coding | 0.0279 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 200 | N | Coding | 0.0152 |
| 217 | 400 | N | Coding | 0.0369 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 200 | N | Coding | 0.0126 |
| 228 | 200 | N | Coding | 0.0030 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 200 | N | Coding | 0.0074 |
| 238 | 200 | N | Coding | 0.0298 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 9

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 800 | N | Coding | 0.0598 |
| 1 | 200 | N | Coding | 0.0589 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 1,000 | N | Coding | 0.9210 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 200 | N | Coding | 0.0336 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 200 | N | Coding | 0.0048 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 200 | N | Coding | 0.0371 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 200 | N | Coding | 0.0598 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 400 | N | Coding | 0.0352 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 600 | N | Coding | 0.0663 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 200 | N | Coding | 0.1215 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 600 | N | Coding | 0.2304 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 200 | N | Coding | 0.0041 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 200 | N | Coding | 0.0447 |
| 110 | 200 | N | Coding | 0.2586 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 200 | N | Coding | 0.2600 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 200 | N | Coding | 0.0042 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 400 | N | Coding | 0.2675 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | N | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 400 | N | Coding | 0.0211 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 400 | N | Coding | 0.0221 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 200 | N | Coding | 0.0048 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 200 | N | Coding | 0.0085 |
| 182 | 0 | N | unknown | 0.0000 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 200 | N | Coding | 0.0346 |
| 186 | 200 | N | Coding | 0.0274 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 200 | N | Coding | 0.4714 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 400 | N | Coding | 0.0227 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 200 | N | Coding | 0.1211 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 600 | N | Coding | 0.8086 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 200 | N | Coding | 0.3054 |
| 206 | 200 | N | Coding | 0.0109 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 400 | N | Coding | 0.2321 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 200 | N | Coding | 0.0123 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 600 | N | Coding | 0.0747 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 200 | N | Coding | 0.0473 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 400 | N | Coding | 0.1171 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 200 | N | Coding | 0.0468 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 200 | N | Coding | 0.0170 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 1,200 | N | Coding | 0.1797 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 10

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 200 | N | Coding | 0.0506 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 200 | N | Coding | 0.1078 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 200 | N | Coding | 0.0400 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 600 | N | Coding | 0.1132 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 400 | N | Coding | 0.0531 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 200 | N | Coding | 0.0576 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 200 | N | Coding | 0.0242 |
| 32 | 200 | N | Coding | 0.2178 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 200 | N | Coding | 0.0038 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 200 | N | Coding | 0.0130 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 200 | N | Coding | 0.0672 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 200 | N | Coding | 0.0726 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 200 | N | Coding | 0.3289 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 600 | N | Coding | 0.0125 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 400 | N | Coding | 0.1306 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 200 | N | Coding | 0.3311 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 200 | N | Coding | 0.1572 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 0.0150 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 400 | N | Coding | 0.1026 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 200 | N | Coding | 0.2580 |
| 104 | 200 | N | Coding | 0.0184 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 200 | N | Coding | 0.0389 |
| 120 | 200 | N | Coding | 0.0433 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 200 | N | Coding | 0.0014 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 200 | N | Coding | 0.0135 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 400 | N | Coding | 0.0544 |
| 138 | 200 | N | Coding | 0.0401 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 600 | N | Coding | 0.0415 |
| 153 | 200 | N | Coding | 0.0509 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 400 | N | Coding | 0.0125 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 400 | N | Coding | 4.0600 |
| 167 | 200 | N | Coding | 0.1110 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 200 | N | Coding | 0.0390 |
| 170 | 200 | N | Coding | 0.4294 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 200 | N | Coding | 0.0252 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 200 | N | Coding | 0.0828 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 400 | N | Coding | 0.0506 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 200 | N | Coding | 0.1468 |
| 209 | 600 | N | Coding | 0.0852 |
| 210 | 200 | N | Coding | 0.0281 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 600 | N | Coding | 0.3061 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 200 | N | Coding | 0.0590 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 200 | N | Coding | 0.0750 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 200 | N | Coding | 0.1359 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 200 | N | Coding | 0.0153 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 200 | N | Coding | 0.0242 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 200 | N | Coding | 0.0130 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 11

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 200 | N | Coding | 0.0258 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 200 | N | Coding | 0.0586 |
| 10 | 200 | N | Coding | 0.0029 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 200 | N | Coding | 0.0531 |
| 19 | 200 | N | Coding | 0.0417 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 200 | N | Coding | 0.0371 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 200 | N | Coding | 0.5119 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 200 | N | Coding | 0.4025 |
| 35 | 200 | N | Coding | 0.0116 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 600 | N | Coding | 0.0819 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 400 | N | Coding | 0.0959 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 200 | N | Coding | 0.1221 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 200 | N | Coding | 0.0908 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 400 | N | Coding | 0.0107 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 200 | N | Coding | 0.0063 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 200 | N | Coding | 0.0572 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 200 | N | Coding | 0.0206 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 400 | N | Coding | 0.0513 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 200 | N | Coding | 0.0173 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 200 | N | Coding | 0.3268 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 200 | N | Coding | 0.0431 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | N | unknown | 0.0000 |
| 132 | 0 | N | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 200 | N | Coding | 0.0023 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 200 | N | Coding | 0.0036 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 200 | N | Coding | 0.0588 |
| 146 | 200 | N | Coding | 0.0130 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 200 | N | Coding | 0.0262 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 200 | N | Coding | 0.2312 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 600 | N | Coding | 0.1297 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 400 | N | Coding | 0.2490 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 200 | N | Coding | 0.0013 |
| 171 | 400 | N | Coding | 0.0085 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 200 | N | Coding | 0.1371 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 400 | N | Coding | 0.1344 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 200 | N | Coding | 0.0341 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 400 | N | Coding | 0.0431 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 200 | N | Coding | 0.0153 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 200 | N | Coding | 0.0616 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 200 | N | Coding | 0.0698 |
| 204 | 200 | N | Coding | 0.0419 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 200 | N | Coding | 1.1282 |
| 215 | 200 | N | Coding | 0.0385 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 200 | N | Coding | 0.0435 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 200 | N | Coding | 0.2490 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 800 | N | Coding | 0.1188 |
| 247 | 400 | N | Coding | 0.1114 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 200 | N | Coding | 0.0472 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 600 | N | Coding | 0.2118 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 12

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 200 | N | Coding | 0.5394 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 200 | N | Coding | 0.0810 |
| 15 | 400 | N | Coding | 0.0105 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 400 | N | Coding | 0.0660 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 200 | N | Coding | 0.0443 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 200 | N | Coding | 0.1503 |
| 46 | 200 | N | Coding | 0.1092 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 200 | N | Coding | 0.0034 |
| 51 | 400 | N | Coding | 0.0597 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 200 | N | Coding | 0.0885 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 200 | N | Coding | 0.0168 |
| 63 | 200 | N | Coding | 0.3513 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 200 | N | Coding | 0.5836 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 200 | N | Coding | 0.0453 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 200 | N | Coding | 0.0093 |
| 81 | 400 | N | Coding | 0.1185 |
| 82 | 200 | N | Coding | 0.0728 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 400 | N | Coding | 0.1809 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | Y | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 200 | N | Coding | 0.1383 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 200 | N | Coding | 0.0393 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | N | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 200 | N | Coding | 0.0121 |
| 132 | 400 | N | Coding | 0.3481 |
| 133 | 200 | N | Coding | 0.7145 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 800 | N | Coding | 0.2217 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 200 | N | Coding | 0.0767 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 0.0030 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 200 | N | Coding | 0.0312 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 200 | N | Coding | 0.0027 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 200 | N | Coding | 0.0705 |
| 172 | 400 | N | Coding | 0.1001 |
| 173 | 200 | N | Coding | 0.0130 |
| 174 | 200 | N | Coding | 0.0120 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 200 | N | Coding | 0.2167 |
| 183 | 600 | N | Coding | 0.1134 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 200 | N | Coding | 0.0128 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 200 | N | Coding | 0.0623 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 200 | N | Coding | 0.0152 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 200 | N | Coding | 0.0531 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 200 | N | Coding | 0.0044 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 200 | N | Coding | 0.1199 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 200 | N | Coding | 0.0020 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 200 | N | Coding | 0.0619 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 400 | N | Coding | 0.0907 |
| 237 | 200 | N | Coding | 0.1393 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 200 | N | Coding | 0.0580 |
| 243 | 200 | N | Coding | 0.0386 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 600 | N | Coding | 1.2321 |
| 248 | 200 | N | Coding | 0.1314 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 200 | N | Coding | 0.0563 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 13

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 0.0671 |
| 1 | 200 | N | Coding | 0.0392 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 200 | N | Coding | 0.0769 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 200 | N | Coding | 0.0606 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 200 | N | Coding | 0.0130 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 200 | N | Coding | 0.0297 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 400 | N | Coding | 0.6455 |
| 34 | 200 | N | Coding | 0.3581 |
| 35 | 200 | N | Coding | 0.2296 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 200 | N | Coding | 0.0796 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 800 | N | Coding | 0.1492 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 200 | N | Coding | 0.1269 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 400 | N | Coding | 0.5220 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 200 | N | Coding | 0.0615 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 200 | N | Coding | 0.0494 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 200 | N | Coding | 0.0152 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 600 | N | Coding | 0.2779 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 200 | N | Coding | 0.0558 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 400 | N | Coding | 0.0191 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 200 | N | Coding | 0.1398 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | Y | unknown | 0.0000 |
| 109 | 0 | Y | unknown | 0.0000 |
| 110 | 0 | Y | unknown | 0.0000 |
| 111 | 0 | Y | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | Y | unknown | 0.0000 |
| 114 | 200 | N | Coding | 0.0157 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 200 | N | Coding | 0.0204 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 200 | N | Coding | 0.0695 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 0.3869 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | N | unknown | 0.0000 |
| 131 | 0 | N | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 0 | Y | unknown | 0.0000 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 200 | N | Coding | 0.0354 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 200 | N | Coding | 0.0735 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 200 | N | Coding | 0.4138 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 200 | N | Coding | 0.3853 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 200 | N | Coding | 0.0423 |
| 167 | 0 | N | unknown | 0.0000 |
| 168 | 0 | N | unknown | 0.0000 |
| 169 | 0 | N | unknown | 0.0000 |
| 170 | 0 | N | unknown | 0.0000 |
| 171 | 0 | N | unknown | 0.0000 |
| 172 | 0 | N | unknown | 0.0000 |
| 173 | 0 | N | unknown | 0.0000 |
| 174 | 0 | N | unknown | 0.0000 |
| 175 | 200 | N | Coding | 0.0166 |
| 176 | 0 | N | unknown | 0.0000 |
| 177 | 400 | N | Coding | 0.1159 |
| 178 | 0 | N | unknown | 0.0000 |
| 179 | 0 | N | unknown | 0.0000 |
| 180 | 0 | N | unknown | 0.0000 |
| 181 | 0 | N | unknown | 0.0000 |
| 182 | 0 | N | unknown | 0.0000 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 200 | N | Coding | 0.2659 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 200 | N | Coding | 2.4634 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 200 | N | Coding | 0.4084 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 400 | N | Coding | 0.1765 |
| 203 | 200 | N | Coding | 0.0204 |
| 204 | 200 | N | Coding | 0.0511 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 400 | N | Coding | 0.0214 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 200 | N | Coding | 0.0453 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 400 | N | Coding | 0.0106 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 200 | N | Coding | 0.0151 |
| 232 | 400 | N | Coding | 0.0397 |
| 233 | 0 | Y | unknown | 0.0000 |
| 234 | 0 | Y | unknown | 0.0000 |
| 235 | 0 | Y | unknown | 0.0000 |
| 236 | 0 | Y | unknown | 0.0000 |
| 237 | 200 | N | Coding | 0.0043 |
| 238 | 200 | N | Coding | 0.0022 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 600 | N | Coding | 0.1680 |
| 243 | 200 | N | Coding | 0.0027 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 200 | N | Coding | 0.0171 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 200 | N | Coding | 0.0325 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 200 | N | Coding | 0.2522 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 14

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 400 | N | Coding | 0.0261 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 200 | N | Coding | 0.2146 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 200 | N | Coding | 0.0846 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 200 | N | Coding | 0.0614 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 600 | N | Coding | 0.1844 |
| 39 | 400 | N | Coding | 0.0498 |
| 40 | 200 | N | Coding | 0.0523 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 0.0034 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 200 | N | Coding | 0.1702 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 200 | N | Coding | 0.0042 |
| 54 | 200 | N | Coding | 0.0744 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 400 | N | Coding | 0.1755 |
| 62 | 400 | N | Coding | 0.4008 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 200 | N | Coding | 0.0445 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 200 | N | Coding | 0.0135 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 200 | N | Coding | 12.7062 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 200 | N | Coding | 0.0661 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 0.0116 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 200 | N | Coding | 0.0895 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 200 | N | Coding | 0.0392 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 200 | N | Coding | 0.0518 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 400 | N | Coding | 0.2915 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 200 | N | Coding | 0.0670 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 400 | N | Coding | 0.2822 |
| 134 | 200 | N | Coding | 0.0587 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 200 | N | Coding | 0.0032 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 600 | N | Coding | 0.1513 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 200 | N | Coding | 0.2975 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 200 | N | Coding | 0.1550 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 400 | N | Coding | 0.0111 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 400 | N | Coding | 0.1920 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 200 | N | Coding | 0.0153 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 200 | N | Coding | 0.0163 |
| 187 | 200 | N | Coding | 0.0030 |
| 188 | 200 | N | Coding | 0.1979 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 200 | N | Coding | 0.0029 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 400 | N | Coding | 0.0523 |
| 206 | 200 | N | Coding | 0.0441 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 800 | N | Coding | 0.7280 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 200 | N | Coding | 0.2399 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 400 | N | Coding | 0.2736 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 400 | N | Coding | 0.3679 |
| 223 | 200 | N | Coding | 0.0198 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 200 | N | Coding | 0.0197 |
| 229 | 200 | N | Coding | 0.0021 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 200 | N | Coding | 0.0592 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 15

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 200 | N | Coding | 0.0026 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 200 | N | Coding | 0.0666 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 200 | N | Coding | 0.0029 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 400 | N | Coding | 0.0334 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 200 | N | Coding | 0.0738 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 200 | N | Coding | 0.0465 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 400 | N | Coding | 0.0338 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 200 | N | Coding | 0.2593 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 0.0551 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 200 | N | Coding | 0.0028 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 200 | N | Coding | 0.0369 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 200 | N | Coding | 0.0506 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 400 | N | Coding | 0.1262 |
| 76 | 400 | N | Coding | 0.0648 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 200 | N | Coding | 0.3040 |
| 83 | 200 | N | Coding | 0.0032 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 800 | N | Coding | 0.1032 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 200 | N | Coding | 0.0310 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 200 | N | Coding | 0.0975 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 200 | N | Coding | 0.0135 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 400 | N | Coding | 0.4873 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 200 | N | Coding | 0.0997 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 400 | N | Coding | 0.0885 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 200 | N | Coding | 0.0310 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 400 | N | Coding | 0.0698 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | Y | unknown | 0.0000 |
| 129 | 200 | N | Coding | 0.0340 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | N | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 200 | N | Coding | 0.0947 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 800 | N | Coding | 0.0965 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | N | unknown | 0.0000 |
| 182 | 400 | N | Coding | 0.1011 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 200 | N | Coding | 0.5062 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 200 | N | Coding | 0.2710 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 600 | N | Coding | 0.2968 |
| 208 | 200 | N | Coding | 0.4116 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 200 | N | Coding | 0.0491 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 200 | N | Coding | 0.0113 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 200 | N | Coding | 0.7688 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 200 | N | Coding | 0.0331 |
| 226 | 400 | N | Coding | 0.4991 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 200 | N | Coding | 1.6907 |
| 229 | 400 | N | Coding | 0.6526 |
| 230 | 200 | N | Coding | 0.4568 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 200 | N | Coding | 0.0475 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 200 | N | Coding | 0.0041 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 200 | N | Coding | 0.0678 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 400 | N | Coding | 0.0107 |

---

### Layer 16

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 200 | N | Coding | 0.7679 |
| 2 | 400 | N | Coding | 0.0230 |
| 3 | 1,000 | N | Coding | 0.1943 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 200 | N | Coding | 0.2395 |
| 20 | 400 | N | Coding | 0.2894 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 200 | N | Coding | 0.0775 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 200 | N | Coding | 0.1215 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 200 | N | Coding | 0.0031 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 200 | N | Coding | 0.0559 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 0.0949 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 200 | N | Coding | 0.1482 |
| 49 | 200 | N | Coding | 0.0166 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 200 | N | Coding | 0.0194 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 400 | N | Coding | 0.0980 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 0.5346 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 200 | N | Coding | 0.0618 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 200 | N | Coding | 1.4426 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 600 | N | Coding | 0.4258 |
| 68 | 400 | N | Coding | 0.0617 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 0.4238 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 200 | N | Coding | 0.1205 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 0.0535 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 200 | N | Coding | 0.0437 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 200 | N | Coding | 0.0456 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 200 | N | Coding | 0.1712 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 200 | N | Coding | 0.1292 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 400 | N | Coding | 0.1072 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 200 | N | Coding | 0.0026 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 200 | N | Coding | 0.0232 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 200 | N | Coding | 0.0096 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 200 | N | Coding | 2.1384 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | N | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 200 | N | Coding | 0.4503 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 200 | N | Coding | 0.2209 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 800 | N | Coding | 0.0808 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 400 | N | Coding | 0.1940 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 200 | N | Coding | 0.0218 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 200 | N | Coding | 0.2159 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 200 | N | Coding | 0.0050 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 200 | N | Coding | 0.0682 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 600 | N | Coding | 0.1382 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 200 | N | Coding | 0.0301 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 400 | N | Coding | 0.0110 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 200 | N | Coding | 0.0897 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 200 | N | Coding | 0.1608 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 200 | N | Coding | 0.0031 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 200 | N | Coding | 0.0056 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 17

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 200 | N | Coding | 0.0249 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 200 | N | Coding | 0.0061 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 200 | N | Coding | 0.1508 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 200 | N | Coding | 0.0465 |
| 14 | 200 | N | Coding | 0.0168 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 200 | N | Coding | 0.1287 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 1,000 | N | Coding | 0.2337 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 200 | N | Coding | 0.3910 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 600 | N | Coding | 0.0606 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 200 | N | Coding | 0.0721 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 800 | N | Coding | 0.1701 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 400 | N | Coding | 0.0819 |
| 73 | 800 | N | Coding | 0.2830 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 0.0169 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 400 | N | Coding | 1.7677 |
| 82 | 400 | N | Coding | 0.1458 |
| 83 | 200 | N | Coding | 0.6095 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 200 | N | Coding | 0.0151 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 200 | N | Coding | 0.0161 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 200 | N | Coding | 0.1264 |
| 102 | 200 | N | Coding | 0.0704 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 200 | N | Coding | 0.0737 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 800 | N | Coding | 0.0556 |
| 119 | 200 | N | Coding | 0.1218 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 200 | N | Coding | 0.0627 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 200 | N | Coding | 0.0568 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 200 | N | Coding | 1.0484 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 200 | N | Coding | 0.0735 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 200 | N | Coding | 0.4102 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 0 | Y | unknown | 0.0000 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 200 | N | Coding | 0.5132 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 0 | N | unknown | 0.0000 |
| 145 | 0 | N | unknown | 0.0000 |
| 146 | 0 | N | unknown | 0.0000 |
| 147 | 0 | N | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | N | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 200 | N | Coding | 0.2688 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 200 | N | Coding | 0.3340 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 200 | N | Coding | 0.1461 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 200 | N | Coding | 0.0662 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 0 | Y | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 200 | N | Coding | 0.0392 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 200 | N | Coding | 0.0659 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 0.4591 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 400 | N | Coding | 0.0849 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 400 | N | Coding | 0.6772 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 200 | N | Coding | 0.1005 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 200 | N | Coding | 0.0796 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 600 | N | Coding | 0.1747 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 18

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 200 | N | Coding | 0.1150 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 200 | N | Coding | 0.0042 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 200 | N | Coding | 0.0046 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 200 | N | Coding | 0.2067 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 200 | N | Coding | 0.0218 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 200 | N | Coding | 0.0972 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 600 | N | Coding | 1.5528 |
| 55 | 200 | N | Coding | 0.0160 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 200 | N | Coding | 0.1493 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 200 | N | Coding | 0.1959 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 200 | N | Coding | 0.2636 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 200 | N | Coding | 0.0861 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 200 | N | Coding | 0.0116 |
| 92 | 400 | N | Coding | 0.1842 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 200 | N | Coding | 0.1177 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 200 | N | Coding | 1.1091 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | Y | unknown | 0.0000 |
| 129 | 200 | N | Coding | 0.5069 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 200 | N | Coding | 0.0212 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 200 | N | Coding | 0.1158 |
| 140 | 200 | N | Coding | 0.0679 |
| 141 | 200 | N | Coding | 0.5477 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 200 | N | Coding | 0.2026 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 200 | N | Coding | 0.4505 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 400 | N | Coding | 0.2305 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 600 | N | Coding | 0.9664 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 600 | N | Coding | 1.2209 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 200 | N | Coding | 0.2214 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 200 | N | Coding | 0.0910 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 1,000 | N | Coding | 0.4026 |
| 187 | 200 | N | Coding | 0.0029 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 200 | N | Coding | 0.0022 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 200 | N | Coding | 0.1158 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 800 | N | Coding | 0.2854 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 600 | N | Coding | 0.1297 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 0.3227 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 200 | N | Coding | 0.8353 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 200 | N | Coding | 0.1059 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 200 | N | Coding | 0.1434 |
| 233 | 1,000 | N | Coding | 0.3884 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 800 | N | Coding | 0.5973 |

---

### Layer 19

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 0.1912 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 400 | N | Coding | 1.3989 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 200 | N | Coding | 0.1098 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 400 | N | Coding | 0.0943 |
| 18 | 200 | N | Coding | 0.2874 |
| 19 | 200 | N | Coding | 0.0840 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 200 | N | Coding | 0.1821 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 400 | N | Coding | 0.1152 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 200 | N | Coding | 0.0041 |
| 39 | 200 | N | Coding | 0.2133 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 600 | N | Coding | 0.1158 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 200 | N | Coding | 0.2568 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 200 | N | Coding | 0.3379 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 200 | N | Coding | 0.2024 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 400 | N | Coding | 0.0845 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 200 | N | Coding | 0.2555 |
| 75 | 200 | N | Coding | 0.3346 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 200 | N | Coding | 0.2205 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 200 | N | Coding | 1.0326 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 200 | N | Coding | 0.0688 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 200 | N | Coding | 0.0669 |
| 111 | 200 | N | Coding | 0.0522 |
| 112 | 200 | N | Coding | 0.0022 |
| 113 | 200 | N | Coding | 0.0019 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 200 | N | Coding | 0.0550 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 400 | N | Coding | 0.7059 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 200 | N | Coding | 0.5866 |
| 131 | 800 | N | Coding | 0.1544 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 200 | N | Coding | 0.0581 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 400 | N | Coding | 0.0695 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 0 | N | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 200 | N | Coding | 0.1110 |
| 148 | 200 | N | Coding | 0.0025 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 200 | N | Coding | 0.0580 |
| 154 | 0 | N | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 200 | N | Coding | 0.1158 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 200 | N | Coding | 0.1914 |
| 192 | 200 | N | Coding | 0.1340 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 400 | N | Coding | 0.4712 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 200 | N | Coding | 0.0038 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 600 | N | Coding | 0.1246 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 200 | N | Coding | 0.0025 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 200 | N | Coding | 0.0026 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 600 | N | Coding | 0.3273 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 200 | N | Coding | 0.1175 |
| 236 | 200 | N | Coding | 0.1372 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 800 | N | Coding | 0.2368 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 20

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 200 | N | Coding | 0.0595 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 200 | N | Coding | 0.1476 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 400 | N | Coding | 0.2030 |
| 37 | 800 | N | Coding | 0.8551 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 200 | N | Coding | 0.0207 |
| 60 | 200 | N | Coding | 0.3659 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 200 | N | Coding | 0.0267 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 600 | N | Coding | 0.2514 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 400 | N | Coding | 0.1832 |
| 77 | 200 | N | Coding | 0.0311 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 200 | N | Coding | 0.0032 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 200 | N | Coding | 0.1908 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 200 | N | Coding | 0.0512 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 0.1848 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 800 | N | Coding | 0.1281 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 800 | N | Coding | 0.8050 |
| 114 | 200 | N | Coding | 1.2928 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 200 | N | Coding | 0.0452 |
| 132 | 200 | N | Coding | 0.0599 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 200 | N | Coding | 0.1704 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 200 | N | Coding | 0.5557 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 200 | N | Coding | 0.0344 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 400 | N | Coding | 0.9968 |
| 155 | 400 | N | Coding | 247.1399 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 800 | N | Coding | 0.5462 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 200 | N | Coding | 0.0582 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 200 | N | Coding | 0.1017 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 200 | N | Coding | 0.2707 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 200 | N | Coding | 0.1813 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 1,000 | N | Coding | 0.5707 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 200 | N | Coding | 0.0103 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 200 | N | Coding | 0.0027 |
| 218 | 200 | N | Coding | 0.1109 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 200 | N | Coding | 0.0040 |
| 222 | 200 | N | Coding | 0.0041 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 200 | N | Coding | 0.0044 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 400 | N | Coding | 0.1472 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 200 | N | Coding | 0.1251 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 200 | N | Coding | 0.3654 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 200 | N | Coding | 0.1469 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 200 | N | Coding | 5.7075 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 21

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 200 | N | Coding | 0.1570 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 400 | N | Coding | 0.1386 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 200 | N | Coding | 0.2740 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 400 | N | Coding | 0.0813 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 1,000 | N | Coding | 0.4000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 200 | N | Coding | 0.0026 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 200 | N | Coding | 0.0672 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 200 | N | Coding | 0.1712 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 200 | N | Coding | 0.0046 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 200 | N | Coding | 0.2482 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 200 | N | Coding | 0.3671 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 200 | N | Coding | 0.1426 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 200 | N | Coding | 0.1677 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 200 | N | Coding | 0.2190 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 200 | N | Coding | 0.1074 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 200 | N | Coding | 0.0934 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 400 | N | Coding | 0.4143 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 200 | N | Coding | 0.0025 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 200 | N | Coding | 0.1326 |
| 130 | 800 | N | Coding | 0.1223 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 200 | N | Coding | 0.1942 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 800 | N | Coding | 0.3932 |
| 136 | 800 | N | Coding | 10.1123 |
| 137 | 200 | N | Coding | 0.0049 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 0 | N | unknown | 0.0000 |
| 145 | 0 | N | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 200 | N | Coding | 0.0887 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 200 | N | Coding | 0.0032 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 200 | N | Coding | 0.0931 |
| 155 | 0 | N | unknown | 0.0000 |
| 156 | 400 | N | Coding | 0.1047 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 800 | N | Coding | 0.2491 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 200 | N | Coding | 0.1565 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 600 | N | Coding | 0.2273 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 0 | Y | unknown | 0.0000 |
| 189 | 0 | Y | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 200 | N | Coding | 0.2877 |
| 193 | 200 | N | Coding | 0.0913 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 200 | N | Coding | 0.0841 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 200 | N | Coding | 1.5343 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 200 | N | Coding | 0.0023 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 200 | N | Coding | 0.1514 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 600 | N | Coding | 0.4402 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 400 | N | Coding | 0.0907 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 22

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 400 | N | Coding | 0.4541 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 200 | N | Coding | 0.0888 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 400 | N | Coding | 0.2383 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 400 | N | Coding | 53.4512 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 200 | N | Coding | 0.3709 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 1,000 | N | Coding | 0.9046 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 200 | N | Coding | 0.0150 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 200 | N | Coding | 0.3325 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 200 | N | Coding | 0.2999 |
| 49 | 200 | N | Coding | 0.0114 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 200 | N | Coding | 0.0035 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 400 | N | Coding | 0.1222 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 200 | N | Coding | 0.0105 |
| 77 | 200 | N | Coding | 0.1872 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 600 | N | Coding | 0.2626 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 400 | N | Coding | 0.9665 |
| 108 | 800 | N | Coding | 0.7943 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | Y | unknown | 0.0000 |
| 113 | 200 | N | Coding | 0.0030 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 200 | N | Coding | 0.7903 |
| 127 | 0 | N | unknown | 0.0000 |
| 128 | 200 | N | Coding | 0.0123 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 200 | N | Coding | 0.1566 |
| 131 | 0 | N | unknown | 0.0000 |
| 132 | 0 | N | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 0 | Y | unknown | 0.0000 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 600 | N | Coding | 0.1189 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 400 | N | Coding | 0.1858 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 200 | N | Coding | 0.0029 |
| 166 | 200 | N | Coding | 0.1697 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 200 | N | Coding | 0.0726 |
| 169 | 0 | N | unknown | 0.0000 |
| 170 | 0 | N | unknown | 0.0000 |
| 171 | 600 | N | Coding | 0.3937 |
| 172 | 600 | N | Coding | 0.9881 |
| 173 | 200 | N | Coding | 0.6213 |
| 174 | 0 | N | unknown | 0.0000 |
| 175 | 0 | N | unknown | 0.0000 |
| 176 | 0 | N | unknown | 0.0000 |
| 177 | 0 | N | unknown | 0.0000 |
| 178 | 0 | N | unknown | 0.0000 |
| 179 | 200 | N | Coding | 0.0035 |
| 180 | 0 | N | unknown | 0.0000 |
| 181 | 0 | N | unknown | 0.0000 |
| 182 | 0 | N | unknown | 0.0000 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 200 | N | Coding | 0.0126 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 800 | N | Coding | 1.5195 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 200 | N | Coding | 0.0027 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 200 | N | Coding | 0.3810 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | Y | unknown | 0.0000 |
| 233 | 200 | N | Coding | 0.1205 |
| 234 | 0 | Y | unknown | 0.0000 |
| 235 | 0 | Y | unknown | 0.0000 |
| 236 | 0 | Y | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 400 | N | Coding | 0.0948 |
| 239 | 0 | Y | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 200 | N | Coding | 0.0167 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 400 | N | Coding | 0.5521 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 23

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 200 | N | Coding | 30.5106 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 800 | N | Coding | 2.0981 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 200 | N | Coding | 0.0674 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 200 | N | Coding | 0.0936 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 200 | N | Coding | 0.0034 |
| 33 | 200 | N | Coding | 0.2175 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 200 | N | Coding | 0.0051 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 200 | N | Coding | 0.1087 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 200 | N | Coding | 0.0055 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 200 | N | Coding | 0.0028 |
| 50 | 200 | N | Coding | 0.1248 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 200 | N | Coding | 0.0026 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 200 | N | Coding | 0.1440 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 400 | N | Coding | 0.3021 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 200 | N | Coding | 0.3269 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 200 | N | Coding | 0.1966 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 200 | N | Coding | 0.3490 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 400 | N | Coding | 0.6622 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 200 | N | Coding | 1.6850 |
| 110 | 200 | N | Coding | 0.1634 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | N | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 200 | N | Coding | 0.0668 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | N | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 400 | N | Coding | 0.4777 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 1,000 | N | Coding | 0.2577 |
| 155 | 400 | N | Coding | 0.5462 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 200 | N | Coding | 0.2644 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 200 | N | Coding | 0.0031 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 200 | N | Coding | 0.3094 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 200 | N | Coding | 0.1625 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 200 | N | Coding | 0.0902 |
| 183 | 200 | N | Coding | 0.2946 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 200 | N | Coding | 0.1392 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 200 | N | Coding | 0.0529 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 200 | N | Coding | 0.0865 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 1,200 | N | Coding | 1.6346 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 400 | N | Coding | 0.2800 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 200 | N | Coding | 0.1936 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 200 | N | Coding | 0.1579 |
| 233 | 200 | N | Coding | 0.2335 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 200 | N | Coding | 6.2675 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 200 | N | Coding | 0.3173 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 800 | N | Coding | 0.2557 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 400 | N | Coding | 0.1255 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 200 | N | Coding | 0.0033 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 24

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 1,400 | N | Coding | 2.1467 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 200 | N | Coding | 0.0039 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 400 | N | Coding | 1.1242 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 200 | N | Coding | 0.1454 |
| 18 | 200 | N | Coding | 0.1280 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 200 | N | Coding | 0.6473 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 200 | N | Coding | 0.1634 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 400 | N | Coding | 0.1368 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 200 | N | Coding | 0.1489 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 200 | N | Coding | 0.0034 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 400 | N | Coding | 0.2722 |
| 53 | 200 | N | Coding | 1.1268 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 200 | N | Coding | 0.0175 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 200 | N | Coding | 0.2199 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 200 | N | Coding | 0.1648 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 200 | N | Coding | 0.2155 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 200 | N | Coding | 2.1221 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 1,400 | N | Coding | 9.0924 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | N | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 200 | N | Coding | 3010.8215 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 400 | N | Coding | 0.2687 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 200 | N | Coding | 0.1895 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 200 | N | Coding | 0.0041 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 200 | N | Coding | 0.8657 |
| 178 | 200 | N | Coding | 0.1985 |
| 179 | 0 | N | unknown | 0.0000 |
| 180 | 0 | N | unknown | 0.0000 |
| 181 | 200 | N | Coding | 0.0035 |
| 182 | 0 | N | unknown | 0.0000 |
| 183 | 200 | N | Coding | 0.1417 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 200 | N | Coding | 0.1318 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 200 | N | Coding | 0.0078 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 200 | N | Coding | 0.2468 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 400 | N | Coding | 0.3698 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 0.0055 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 200 | N | Coding | 0.3384 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 200 | N | Coding | 0.3246 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 200 | N | Coding | 0.0039 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 200 | N | Coding | 0.6292 |
| 227 | 200 | N | Coding | 0.1156 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 200 | N | Coding | 0.1002 |
| 230 | 200 | N | Coding | 0.1490 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 200 | N | Coding | 0.1748 |
| 236 | 200 | N | Coding | 0.2050 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 200 | N | Coding | 0.1904 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 200 | N | Coding | 0.0744 |
| 245 | 200 | N | Coding | 0.0043 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 200 | N | Coding | 0.1045 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 600 | N | Coding | 0.4886 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 25

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 200 | N | Coding | 0.4014 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 200 | N | Coding | 0.1521 |
| 22 | 200 | N | Coding | 0.0196 |
| 23 | 200 | N | Coding | 0.3733 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 400 | N | Coding | 0.0146 |
| 28 | 200 | N | Coding | 0.0048 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 200 | N | Coding | 0.0823 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 200 | N | Coding | 0.0118 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 200 | N | Coding | 0.0110 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 200 | N | Coding | 29.1269 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 1,000 | N | Coding | 1.3582 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 200 | N | Coding | 0.0060 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 400 | N | Coding | 1.4699 |
| 80 | 400 | N | Coding | 0.4151 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 400 | N | Coding | 0.5707 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 200 | N | Coding | 4.3935 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 200 | N | Coding | 0.0334 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 200 | N | Coding | 0.5119 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 200 | N | Coding | 0.0157 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 0.0075 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 200 | N | Coding | 0.2113 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 200 | N | Coding | 0.3091 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 400 | N | Coding | 0.0664 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 200 | N | Coding | 0.0156 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 200 | N | Coding | 1.5006 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 200 | N | Coding | 0.4842 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 400 | N | Coding | 0.2538 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 200 | N | Coding | 0.1279 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 200 | N | Coding | 0.1699 |
| 194 | 200 | N | Coding | 1.1954 |
| 195 | 400 | N | Coding | 0.9725 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 200 | N | Coding | 0.2457 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 400 | N | Coding | 0.0962 |
| 212 | 200 | N | Coding | 0.2105 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 200 | N | Coding | 0.2179 |
| 218 | 1,000 | N | Coding | 3.6937 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 200 | N | Coding | 0.3480 |
| 228 | 200 | N | Coding | 0.1330 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 200 | N | Coding | 0.0891 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 400 | N | Coding | 0.1509 |
| 244 | 200 | N | Coding | 0.0036 |
| 245 | 400 | N | Coding | 0.2118 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 800 | N | Coding | 0.6139 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 26

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 400 | N | Coding | 0.1630 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 200 | N | Coding | 0.0055 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 400 | N | Coding | 0.0734 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 200 | N | Coding | 0.0969 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 200 | N | Coding | 0.1933 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 600 | N | Coding | 5.6579 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 200 | N | Coding | 0.2131 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 200 | N | Coding | 0.1184 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 200 | N | Coding | 0.0056 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 200 | N | Coding | 0.1889 |
| 67 | 200 | N | Coding | 0.0051 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 0.0038 |
| 76 | 400 | N | Coding | 0.1767 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 400 | N | Coding | 0.9832 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 600 | N | Coding | 0.1708 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 0.2289 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 200 | N | Coding | 0.0015 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 400 | N | Coding | 0.2561 |
| 101 | 200 | N | Coding | 0.1521 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 1,000 | N | Coding | 1.4370 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 200 | N | Coding | 0.0017 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 200 | N | Coding | 0.3310 |
| 115 | 800 | N | Coding | 0.2918 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | N | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 200 | N | Coding | 0.0932 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | N | unknown | 0.0000 |
| 147 | 200 | N | Coding | 0.0011 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 200 | N | Coding | 0.0062 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 200 | N | Coding | 0.1262 |
| 156 | 200 | N | Coding | 0.0175 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 200 | N | Coding | 0.1808 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 200 | N | Coding | 0.1758 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 200 | N | Coding | 0.0053 |
| 173 | 400 | N | Coding | 0.3211 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 400 | N | Coding | 0.1672 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 600 | N | Coding | 38.3470 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 0 | Y | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 200 | N | Coding | 0.0051 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 200 | N | Coding | 0.1491 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 400 | N | Coding | 0.0970 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 200 | N | Coding | 0.0461 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 200 | N | Coding | 0.3629 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 200 | N | Coding | 0.0038 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 400 | N | Coding | 0.4664 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 200 | N | Coding | 0.0245 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 27

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 200 | N | Coding | 0.1661 |
| 3 | 200 | N | Coding | 0.0050 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 200 | N | Coding | 0.2325 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 200 | N | Coding | 0.5661 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 400 | N | Coding | 7.1805 |
| 16 | 200 | N | Coding | 0.0032 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 200 | N | Coding | 0.1495 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 200 | N | Coding | 0.0760 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 200 | N | Coding | 0.3192 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 200 | N | Coding | 0.1751 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 200 | N | Coding | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 200 | N | Coding | 0.0040 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 400 | N | Coding | 0.2853 |
| 87 | 600 | N | Coding | 7.7176 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 400 | N | Coding | 0.6679 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 400 | N | Coding | 0.2970 |
| 96 | 200 | N | Coding | 1.3640 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 200 | N | Coding | 4.7270 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 400 | N | Coding | 0.1777 |
| 112 | 200 | N | Coding | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 200 | N | Coding | 1.2382 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 200 | N | Coding | 0.6590 |
| 125 | 600 | N | Coding | 0.5208 |
| 126 | 200 | N | Coding | 0.2436 |
| 127 | 400 | N | Coding | 0.6676 |
| 128 | 0 | Y | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 200 | N | Coding | 0.2437 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 800 | N | Coding | 0.4670 |
| 158 | 200 | N | Coding | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 400 | N | Coding | 0.3531 |
| 169 | 400 | N | Coding | 0.0046 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 200 | N | Coding | 0.1804 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 200 | N | Coding | 0.1307 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 200 | N | Coding | 0.0000 |
| 193 | 200 | N | Coding | 0.1297 |
| 194 | 200 | N | Coding | 0.1855 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 200 | N | Coding | 0.0049 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 200 | N | Coding | 4.2764 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 200 | N | Coding | 0.0046 |
| 214 | 200 | N | Coding | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 200 | N | Coding | 0.0042 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 200 | N | Coding | 3.0606 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 200 | N | Coding | 0.1512 |
| 250 | 600 | N | Coding | 0.6035 |
| 251 | 200 | N | Coding | 0.2045 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 200 | N | Coding | 0.3281 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 200 | N | Coding | 0.7452 |

---

### Layer 28

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 200 | N | Coding | 1.2359 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 200 | N | Coding | 0.1076 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 200 | N | Coding | 0.0122 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 200 | N | Coding | 1.0341 |
| 24 | 200 | N | Coding | 0.0064 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 200 | N | Coding | 0.1388 |
| 28 | 400 | N | Coding | 0.6825 |
| 29 | 200 | N | Coding | 0.0092 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 200 | N | Coding | 0.2058 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 200 | N | Coding | 0.0395 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 200 | N | Coding | 0.1007 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 200 | N | Coding | 0.0065 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 600 | N | Coding | 0.6071 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 200 | N | Coding | 0.3411 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 200 | N | Coding | 0.1370 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 0.0327 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 200 | N | Coding | 0.0044 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 400 | N | Coding | 0.2402 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 200 | N | Coding | 0.3496 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 0.8779 |
| 94 | 200 | N | Coding | 0.3087 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 200 | N | Coding | 0.5171 |
| 99 | 200 | N | Coding | 0.0352 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 200 | N | Coding | 0.2334 |
| 106 | 200 | N | Coding | 0.0114 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 200 | N | Coding | 0.0139 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 200 | N | Coding | 0.2129 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 200 | N | Coding | 1.1244 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 200 | N | Coding | 44.6372 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 200 | N | Coding | 0.1481 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | N | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 200 | N | Coding | 0.0329 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 400 | N | Coding | 0.4682 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 800 | N | Coding | 0.9798 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 200 | N | Coding | 0.7705 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 200 | N | Coding | 0.1074 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 200 | N | Coding | 0.0034 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 600 | N | Coding | 0.2552 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 400 | N | Coding | 0.2294 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 0.3112 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 200 | N | Coding | 0.0061 |
| 212 | 200 | N | Coding | 0.1646 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 200 | N | Coding | 0.0268 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 400 | N | Coding | 0.9792 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 800 | N | Coding | 0.9218 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 200 | N | Coding | 0.0069 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 200 | N | Coding | 0.0106 |
| 239 | 200 | N | Coding | 15.4076 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 200 | N | Coding | 0.2018 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 200 | N | Coding | 0.0041 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 29

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 200 | N | Coding | 0.2303 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 200 | N | Coding | 1.1648 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 200 | N | Coding | 0.0098 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 200 | N | Coding | 0.0078 |
| 23 | 200 | N | Coding | 0.0907 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 200 | N | Coding | 2.0571 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 200 | N | Coding | 0.5797 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 400 | N | Coding | 0.3841 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 200 | N | Coding | 0.0137 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 200 | N | Coding | 6.2824 |
| 40 | 200 | N | Coding | 2.0317 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 0.1192 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 200 | N | Coding | 0.0048 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 200 | N | Coding | 0.0190 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 1.0916 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 400 | N | Coding | 0.0087 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 200 | N | Coding | 1.7042 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 200 | N | Coding | 0.0157 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 200 | N | Coding | 0.4414 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 1,000 | N | Coding | 0.8717 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 200 | N | Coding | 0.0060 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 600 | N | Coding | 1.2166 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 0.2168 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 200 | N | Coding | 0.2398 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | N | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 800 | N | Coding | 0.3060 |
| 160 | 400 | N | Coding | 80.4329 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 800 | N | Coding | 6.1565 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 200 | N | Coding | 0.0099 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 200 | N | Coding | 0.0061 |
| 177 | 200 | N | Coding | 0.1894 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 200 | N | Coding | 0.0066 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 200 | N | Coding | 0.0054 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 800 | N | Coding | 0.3693 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 200 | N | Coding | 0.2853 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 200 | N | Coding | 0.2953 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 400 | N | Coding | 0.2167 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 200 | N | Coding | 0.0251 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 200 | N | Coding | 0.0181 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 200 | N | Coding | 0.0116 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 200 | N | Coding | 0.0114 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 200 | N | Coding | 1.0950 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 600 | N | Coding | 1.3597 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 200 | N | Coding | 0.0179 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 30

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 600 | N | Coding | 4.5500 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 200 | N | Coding | 0.1951 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 400 | N | Coding | 0.7555 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 400 | N | Coding | 0.3176 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 200 | N | Coding | 0.1435 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 200 | N | Coding | 0.0133 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 200 | N | Coding | 0.4876 |
| 33 | 200 | N | Coding | 0.0075 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 400 | N | Coding | 0.6489 |
| 37 | 200 | N | Coding | 0.0166 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 200 | N | Coding | 0.0060 |
| 45 | 200 | N | Coding | 0.0233 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 200 | N | Coding | 0.1042 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 600 | N | Coding | 4.0055 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 200 | N | Coding | 0.0236 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 200 | N | Coding | 0.0185 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 200 | N | Coding | 0.5933 |
| 75 | 800 | N | Coding | 2.7386 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 200 | N | Coding | 0.1296 |
| 78 | 400 | N | Coding | 0.4253 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 200 | N | Coding | 0.1729 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 400 | N | Coding | 0.1128 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 0.2189 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 200 | N | Coding | 0.1143 |
| 90 | 200 | N | Coding | 0.1528 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 200 | N | Coding | 0.2668 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 200 | N | Coding | 0.0057 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 200 | N | Coding | 0.2332 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 200 | N | Coding | 0.3980 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 200 | N | Coding | 0.7768 |
| 138 | 200 | N | Coding | 0.3567 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 200 | N | Coding | 1.1544 |
| 142 | 1,000 | N | Coding | 3.1651 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 0 | N | unknown | 0.0000 |
| 145 | 0 | N | unknown | 0.0000 |
| 146 | 200 | N | Coding | 0.2272 |
| 147 | 200 | N | Coding | 0.0285 |
| 148 | 0 | N | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 47.5794 |
| 153 | 200 | N | Coding | 0.2030 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | N | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 200 | N | Coding | 0.0092 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 200 | N | Coding | 1.2796 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 400 | N | Coding | 0.3059 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 200 | N | Coding | 0.0781 |
| 189 | 0 | Y | unknown | 0.0000 |
| 190 | 0 | Y | unknown | 0.0000 |
| 191 | 0 | Y | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 200 | N | Coding | 0.0062 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 200 | N | Coding | 0.1761 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 200 | N | Coding | 0.3636 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 200 | N | Coding | 0.2513 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 200 | N | Coding | 0.0067 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 200 | N | Coding | 0.1082 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 31

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 600 | N | Coding | 3.1820 |
| 10 | 600 | N | Coding | 1.5394 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 200 | N | Coding | 0.2230 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 200 | N | Coding | 0.3900 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 200 | N | Coding | 0.3034 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 200 | N | Coding | 0.0082 |
| 37 | 200 | N | Coding | 0.1038 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 200 | N | Coding | 0.0167 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 200 | N | Coding | 0.6054 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 200 | N | Coding | 0.0070 |
| 69 | 200 | N | Coding | 0.0184 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 200 | N | Coding | 1.1443 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 0.3492 |
| 94 | 200 | N | Coding | 0.2736 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 400 | N | Coding | 0.5831 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 200 | N | Coding | 0.3980 |
| 100 | 200 | N | Coding | 0.2532 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 200 | N | Coding | 0.1957 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 400 | N | Coding | 0.4043 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 200 | N | Coding | 0.0243 |
| 114 | 200 | N | Coding | 0.1942 |
| 115 | 200 | N | Coding | 0.2669 |
| 116 | 200 | N | Coding | 0.3432 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 200 | N | Coding | 0.2965 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 0.2509 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 1,200 | N | Coding | 2.4947 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 200 | N | Coding | 0.3486 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | N | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 600 | N | Coding | 0.8466 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 200 | N | Coding | 0.1937 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 200 | N | Coding | 0.0124 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 200 | N | Coding | 0.3051 |
| 174 | 200 | N | Coding | 0.0219 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 200 | N | Coding | 0.4510 |
| 184 | 200 | N | Coding | 0.0062 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 800 | N | Coding | 11.5707 |
| 199 | 200 | N | Coding | 0.1681 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 400 | N | Coding | 0.2129 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 200 | N | Coding | 0.0071 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 0.1822 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 200 | N | Coding | 0.1704 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 200 | N | Coding | 0.2880 |
| 224 | 400 | N | Coding | 0.1099 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 200 | N | Coding | 4.1835 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 200 | N | Coding | 0.4903 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 200 | N | Coding | 0.0437 |
| 248 | 200 | N | Coding | 0.0119 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 32

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 400 | N | Coding | 3.8700 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 200 | N | Coding | 0.3678 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 600 | N | Coding | 3.5230 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 200 | N | Coding | 0.2097 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 200 | N | Coding | 0.3554 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 0.0069 |
| 43 | 400 | N | Coding | 0.3815 |
| 44 | 200 | N | Coding | 0.3091 |
| 45 | 1,000 | N | Coding | 0.7890 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 400 | N | Coding | 4.7487 |
| 62 | 200 | N | Coding | 0.0456 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 400 | N | Coding | 0.6114 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 200 | N | Coding | 0.0976 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 400 | N | Coding | 0.6035 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 200 | N | Coding | 0.3287 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 200 | N | Coding | 0.2139 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 200 | N | Coding | 0.0209 |
| 97 | 200 | N | Coding | 0.0096 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 400 | N | Coding | 1.9089 |
| 107 | 200 | N | Coding | 1.3306 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 200 | N | Coding | 0.0086 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 200 | N | Coding | 0.0098 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 200 | N | Coding | 0.1393 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 600 | N | Coding | 0.2418 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 200 | N | Coding | 0.7873 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 0.4439 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 200 | N | Coding | 0.0273 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 200 | N | Coding | 1.4396 |
| 163 | 200 | N | Coding | 0.2914 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 200 | N | Coding | 0.0853 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 400 | N | Coding | 2.7104 |
| 175 | 200 | N | Coding | 2.0063 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 200 | N | Coding | 0.0311 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 200 | N | Coding | 41.8634 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 400 | N | Coding | 0.5557 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 200 | N | Coding | 0.0048 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 200 | N | Coding | 0.1252 |
| 210 | 200 | N | Coding | 0.0432 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 200 | N | Coding | 0.1226 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 200 | N | Coding | 0.2835 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 200 | N | Coding | 0.1132 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 400 | N | Coding | 1.5577 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 200 | N | Coding | 0.3400 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 200 | N | Coding | 0.1665 |
| 250 | 400 | N | Coding | 0.2336 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 200 | N | Coding | 0.1098 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 33

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 800 | N | Coding | 1.3917 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 200 | N | Coding | 0.0399 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 200 | N | Coding | 2.5101 |
| 29 | 200 | N | Coding | 0.4469 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 200 | N | Coding | 0.0057 |
| 39 | 400 | N | Coding | 0.0214 |
| 40 | 200 | N | Coding | 0.0811 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 400 | N | Coding | 0.1773 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 400 | N | Coding | 0.3317 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 400 | N | Coding | 0.0705 |
| 62 | 200 | N | Coding | 0.3589 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 200 | N | Coding | 0.3498 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 0.0474 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 200 | N | Coding | 0.0117 |
| 79 | 200 | N | Coding | 0.0779 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 400 | N | Coding | 1.0506 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 200 | N | Coding | 0.3618 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 0.0777 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 0.2120 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 200 | N | Coding | 1.7707 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 200 | N | Coding | 0.0122 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 400 | N | Coding | 0.6689 |
| 111 | 200 | N | Coding | 0.0357 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | N | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 400 | N | Coding | 0.9039 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 400 | N | Coding | 0.6170 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 200 | N | Coding | 0.0520 |
| 136 | 200 | N | Coding | 4.9034 |
| 137 | 0 | Y | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 200 | N | Coding | 0.0546 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 0 | N | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 1,000 | N | Coding | 0.5630 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | N | unknown | 0.0000 |
| 153 | 200 | N | Coding | 0.2218 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 200 | N | Coding | 0.6235 |
| 161 | 200 | N | Coding | 0.8942 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 200 | N | Coding | 0.0901 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 200 | N | Coding | 0.0063 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 200 | N | Coding | 0.4064 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 600 | N | Coding | 0.1752 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 400 | N | Coding | 1.5695 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 200 | N | Coding | 0.0484 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 200 | N | Coding | 0.9153 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 200 | N | Coding | 0.1016 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 800 | N | Coding | 4.3765 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 200 | N | Coding | 0.0062 |
| 254 | 200 | N | Coding | 0.2542 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 34

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 600 | N | Coding | 0.7009 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 800 | N | Coding | 3.4023 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 200 | N | Coding | 0.8024 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 200 | N | Coding | 1.0716 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 1,000 | N | Coding | 1.1253 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 200 | N | Coding | 1.7923 |
| 30 | 400 | N | Coding | 0.3884 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 200 | N | Coding | 0.0180 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 200 | N | Coding | 16.1000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 1.2758 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 200 | N | Coding | 0.0083 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 200 | N | Coding | 0.4814 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 600 | N | Coding | 0.4620 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 400 | N | Coding | 0.2077 |
| 80 | 200 | N | Coding | 0.2185 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 200 | N | Coding | 0.1323 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 200 | N | Coding | 1.2022 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | N | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 200 | N | Coding | 0.3611 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 200 | N | Coding | 0.0601 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 0.5410 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 200 | N | Coding | 0.0828 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 400 | N | Coding | 0.2902 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 200 | N | Coding | 0.0134 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 200 | N | Coding | 0.1498 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 200 | N | Coding | 0.1716 |
| 182 | 0 | N | unknown | 0.0000 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 400 | N | Coding | 0.8483 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 400 | N | Coding | 0.4323 |
| 190 | 400 | N | Coding | 0.0759 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 400 | N | Coding | 0.0318 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 200 | N | Coding | 0.2136 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 200 | N | Coding | 0.3118 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 200 | N | Coding | 0.0559 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 200 | N | Coding | 0.0906 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 400 | N | Coding | 0.6385 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 200 | N | Coding | 0.0721 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 200 | N | Coding | 0.1187 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 200 | N | Coding | 0.0485 |
| 229 | 400 | N | Coding | 1.6118 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 200 | N | Coding | 0.1598 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 400 | N | Coding | 0.5016 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 200 | N | Coding | 0.1182 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 400 | N | Coding | 0.5750 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 35

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 400 | N | Coding | 0.1380 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 200 | N | Coding | 0.0834 |
| 4 | 200 | N | Coding | 1.6937 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 200 | N | Coding | 0.2465 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 400 | N | Coding | 1.1227 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 200 | N | Coding | 2.8537 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 200 | N | Coding | 0.1206 |
| 36 | 200 | N | Coding | 0.0227 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 0.1525 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 400 | N | Coding | 0.9257 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 400 | N | Coding | 3.9755 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 200 | N | Coding | 0.3710 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 200 | N | Coding | 0.3251 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 400 | N | Coding | 8.8525 |
| 70 | 400 | N | Coding | 0.3169 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 200 | N | Coding | 0.0772 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 200 | N | Coding | 0.0067 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 0.0080 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 200 | N | Coding | 0.0871 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 600 | N | Coding | 0.3088 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 200 | N | Coding | 4.5731 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 400 | N | Coding | 3.1976 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 200 | N | Coding | 0.1899 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 200 | N | Coding | 0.9869 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 200 | N | Coding | 0.1130 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 600 | N | Coding | 1.0428 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | N | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 200 | N | Coding | 1.4822 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 400 | N | Coding | 0.4608 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 200 | N | Coding | 0.9010 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 200 | N | Coding | 0.4955 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 600 | N | Coding | 1.6250 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 200 | N | Coding | 0.1341 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 200 | N | Coding | 0.0794 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 200 | N | Coding | 0.1176 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 200 | N | Coding | 0.0072 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 200 | N | Coding | 0.0872 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 200 | N | Coding | 0.0442 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 600 | N | Coding | 0.5898 |
| 227 | 200 | N | Coding | 0.1808 |
| 228 | 800 | N | Coding | 1.5372 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 200 | N | Coding | 0.2461 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 200 | N | Coding | 0.0860 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 200 | N | Coding | 1.4040 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 400 | N | Coding | 1.6348 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 36

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 200 | N | Coding | 1.1195 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 200 | N | Coding | 25.2933 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 600 | N | Coding | 2.2547 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 200 | N | Coding | 0.1069 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 400 | N | Coding | 0.1423 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 200 | N | Coding | 0.2045 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 400 | N | Coding | 1.2971 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 200 | N | Coding | 0.2001 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 200 | N | Coding | 0.5311 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 400 | N | Coding | 0.4668 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 400 | N | Coding | 0.9023 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 200 | N | Coding | 0.0716 |
| 93 | 200 | N | Coding | 0.4427 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 200 | N | Coding | 0.4364 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 400 | N | Coding | 0.9917 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 1,000 | N | Coding | 0.7075 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 400 | N | Coding | 0.0817 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 400 | N | Coding | 0.2561 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 400 | N | Coding | 0.3194 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 200 | N | Coding | 0.1880 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 200 | N | Coding | 0.0061 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 200 | N | Coding | 0.1677 |
| 137 | 200 | N | Coding | 5.7927 |
| 138 | 200 | N | Coding | 0.0067 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 200 | N | Coding | 0.6346 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 200 | N | Coding | 0.1025 |
| 154 | 200 | N | Coding | 0.5580 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 200 | N | Coding | 0.0092 |
| 157 | 200 | N | Coding | 0.1994 |
| 158 | 200 | N | Coding | 0.3548 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 400 | N | Coding | 0.9408 |
| 165 | 200 | N | Coding | 0.1920 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 400 | N | Coding | 0.9076 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 200 | N | Coding | 3.4085 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 0 | Y | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 600 | N | Coding | 0.1246 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 200 | N | Coding | 1.4361 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 200 | N | Coding | 0.1123 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 200 | N | Coding | 0.7762 |
| 229 | 400 | N | Coding | 3.8458 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 400 | N | Coding | 0.4465 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 200 | N | Coding | 0.2012 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 200 | N | Coding | 0.3911 |
| 243 | 200 | N | Coding | 0.1984 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 200 | N | Coding | 0.0108 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 37

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 0.3000 |
| 1 | 400 | N | Coding | 0.9650 |
| 2 | 200 | N | Coding | 0.0534 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 200 | N | Coding | 0.0059 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 400 | N | Coding | 0.7070 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 600 | N | Coding | 0.4093 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 200 | N | Coding | 0.0092 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 200 | N | Coding | 12.6192 |
| 63 | 200 | N | Coding | 0.7896 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 200 | N | Coding | 0.3731 |
| 74 | 400 | N | Coding | 4.5970 |
| 75 | 200 | N | Coding | 0.5292 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 200 | N | Coding | 0.3957 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 200 | N | Coding | 0.8636 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 400 | N | Coding | 1.2646 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | Y | unknown | 0.0000 |
| 110 | 0 | Y | unknown | 0.0000 |
| 111 | 0 | Y | unknown | 0.0000 |
| 112 | 400 | N | Coding | 0.3475 |
| 113 | 0 | Y | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 200 | N | Coding | 0.0359 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 600 | N | Coding | 6.2490 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | N | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 200 | N | Coding | 0.5069 |
| 132 | 400 | N | Coding | 22.9428 |
| 133 | 200 | N | Coding | 1.1282 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 200 | N | Coding | 0.1824 |
| 136 | 600 | N | Coding | 4.5125 |
| 137 | 200 | N | Coding | 0.3529 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 200 | N | Coding | 0.2096 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 200 | N | Coding | 0.4865 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 200 | N | Coding | 0.0789 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 400 | N | Coding | 0.0774 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 600 | N | Coding | 0.1616 |
| 164 | 400 | N | Coding | 0.7431 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 400 | N | Coding | 0.7375 |
| 168 | 0 | N | unknown | 0.0000 |
| 169 | 0 | N | unknown | 0.0000 |
| 170 | 0 | N | unknown | 0.0000 |
| 171 | 200 | N | Coding | 0.7596 |
| 172 | 0 | N | unknown | 0.0000 |
| 173 | 0 | N | unknown | 0.0000 |
| 174 | 200 | N | Coding | 1.0741 |
| 175 | 0 | N | unknown | 0.0000 |
| 176 | 0 | N | unknown | 0.0000 |
| 177 | 0 | N | unknown | 0.0000 |
| 178 | 0 | N | unknown | 0.0000 |
| 179 | 0 | N | unknown | 0.0000 |
| 180 | 0 | N | unknown | 0.0000 |
| 181 | 200 | N | Coding | 0.3557 |
| 182 | 0 | N | unknown | 0.0000 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 200 | N | Coding | 27.6566 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 200 | N | Coding | 0.7679 |
| 211 | 1,000 | N | Coding | 1.2132 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 200 | N | Coding | 0.0114 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 200 | N | Coding | 0.0535 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 200 | N | Coding | 0.0153 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | Y | unknown | 0.0000 |
| 232 | 0 | Y | unknown | 0.0000 |
| 233 | 0 | Y | unknown | 0.0000 |
| 234 | 0 | Y | unknown | 0.0000 |
| 235 | 0 | Y | unknown | 0.0000 |
| 236 | 0 | Y | unknown | 0.0000 |
| 237 | 200 | N | Coding | 0.0657 |
| 238 | 0 | Y | unknown | 0.0000 |
| 239 | 0 | Y | unknown | 0.0000 |
| 240 | 0 | Y | unknown | 0.0000 |
| 241 | 0 | Y | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 200 | N | Coding | 0.1552 |
| 255 | 200 | N | Coding | 0.0807 |

---

### Layer 38

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 600 | N | Coding | 0.6874 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 200 | N | Coding | 0.2465 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 200 | N | Coding | 0.3115 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 200 | N | Coding | 0.0334 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 200 | N | Coding | 0.0130 |
| 24 | 200 | N | Coding | 0.5852 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 200 | N | Coding | 4.4989 |
| 36 | 200 | N | Coding | 0.2774 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 0.4125 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 600 | N | Coding | 1.3166 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 0.2683 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 200 | N | Coding | 0.3493 |
| 59 | 200 | N | Coding | 0.4392 |
| 60 | 400 | N | Coding | 0.6843 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 200 | N | Coding | 0.4807 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 200 | N | Coding | 0.0683 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 200 | N | Coding | 7.1495 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 200 | N | Coding | 9.3343 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 400 | N | Coding | 0.9212 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 200 | N | Coding | 0.2556 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 400 | N | Coding | 0.4480 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 600 | N | Coding | 1.7820 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 200 | N | Coding | 0.0073 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 200 | N | Coding | 0.4173 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 200 | N | Coding | 0.8394 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | Y | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 200 | N | Coding | 0.4789 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 400 | N | Coding | 0.5895 |
| 150 | 600 | N | Coding | 0.1598 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 0.0807 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 200 | N | Coding | 2.8878 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 200 | N | Coding | 0.2216 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 400 | N | Coding | 0.6834 |
| 176 | 200 | N | Coding | 0.0141 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 200 | N | Coding | 17.7561 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 200 | N | Coding | 0.0122 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 0.8107 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 200 | N | Coding | 0.5743 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 200 | N | Coding | 1.6163 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 200 | N | Coding | 0.1317 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 200 | N | Coding | 0.2792 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 400 | N | Coding | 0.3028 |
| 237 | 200 | N | Coding | 0.3414 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 400 | N | Coding | 3.6647 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 600 | N | Coding | 0.5685 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 400 | N | Coding | 0.2177 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 200 | N | Coding | 0.0739 |

---

### Layer 39

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 2.1544 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 600 | N | Coding | 0.2110 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 200 | N | Coding | 0.2568 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 200 | N | Coding | 0.2328 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 200 | N | Coding | 0.0105 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 200 | N | Coding | 0.0156 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 200 | N | Coding | 0.7785 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 400 | N | Coding | 0.1484 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 200 | N | Coding | 0.5174 |
| 47 | 200 | N | Coding | 0.4315 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 200 | N | Coding | 0.3080 |
| 55 | 200 | N | Coding | 0.0083 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 200 | N | Coding | 0.3230 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 1,000 | N | Coding | 0.5465 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 200 | N | Coding | 0.0054 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 200 | N | Coding | 0.0556 |
| 103 | 200 | N | Coding | 0.0606 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | Y | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 200 | N | Coding | 0.1854 |
| 120 | 200 | N | Coding | 0.4751 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 200 | N | Coding | 0.1850 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 200 | N | Coding | 1.6720 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 200 | N | Coding | 0.3261 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 400 | N | Coding | 0.2167 |
| 135 | 400 | N | Coding | 9.3478 |
| 136 | 200 | N | Coding | 0.1911 |
| 137 | 400 | N | Coding | 23.0962 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 400 | N | Coding | 0.0975 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 200 | N | Coding | 1.3701 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 200 | N | Coding | 0.2677 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 200 | N | Coding | 0.1600 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 400 | N | Coding | 1.2409 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 200 | N | Coding | 0.3086 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 200 | N | Coding | 0.1188 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 200 | N | Coding | 0.1003 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 200 | N | Coding | 0.7175 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 200 | N | Coding | 0.3501 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 200 | N | Coding | 0.2832 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 400 | N | Coding | 0.3527 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 800 | N | Coding | 43.6396 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 200 | N | Coding | 0.4260 |
| 230 | 200 | N | Coding | 0.2949 |
| 231 | 200 | N | Coding | 0.6955 |
| 232 | 200 | N | Coding | 0.1616 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 400 | N | Coding | 0.5529 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 200 | N | Coding | 0.6502 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 200 | N | Coding | 0.2919 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 200 | N | Coding | 0.2262 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 40

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 600 | N | Coding | 7.9878 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 200 | N | Coding | 0.0135 |
| 15 | 200 | N | Coding | 0.7824 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 400 | N | Coding | 1.3369 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 200 | N | Coding | 0.5813 |
| 23 | 200 | N | Coding | 0.0110 |
| 24 | 200 | N | Coding | 0.2701 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 200 | N | Coding | 8.6589 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 200 | N | Coding | 0.3729 |
| 38 | 600 | N | Coding | 0.1776 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 400 | N | Coding | 0.3538 |
| 45 | 200 | N | Coding | 223.7153 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 200 | N | Coding | 2.5774 |
| 58 | 200 | N | Coding | 0.4505 |
| 59 | 400 | N | Coding | 0.2661 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 600 | N | Coding | 0.4306 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 200 | N | Coding | 0.0091 |
| 73 | 400 | N | Coding | 2.6496 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 400 | N | Coding | 1.2250 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 200 | N | Coding | 0.7751 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 200 | N | Coding | 0.2502 |
| 101 | 200 | N | Coding | 0.4091 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 400 | N | Coding | 5.1066 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 200 | N | Coding | 0.2304 |
| 112 | 400 | N | Coding | 1.9214 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 200 | N | Coding | 0.1711 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | N | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 600 | N | Coding | 1.2148 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 400 | N | Coding | 0.6802 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 200 | N | Coding | 0.6409 |
| 138 | 200 | N | Coding | 1.6542 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 200 | N | Coding | 1.2723 |
| 145 | 0 | N | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | N | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 0.1474 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 200 | N | Coding | 0.9753 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 400 | N | Coding | 0.1306 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 200 | N | Coding | 0.0729 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 200 | N | Coding | 0.0084 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 200 | N | Coding | 1.0141 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 400 | N | Coding | 1.6335 |
| 188 | 0 | Y | unknown | 0.0000 |
| 189 | 0 | Y | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 200 | N | Coding | 0.0153 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 400 | N | Coding | 1.3840 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 200 | N | Coding | 0.8589 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 200 | N | Coding | 0.1823 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 200 | N | Coding | 0.6817 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 200 | N | Coding | 0.0152 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 200 | N | Coding | 0.3739 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 41

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 400 | N | Coding | 25.2264 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 600 | N | Coding | 1.9325 |
| 13 | 200 | N | Coding | 0.0077 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 200 | N | Coding | 0.0228 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 200 | N | Coding | 0.3118 |
| 26 | 400 | N | Coding | 2.9999 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 200 | N | Coding | 0.4414 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 400 | N | Coding | 0.8696 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 200 | N | Coding | 0.4506 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 200 | N | Coding | 0.6454 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 0.0625 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 200 | N | Coding | 0.5152 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 200 | N | Coding | 0.7043 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 200 | N | Coding | 1.3403 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 0.0307 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 400 | N | Coding | 0.2884 |
| 78 | 800 | N | Coding | 1.5842 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 200 | N | Coding | 0.0275 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 200 | N | Coding | 0.2680 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 200 | N | Coding | 0.0059 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 200 | N | Coding | 0.0428 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 200 | N | Coding | 3.7868 |
| 104 | 200 | N | Coding | 8.5757 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 200 | N | Coding | 0.4873 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 200 | N | Coding | 0.0290 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 1.1979 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | N | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 200 | N | Coding | 0.3677 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 200 | N | Coding | 0.0103 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 200 | N | Coding | 0.4831 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 400 | N | Coding | 0.2771 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 200 | N | Coding | 0.3783 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 400 | N | Coding | 0.0378 |
| 170 | 200 | N | Coding | 0.6997 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 200 | N | Coding | 1.1043 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 200 | N | Coding | 0.0074 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 200 | N | Coding | 0.4002 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 200 | N | Coding | 2.0966 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 400 | N | Coding | 32.5839 |
| 198 | 200 | N | Coding | 0.0117 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 0.0331 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 400 | N | Coding | 15.0524 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 200 | N | Coding | 0.1558 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 400 | N | Coding | 41.2062 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 600 | N | Coding | 28.3348 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 400 | N | Coding | 0.7333 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 400 | N | Coding | 0.4094 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 42

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 200 | N | Coding | 0.1391 |
| 4 | 400 | N | Coding | 0.0691 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 200 | N | Coding | 0.3720 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 200 | N | Coding | 0.5575 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 200 | N | Coding | 0.3810 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 200 | N | Coding | 0.1590 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 400 | N | Coding | 2.4787 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 200 | N | Coding | 0.1730 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 200 | N | Coding | 0.0176 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 400 | N | Coding | 0.2167 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 200 | N | Coding | 0.0723 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 200 | N | Coding | 0.4645 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 600 | N | Coding | 1.7266 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 400 | N | Coding | 0.1835 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 200 | N | Coding | 2.5738 |
| 131 | 0 | N | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 800 | N | Coding | 1.3693 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 200 | N | Coding | 2.1729 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 200 | N | Coding | 0.0158 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 200 | N | Coding | 0.0080 |
| 146 | 200 | N | Coding | 0.2679 |
| 147 | 200 | N | Coding | 5.9354 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 400 | N | Coding | 0.5797 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 200 | N | Coding | 3.7571 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 200 | N | Coding | 0.2676 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 200 | N | Coding | 0.4744 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 200 | N | Coding | 0.1178 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 200 | N | Coding | 0.5121 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 1,000 | N | Coding | 7.9796 |
| 178 | 200 | N | Coding | 0.2752 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 200 | N | Coding | 1.1865 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 200 | N | Coding | 4.6478 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 800 | N | Coding | 3.9267 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 400 | N | Coding | 2.2710 |
| 212 | 400 | N | Coding | 0.1596 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 400 | N | Coding | 3.4711 |
| 223 | 400 | N | Coding | 0.3285 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 200 | N | Coding | 1.5083 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 200 | N | Coding | 3.7729 |
| 234 | 200 | N | Coding | 1.9613 |
| 235 | 200 | N | Coding | 0.7557 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 400 | N | Coding | 0.8964 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 200 | N | Coding | 0.7010 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 43

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 0.1104 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 400 | N | Coding | 0.1125 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 400 | N | Coding | 1.0494 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 400 | N | Coding | 0.5262 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 400 | N | Coding | 12.6277 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 200 | N | Coding | 0.4719 |
| 35 | 200 | N | Coding | 0.3408 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 200 | N | Coding | 1.8325 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 200 | N | Coding | 0.7837 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 200 | N | Coding | 0.7404 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 400 | N | Coding | 1.4314 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 200 | N | Coding | 0.5283 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 200 | N | Coding | 0.0092 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 200 | N | Coding | 17.9725 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 0.0117 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 200 | N | Coding | 0.5042 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 200 | N | Coding | 1.3886 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 200 | N | Coding | 0.0207 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 200 | N | Coding | 1.2776 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 200 | N | Coding | 39.3909 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 200 | N | Coding | 0.3954 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | N | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 200 | N | Coding | 0.0625 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | Y | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 800 | N | Coding | 10.3938 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 200 | N | Coding | 0.5938 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 200 | N | Coding | 0.0140 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 400 | N | Coding | 1.8516 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | N | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 200 | N | Coding | 0.0787 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 200 | N | Coding | 0.2642 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 400 | N | Coding | 0.2354 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 200 | N | Coding | 0.0115 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 200 | N | Coding | 0.8604 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 400 | N | Coding | 2.4993 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 1,200 | N | Coding | 11.0219 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 400 | N | Coding | 0.9643 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 1,000 | N | Coding | 1.5274 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 200 | N | Coding | 0.1144 |
| 235 | 400 | N | Coding | 0.8087 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 200 | N | Coding | 0.6280 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 400 | N | Coding | 11.4263 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 200 | N | Coding | 1.5587 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 200 | N | Coding | 0.8093 |

---

### Layer 44

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 0.9919 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 200 | N | Coding | 0.1478 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 600 | N | Coding | 3.4358 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 400 | N | Coding | 14.6064 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 200 | N | Coding | 0.2199 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 200 | N | Coding | 1.4427 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 200 | N | Coding | 0.1163 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 200 | N | Coding | 0.1789 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 200 | N | Coding | 0.3482 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 0.9332 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 200 | N | Coding | 1.1915 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 400 | N | Coding | 13.4433 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 200 | N | Coding | 0.9096 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 200 | N | Coding | 0.6197 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 400 | N | Coding | 0.1155 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 200 | N | Coding | 0.0843 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 200 | N | Coding | 0.0111 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 200 | N | Coding | 0.0253 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 600 | N | Coding | 1.8526 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 800 | N | Coding | 3.1247 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 200 | N | Coding | 0.4301 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 200 | N | Coding | 2.9387 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 0.8904 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 200 | N | Coding | 0.4422 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 200 | N | Coding | 0.2910 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 200 | N | Coding | 0.2516 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 200 | N | Coding | 0.4433 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 200 | N | Coding | 0.3282 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 200 | N | Coding | 0.0130 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 400 | N | Coding | 0.1596 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 800 | N | Coding | 1.3735 |
| 173 | 200 | N | Coding | 19.6651 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 200 | N | Coding | 0.6853 |
| 183 | 200 | N | Coding | 0.0845 |
| 184 | 200 | N | Coding | 1.7307 |
| 185 | 200 | N | Coding | 1.5753 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 200 | N | Coding | 0.7601 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 200 | N | Coding | 0.9673 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 200 | N | Coding | 0.9319 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 200 | N | Coding | 4.3818 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 200 | N | Coding | 0.0089 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 200 | N | Coding | 0.7133 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 200 | N | Coding | 1.6794 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 200 | N | Coding | 0.9461 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 200 | N | Coding | 0.0971 |
| 244 | 400 | N | Coding | 1.1581 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 200 | N | Coding | 0.2115 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 400 | N | Coding | 1.8275 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 45

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 200 | N | Coding | 0.0137 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 200 | N | Coding | 4.9247 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 200 | N | Coding | 0.1830 |
| 13 | 200 | N | Coding | 0.1511 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 400 | N | Coding | 0.4805 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 200 | N | Coding | 1.1713 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 200 | N | Coding | 0.8037 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 200 | N | Coding | 1.9812 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 200 | N | Coding | 0.1852 |
| 62 | 200 | N | Coding | 0.5649 |
| 63 | 200 | N | Coding | 0.6344 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 400 | N | Coding | 2.6421 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 400 | N | Coding | 1.8406 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 200 | N | Coding | 0.2000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 200 | N | Coding | 0.1240 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 200 | N | Coding | 0.0190 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 800 | N | Coding | 3.4177 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 400 | N | Coding | 2.8188 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 200 | N | Coding | 0.4081 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 200 | N | Coding | 0.7928 |
| 104 | 200 | N | Coding | 1.8137 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 200 | N | Coding | 0.1691 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 200 | N | Coding | 0.6871 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 200 | N | Coding | 0.5237 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 200 | N | Coding | 0.5103 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 200 | N | Coding | 0.2534 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 1,600 | N | Coding | 6.8199 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 200 | N | Coding | 0.5156 |
| 137 | 0 | Y | unknown | 0.0000 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 0 | N | unknown | 0.0000 |
| 145 | 200 | N | Coding | 0.4782 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 200 | N | Coding | 0.6192 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 200 | N | Coding | 0.4204 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 400 | N | Coding | 3.7221 |
| 155 | 0 | N | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 400 | N | Coding | 2.8985 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 200 | N | Coding | 1.0878 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 200 | N | Coding | 0.0121 |
| 195 | 200 | N | Coding | 4.7331 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 200 | N | Coding | 34.1326 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 200 | N | Coding | 0.5356 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 400 | N | Coding | 1.1453 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 400 | N | Coding | 7.7087 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 200 | N | Coding | 2.5248 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 200 | N | Coding | 0.4690 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 200 | N | Coding | 0.8854 |
| 249 | 600 | N | Coding | 4.8273 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 46

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 0.0117 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 200 | N | Coding | 0.4640 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 400 | N | Coding | 26.6787 |
| 16 | 200 | N | Coding | 0.0192 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 200 | N | Coding | 0.0099 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 200 | N | Coding | 2.0353 |
| 24 | 200 | N | Coding | 0.4998 |
| 25 | 200 | N | Coding | 1.4383 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 200 | N | Coding | 4.0757 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 400 | N | Coding | 1.4280 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 200 | N | Coding | 0.6773 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 200 | N | Coding | 0.8788 |
| 56 | 200 | N | Coding | 1.2316 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 200 | N | Coding | 1.6951 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 200 | N | Coding | 1.0295 |
| 64 | 200 | N | Coding | 0.2701 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 200 | N | Coding | 2.4547 |
| 71 | 400 | N | Coding | 2.2015 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 200 | N | Coding | 1.7669 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 200 | N | Coding | 0.5850 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 200 | N | Coding | 0.6918 |
| 98 | 200 | N | Coding | 4.1696 |
| 99 | 400 | N | Coding | 1.0374 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 200 | N | Coding | 0.1597 |
| 106 | 200 | N | Coding | 2.4192 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 200 | N | Coding | 1.6915 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 400 | N | Coding | 2.8033 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 200 | N | Coding | 2.7421 |
| 124 | 200 | N | Coding | 1.9384 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 400 | N | Coding | 0.1278 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | N | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 400 | N | Coding | 0.6264 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 200 | N | Coding | 1.1913 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 200 | N | Coding | 4.1163 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 400 | N | Coding | 0.4488 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 600 | N | Coding | 2.9834 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 200 | N | Coding | 0.7890 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 200 | N | Coding | 0.2055 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 200 | N | Coding | 6.7677 |
| 199 | 600 | N | Coding | 2.3237 |
| 200 | 200 | N | Coding | 1.4967 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 400 | N | Coding | 0.4530 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 400 | N | Coding | 2.5169 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 200 | N | Coding | 0.0173 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 400 | N | Coding | 5.3132 |
| 220 | 200 | N | Coding | 0.1367 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 400 | N | Coding | 6.0602 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 200 | N | Coding | 1.0214 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 200 | N | Coding | 21.5953 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 47

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 200 | N | Coding | 0.0103 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 200 | N | Coding | 0.0177 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 200 | N | Coding | 0.4288 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 200 | N | Coding | 0.2224 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 400 | N | Coding | 6.2693 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 200 | N | Coding | 0.0207 |
| 47 | 600 | N | Coding | 0.8847 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 200 | N | Coding | 8.8195 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 400 | N | Coding | 1.4507 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 0.3803 |
| 76 | 400 | N | Coding | 0.3508 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 400 | N | Coding | 2.6794 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 0.0240 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 200 | N | Coding | 2.6664 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 200 | N | Coding | 1.5545 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 400 | N | Coding | 1.0176 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 400 | N | Coding | 5.9772 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 400 | N | Coding | 0.4367 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 400 | N | Coding | 3.3450 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 200 | N | Coding | 1.9370 |
| 126 | 400 | N | Coding | 7.1398 |
| 127 | 800 | N | Coding | 1.2409 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 200 | N | Coding | 0.0767 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 200 | N | Coding | 4.7205 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 200 | N | Coding | 0.1957 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 200 | N | Coding | 0.0765 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 400 | N | Coding | 1.8428 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 400 | N | Coding | 19.6106 |
| 165 | 200 | N | Coding | 0.5839 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 200 | N | Coding | 2.1508 |
| 173 | 200 | N | Coding | 0.6823 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 200 | N | Coding | 0.4909 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 200 | N | Coding | 1.3387 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 200 | N | Coding | 0.3861 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 200 | N | Coding | 0.1098 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 200 | N | Coding | 0.1320 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 200 | N | Coding | 0.4127 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 200 | N | Coding | 2.2355 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 400 | N | Coding | 24.3288 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 200 | N | Coding | 0.6091 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 200 | N | Coding | 1.8048 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 200 | N | Coding | 0.3540 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 200 | N | Coding | 10.1800 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 200 | N | Coding | 3.7125 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 200 | N | Coding | 0.0229 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 200 | N | Coding | 1.1556 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 200 | N | Coding | 0.1182 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 48

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 0.8349 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 400 | N | Coding | 3.7499 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 400 | N | Coding | 10.1590 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 400 | N | Coding | 1.5414 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 800 | N | Coding | 0.8799 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 800 | N | Coding | 1.8764 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 200 | N | Coding | 0.5076 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 200 | N | Coding | 0.7298 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 400 | N | Coding | 1.1372 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 200 | N | Coding | 7.8250 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 200 | N | Coding | 0.0177 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 200 | N | Coding | 0.7167 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 200 | N | Coding | 0.8291 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 200 | N | Coding | 0.4537 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 600 | N | Coding | 0.5131 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 200 | N | Coding | 0.4180 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 200 | N | Coding | 0.9953 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 400 | N | Coding | 0.5857 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 1,000 | N | Coding | 3.9488 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 200 | N | Coding | 0.6005 |
| 118 | 200 | N | Coding | 0.7851 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 200 | N | Coding | 3.2130 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 200 | N | Coding | 0.4068 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | Y | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 200 | N | Coding | 0.8989 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 200 | N | Coding | 0.3078 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 200 | N | Coding | 5.5237 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 200 | N | Coding | 0.1678 |
| 151 | 200 | N | Coding | 2.4072 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | N | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 200 | N | Coding | 1.6532 |
| 157 | 600 | N | Coding | 10.9383 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 200 | N | Coding | 0.0154 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 400 | N | Coding | 1.2178 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 200 | N | Coding | 4.2809 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 0 | Y | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 200 | N | Coding | 0.7158 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 600 | N | Coding | 0.4878 |
| 212 | 200 | N | Coding | 0.0339 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 200 | N | Coding | 1.2722 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 200 | N | Coding | 0.3638 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 200 | N | Coding | 1.2379 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 200 | N | Coding | 0.5364 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 200 | N | Coding | 0.5246 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 200 | N | Coding | 0.3399 |

---

### Layer 49

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 200 | N | Coding | 0.6677 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 200 | N | Coding | 4.3448 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 200 | N | Coding | 7.9611 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 400 | N | Coding | 2.1312 |
| 10 | 200 | N | Coding | 6.2060 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 400 | N | Coding | 3.3455 |
| 21 | 200 | N | Coding | 0.1239 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 200 | N | Coding | 4.2236 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 200 | N | Coding | 0.5498 |
| 39 | 200 | N | Coding | 1.1872 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 400 | N | Coding | 0.6420 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 200 | N | Coding | 0.4212 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 0.3349 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 200 | N | Coding | 0.3842 |
| 65 | 200 | N | Coding | 0.0236 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 600 | N | Coding | 5.5355 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 200 | N | Coding | 0.4413 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 200 | N | Coding | 0.8247 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 200 | N | Coding | 0.7781 |
| 107 | 200 | N | Coding | 4.1675 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | Y | unknown | 0.0000 |
| 113 | 0 | Y | unknown | 0.0000 |
| 114 | 200 | N | Coding | 0.0140 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 200 | N | Coding | 0.1873 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | N | unknown | 0.0000 |
| 132 | 0 | N | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 0 | Y | unknown | 0.0000 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 200 | N | Coding | 1.0357 |
| 140 | 200 | N | Coding | 1.5719 |
| 141 | 200 | N | Coding | 0.0145 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 200 | N | Coding | 0.0124 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 200 | N | Coding | 2.8144 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 200 | N | Coding | 0.5577 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 200 | N | Coding | 3.1711 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 200 | N | Coding | 0.1303 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 200 | N | Coding | 2.6279 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 200 | N | Coding | 0.4355 |
| 168 | 200 | N | Coding | 0.3397 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 200 | N | Coding | 0.7672 |
| 174 | 200 | N | Coding | 3.3650 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | N | unknown | 0.0000 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 200 | N | Coding | 0.9636 |
| 188 | 400 | N | Coding | 1.0323 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 200 | N | Coding | 0.5211 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 800 | N | Coding | 5.0432 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 200 | N | Coding | 1.8918 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 200 | N | Coding | 0.4328 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 200 | N | Coding | 0.0560 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 200 | N | Coding | 10.1471 |
| 217 | 200 | N | Coding | 0.7360 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 200 | N | Coding | 2.1615 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 400 | N | Coding | 2.3155 |
| 227 | 200 | N | Coding | 0.7458 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 200 | N | Coding | 0.0112 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 200 | N | Coding | 0.6674 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 200 | N | Coding | 1.1418 |
| 237 | 200 | N | Coding | 6.5507 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 200 | N | Coding | 0.0211 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 200 | N | Coding | 0.2054 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 200 | N | Coding | 1.8925 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 50

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 200 | N | Coding | 10.8313 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 200 | N | Coding | 0.1468 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 400 | N | Coding | 0.1749 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 200 | N | Coding | 3.3270 |
| 27 | 200 | N | Coding | 1.2935 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 200 | N | Coding | 9.8044 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 600 | N | Coding | 3.3363 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 200 | N | Coding | 0.3734 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 400 | N | Coding | 0.0594 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 200 | N | Coding | 1.0708 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 400 | N | Coding | 0.1570 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 200 | N | Coding | 0.0094 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 200 | N | Coding | 161.9425 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 400 | N | Coding | 4.4064 |
| 91 | 200 | N | Coding | 1.6826 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 400 | N | Coding | 1.8393 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 200 | N | Coding | 5.0953 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 200 | N | Coding | 0.1491 |
| 120 | 200 | N | Coding | 0.4465 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 600 | N | Coding | 1.7690 |
| 126 | 400 | N | Coding | 0.2679 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 200 | N | Coding | 2.6455 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 200 | N | Coding | 0.0431 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 200 | N | Coding | 0.0158 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 200 | N | Coding | 0.1075 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 2.3843 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 200 | N | Coding | 1.5503 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 200 | N | Coding | 0.0320 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 200 | N | Coding | 0.0533 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 200 | N | Coding | 0.0243 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 400 | N | Coding | 13.9229 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 200 | N | Coding | 1.7208 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 200 | N | Coding | 0.4056 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 200 | N | Coding | 3.8780 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 200 | N | Coding | 0.2082 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 200 | N | Coding | 0.7286 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 0.2045 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 200 | N | Coding | 2.3874 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 200 | N | Coding | 2.1686 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 200 | N | Coding | 0.1263 |
| 225 | 600 | N | Coding | 1.2980 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 400 | N | Coding | 15.0718 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 200 | N | Coding | 0.1528 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 200 | N | Coding | 0.4424 |
| 241 | 600 | N | Coding | 3.2195 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 200 | N | Coding | 0.8268 |
| 250 | 400 | N | Coding | 0.7706 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 51

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 200 | N | Coding | 0.0843 |
| 2 | 200 | N | Coding | 0.6712 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 200 | N | Coding | 2.2849 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 200 | N | Coding | 0.1693 |
| 11 | 400 | N | Coding | 0.8640 |
| 12 | 200 | N | Coding | 1.5338 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 200 | N | Coding | 0.6173 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 200 | N | Coding | 0.4371 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 200 | N | Coding | 0.0083 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 200 | N | Coding | 3.4902 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 200 | N | Coding | 0.2850 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 200 | N | Coding | 0.3441 |
| 49 | 200 | N | Coding | 0.1268 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 0.0354 |
| 57 | 200 | N | Coding | 0.0143 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 200 | N | Coding | 0.7352 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 200 | N | Coding | 3.1521 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 400 | N | Coding | 0.7006 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 800 | N | Coding | 172.2278 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | Y | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | Y | unknown | 0.0000 |
| 109 | 0 | Y | unknown | 0.0000 |
| 110 | 0 | Y | unknown | 0.0000 |
| 111 | 400 | N | Coding | 1.1576 |
| 112 | 0 | Y | unknown | 0.0000 |
| 113 | 0 | Y | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 200 | N | Coding | 0.1632 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 400 | N | Coding | 0.4822 |
| 122 | 400 | N | Coding | 1.3350 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | N | unknown | 0.0000 |
| 125 | 200 | N | Coding | 0.4677 |
| 126 | 200 | N | Coding | 0.2053 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 0.3706 |
| 129 | 200 | N | Coding | 0.2259 |
| 130 | 200 | N | Coding | 1.2382 |
| 131 | 200 | N | Coding | 0.1910 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 0 | Y | unknown | 0.0000 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 200 | N | Coding | 8.0874 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | N | unknown | 0.0000 |
| 162 | 200 | N | Coding | 4.1546 |
| 163 | 0 | N | unknown | 0.0000 |
| 164 | 0 | N | unknown | 0.0000 |
| 165 | 0 | N | unknown | 0.0000 |
| 166 | 400 | N | Coding | 11.9745 |
| 167 | 0 | N | unknown | 0.0000 |
| 168 | 0 | N | unknown | 0.0000 |
| 169 | 800 | N | Coding | 1.3244 |
| 170 | 0 | N | unknown | 0.0000 |
| 171 | 0 | N | unknown | 0.0000 |
| 172 | 200 | N | Coding | 0.0917 |
| 173 | 0 | N | unknown | 0.0000 |
| 174 | 0 | N | unknown | 0.0000 |
| 175 | 0 | N | unknown | 0.0000 |
| 176 | 0 | N | unknown | 0.0000 |
| 177 | 200 | N | Coding | 0.0183 |
| 178 | 0 | N | unknown | 0.0000 |
| 179 | 400 | N | Coding | 7.1932 |
| 180 | 0 | N | unknown | 0.0000 |
| 181 | 0 | N | unknown | 0.0000 |
| 182 | 0 | N | unknown | 0.0000 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 200 | N | Coding | 0.8719 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 200 | N | Coding | 0.9523 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 200 | N | Coding | 0.1961 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 200 | N | Coding | 1.0829 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 200 | N | Coding | 0.5657 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 200 | N | Coding | 0.8920 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 200 | N | Coding | 0.2741 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | Y | unknown | 0.0000 |
| 227 | 200 | N | Coding | 0.6246 |
| 228 | 0 | Y | unknown | 0.0000 |
| 229 | 0 | Y | unknown | 0.0000 |
| 230 | 0 | Y | unknown | 0.0000 |
| 231 | 0 | Y | unknown | 0.0000 |
| 232 | 0 | Y | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | Y | unknown | 0.0000 |
| 235 | 0 | Y | unknown | 0.0000 |
| 236 | 0 | Y | unknown | 0.0000 |
| 237 | 200 | N | Coding | 0.0598 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 800 | N | Coding | 1.7807 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 200 | N | Coding | 0.0993 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 200 | N | Coding | 0.6521 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 52

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 200 | N | Coding | 0.7684 |
| 2 | 200 | N | Coding | 0.0301 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 200 | N | Coding | 1.5091 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 200 | N | Coding | 0.7170 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 200 | N | Coding | 0.1667 |
| 26 | 800 | N | Coding | 21.6909 |
| 27 | 200 | N | Coding | 0.3058 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 200 | N | Coding | 5.2520 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 200 | N | Coding | 0.2835 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 200 | N | Coding | 0.8918 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 200 | N | Coding | 8.1263 |
| 71 | 200 | N | Coding | 1.0767 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 200 | N | Coding | 1.3796 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 200 | N | Coding | 2.2635 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 0.4526 |
| 94 | 200 | N | Coding | 0.0183 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 200 | N | Coding | 0.3357 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 400 | N | Coding | 0.9818 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 200 | N | Coding | 2.6247 |
| 109 | 0 | Y | unknown | 0.0000 |
| 110 | 0 | Y | unknown | 0.0000 |
| 111 | 0 | Y | unknown | 0.0000 |
| 112 | 0 | Y | unknown | 0.0000 |
| 113 | 0 | Y | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 800 | N | Coding | 17.1584 |
| 119 | 600 | N | Coding | 1.4755 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 200 | N | Coding | 0.5214 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 200 | N | Coding | 1.0411 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 600 | N | Coding | 1.1414 |
| 126 | 0 | N | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | N | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 200 | N | Coding | 2.2022 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 200 | N | Coding | 0.2212 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 200 | N | Coding | 6.0347 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 200 | N | Coding | 1.1162 |
| 142 | 200 | N | Coding | 0.0246 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 200 | N | Coding | 0.3817 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 200 | N | Coding | 0.8351 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 200 | N | Coding | 0.1812 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | N | unknown | 0.0000 |
| 170 | 0 | N | unknown | 0.0000 |
| 171 | 0 | N | unknown | 0.0000 |
| 172 | 0 | N | unknown | 0.0000 |
| 173 | 0 | N | unknown | 0.0000 |
| 174 | 200 | N | Coding | 3.3679 |
| 175 | 0 | N | unknown | 0.0000 |
| 176 | 0 | N | unknown | 0.0000 |
| 177 | 0 | N | unknown | 0.0000 |
| 178 | 0 | N | unknown | 0.0000 |
| 179 | 0 | N | unknown | 0.0000 |
| 180 | 0 | N | unknown | 0.0000 |
| 181 | 0 | N | unknown | 0.0000 |
| 182 | 0 | N | unknown | 0.0000 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 200 | N | Coding | 0.2626 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 200 | N | Coding | 1.9844 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 200 | N | Coding | 0.0205 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 0.0135 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 400 | N | Coding | 1.2782 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 200 | N | Coding | 0.2261 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 800 | N | Coding | 1.0912 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 200 | N | Coding | 0.6724 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | Y | unknown | 0.0000 |
| 233 | 200 | N | Coding | 1.7965 |
| 234 | 0 | Y | unknown | 0.0000 |
| 235 | 0 | Y | unknown | 0.0000 |
| 236 | 0 | Y | unknown | 0.0000 |
| 237 | 0 | Y | unknown | 0.0000 |
| 238 | 0 | Y | unknown | 0.0000 |
| 239 | 0 | Y | unknown | 0.0000 |
| 240 | 600 | N | Coding | 0.9246 |
| 241 | 200 | N | Coding | 2.8532 |
| 242 | 200 | N | Coding | 2.1583 |
| 243 | 200 | N | Coding | 53.6437 |
| 244 | 0 | Y | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 200 | N | Coding | 12.1682 |

---

### Layer 53

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 400 | N | Coding | 7.2021 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 400 | N | Coding | 0.2194 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 600 | N | Coding | 21.4677 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 400 | N | Coding | 0.4073 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 200 | N | Coding | 42.6615 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 200 | N | Coding | 13.5798 |
| 27 | 200 | N | Coding | 6.3936 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 200 | N | Coding | 3.3030 |
| 33 | 200 | N | Coding | 0.3956 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 4.4439 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 200 | N | Coding | 0.9940 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 200 | N | Coding | 2.3137 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 1.8530 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 600 | N | Coding | 1.1754 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 200 | N | Coding | 0.5389 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 200 | N | Coding | 0.0230 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 200 | N | Coding | 4.0038 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 200 | N | Coding | 1.1276 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 200 | N | Coding | 19.6360 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 200 | N | Coding | 1.2072 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 200 | N | Coding | 3.1377 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 200 | N | Coding | 4.7768 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 0.5851 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 200 | N | Coding | 10.9326 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 400 | N | Coding | 0.4257 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 200 | N | Coding | 0.1459 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | N | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 200 | N | Coding | 0.0595 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 400 | N | Coding | 1.2200 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 600 | N | Coding | 0.9256 |
| 131 | 200 | N | Coding | 0.4943 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 200 | N | Coding | 3.0209 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 200 | N | Coding | 0.3208 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 1.1730 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 200 | N | Coding | 1.2745 |
| 158 | 200 | N | Coding | 1.1810 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 200 | N | Coding | 0.1706 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 200 | N | Coding | 1.2092 |
| 187 | 200 | N | Coding | 12.2792 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 200 | N | Coding | 0.0218 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 200 | N | Coding | 0.6693 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 200 | N | Coding | 0.6340 |
| 215 | 400 | N | Coding | 30.1673 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 200 | N | Coding | 1.0889 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 200 | N | Coding | 0.4919 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 400 | N | Coding | 1.1811 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 200 | N | Coding | 0.3976 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 200 | N | Coding | 0.0088 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 200 | N | Coding | 0.0096 |
| 243 | 400 | N | Coding | 1.1541 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 200 | N | Coding | 82.1996 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 54

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 200 | N | Coding | 0.8269 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 200 | N | Coding | 0.4665 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 200 | N | Coding | 2.3959 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 200 | N | Coding | 1.5665 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 200 | N | Coding | 0.0624 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 400 | N | Coding | 0.5029 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 200 | N | Coding | 4.9825 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 200 | N | Coding | 0.0237 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 200 | N | Coding | 0.6455 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 600 | N | Coding | 0.6596 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 400 | N | Coding | 2.4788 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 200 | N | Coding | 0.6152 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 1.7805 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 200 | N | Coding | 0.0338 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 800 | N | Coding | 0.6874 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 600 | N | Coding | 1.2707 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 200 | N | Coding | 0.0121 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 200 | N | Coding | 0.6668 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 200 | N | Coding | 0.0316 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 200 | N | Coding | 0.6087 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 200 | N | Coding | 2.7917 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 200 | N | Coding | 2.9458 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 400 | N | Coding | 12.8611 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 200 | N | Coding | 0.0474 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 200 | N | Coding | 0.9023 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 200 | N | Coding | 5.5619 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 200 | N | Coding | 0.5958 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 200 | N | Coding | 1.1819 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 400 | N | Coding | 0.9798 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | N | unknown | 0.0000 |
| 182 | 0 | N | unknown | 0.0000 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 200 | N | Coding | 3.1732 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 200 | N | Coding | 0.0372 |
| 188 | 200 | N | Coding | 0.3008 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 200 | N | Coding | 2.3575 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 200 | N | Coding | 0.4580 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 200 | N | Coding | 2.2550 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 200 | N | Coding | 4.7101 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 200 | N | Coding | 0.0576 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 200 | N | Coding | 0.4912 |
| 223 | 1,000 | N | Coding | 175.2954 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 200 | N | Coding | 0.0221 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 400 | N | Coding | 38.6157 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 200 | N | Coding | 0.0661 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 200 | N | Coding | 0.0543 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 400 | N | Coding | 0.0508 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 200 | N | Coding | 2.4630 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 200 | N | Coding | 0.3401 |
| 251 | 200 | N | Coding | 0.4072 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 55

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 200 | N | Coding | 1.0571 |
| 10 | 200 | N | Coding | 0.0174 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 400 | N | Coding | 0.3652 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 200 | N | Coding | 2.0113 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 8.5944 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 200 | N | Coding | 0.9183 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 200 | N | Coding | 0.1597 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 200 | N | Coding | 4.8440 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 200 | N | Coding | 8.3970 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 200 | N | Coding | 0.0073 |
| 65 | 400 | N | Coding | 4.9776 |
| 66 | 200 | N | Coding | 0.8969 |
| 67 | 400 | N | Coding | 10.5850 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 200 | N | Coding | 14.2060 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 200 | N | Coding | 0.8029 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 200 | N | Coding | 2.0934 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 1.1962 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 200 | N | Coding | 0.0140 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 400 | N | Coding | 1.5122 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 200 | N | Coding | 0.0253 |
| 109 | 600 | N | Coding | 3.2479 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 200 | N | Coding | 0.0110 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 200 | N | Coding | 4.4361 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 2.4867 |
| 129 | 400 | N | Coding | 0.0261 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 200 | N | Coding | 0.7874 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | Y | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 800 | N | Coding | 12.9309 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 200 | N | Coding | 0.0121 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 200 | N | Coding | 0.0259 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 200 | N | Coding | 0.6797 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 200 | N | Coding | 1.3022 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 200 | N | Coding | 2.1430 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 200 | N | Coding | 1.4081 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 200 | N | Coding | 2.2666 |
| 180 | 400 | N | Coding | 1.9897 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 400 | N | Coding | 11.3459 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 400 | N | Coding | 48.0821 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 600 | N | Coding | 5.6359 |
| 197 | 200 | N | Coding | 1.6004 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 200 | N | Coding | 0.9765 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 200 | N | Coding | 2.2322 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 200 | N | Coding | 0.9958 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 600 | N | Coding | 2.3203 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 200 | N | Coding | 1.0482 |
| 231 | 200 | N | Coding | 0.4958 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 200 | N | Coding | 0.4308 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 200 | N | Coding | 1.1340 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 56

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 200 | N | Coding | 4.3699 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 400 | N | Coding | 1.2040 |
| 5 | 200 | N | Coding | 0.8303 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 200 | N | Coding | 0.7404 |
| 8 | 600 | N | Coding | 2.2725 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 200 | N | Coding | 0.0383 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 200 | N | Coding | 0.0562 |
| 33 | 200 | N | Coding | 21.8581 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 200 | N | Coding | 1.3840 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 400 | N | Coding | 12.8875 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 400 | N | Coding | 0.7581 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 0.3211 |
| 57 | 200 | N | Coding | 0.0294 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 400 | N | Coding | 54.2954 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 400 | N | Coding | 8.1125 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 200 | N | Coding | 2.7917 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 200 | N | Coding | 0.8366 |
| 75 | 200 | N | Coding | 0.7140 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 200 | N | Coding | 0.6403 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 0.7986 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 600 | N | Coding | 0.8559 |
| 93 | 200 | N | Coding | 1.9397 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 200 | N | Coding | 0.2968 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 200 | N | Coding | 6.1402 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 200 | N | Coding | 22.1933 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 200 | N | Coding | 0.7574 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 200 | N | Coding | 1.4375 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 200 | N | Coding | 0.0176 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 400 | N | Coding | 4.5283 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 200 | N | Coding | 0.0370 |
| 127 | 400 | N | Coding | 0.5638 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | N | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 200 | N | Coding | 1.4936 |
| 154 | 200 | N | Coding | 0.9057 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 200 | N | Coding | 1.0088 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 200 | N | Coding | 0.1556 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 200 | N | Coding | 4.1163 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 200 | N | Coding | 5.4428 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 200 | N | Coding | 1.1983 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 200 | N | Coding | 0.5513 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 200 | N | Coding | 6.5764 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 1.0278 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 200 | N | Coding | 114.0929 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 200 | N | Coding | 2.6293 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 200 | N | Coding | 3.6879 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 200 | N | Coding | 0.0173 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 400 | N | Coding | 11.9063 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 400 | N | Coding | 82.0556 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 200 | N | Coding | 0.0121 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 200 | N | Coding | 0.0485 |
| 244 | 200 | N | Coding | 0.4568 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 200 | N | Coding | 59.6693 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 57

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 200 | N | Coding | 3.4458 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 600 | N | Coding | 4.4529 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 200 | N | Coding | 0.0542 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 200 | N | Coding | 4.1572 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 200 | N | Coding | 0.1418 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 400 | N | Coding | 2.6550 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 200 | N | Coding | 1.5479 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 200 | N | Coding | 24.4881 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 200 | N | Coding | 0.3676 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 200 | N | Coding | 1.0691 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 600 | N | Coding | 3.1815 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 200 | N | Coding | 0.9954 |
| 91 | 600 | N | Coding | 0.6716 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 200 | N | Coding | 0.6200 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 200 | N | Coding | 0.0670 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 200 | N | Coding | 0.0369 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 400 | N | Coding | 0.3562 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 200 | N | Coding | 0.1031 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 200 | N | Coding | 0.5966 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 200 | N | Coding | 28.5023 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | N | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 1.7275 |
| 129 | 0 | N | unknown | 0.0000 |
| 130 | 200 | N | Coding | 0.0240 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 200 | N | Coding | 0.6184 |
| 133 | 200 | N | Coding | 0.0619 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 200 | N | Coding | 0.3373 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 400 | N | Coding | 3.0003 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 200 | N | Coding | 2.7584 |
| 142 | 0 | Y | unknown | 0.0000 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 200 | N | Coding | 1.2607 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 800 | N | Coding | 39.8335 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 200 | N | Coding | 0.0390 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 200 | N | Coding | 12.1184 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 400 | N | Coding | 0.4690 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 600 | N | Coding | 310.8232 |
| 180 | 0 | N | unknown | 0.0000 |
| 181 | 0 | N | unknown | 0.0000 |
| 182 | 600 | N | Coding | 5.9127 |
| 183 | 0 | N | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 400 | N | Coding | 1.2826 |
| 187 | 200 | N | Coding | 0.0274 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 200 | N | Coding | 14.4278 |
| 226 | 400 | N | Coding | 8.9373 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 200 | N | Coding | 0.5910 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 200 | N | Coding | 2.1776 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | Y | unknown | 0.0000 |
| 245 | 0 | Y | unknown | 0.0000 |
| 246 | 0 | Y | unknown | 0.0000 |
| 247 | 400 | N | Coding | 0.0544 |
| 248 | 400 | N | Coding | 0.0993 |
| 249 | 0 | Y | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 200 | N | Coding | 1.4499 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 58

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 200 | N | Coding | 1.8125 |
| 8 | 200 | N | Coding | 2.9304 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 200 | N | Coding | 0.3408 |
| 11 | 600 | N | Coding | 0.9057 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 200 | N | Coding | 0.6230 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 400 | N | Coding | 4.7052 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 200 | N | Coding | 3.5760 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 200 | N | Coding | 8.9178 |
| 38 | 200 | N | Coding | 1.2300 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 200 | N | Coding | 23.8807 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 200 | N | Coding | 2.4136 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 1,000 | N | Coding | 2.8496 |
| 55 | 600 | N | Coding | 3.6043 |
| 56 | 400 | N | Coding | 13.2395 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 200 | N | Coding | 1.9131 |
| 66 | 200 | N | Coding | 0.1555 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 0 | N | unknown | 0.0000 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 200 | N | Coding | 0.1251 |
| 79 | 200 | N | Coding | 0.5011 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 600 | N | Coding | 7.3496 |
| 82 | 400 | N | Coding | 56.7630 |
| 83 | 200 | N | Coding | 0.7102 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 200 | N | Coding | 9.9526 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 200 | N | Coding | 0.3215 |
| 92 | 200 | N | Coding | 0.0408 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 400 | N | Coding | 3.1681 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 600 | N | Coding | 26.2625 |
| 117 | 0 | N | unknown | 0.0000 |
| 118 | 0 | N | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 200 | N | Coding | 7.8406 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 200 | N | Coding | 1.0436 |
| 129 | 0 | Y | unknown | 0.0000 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 200 | N | Coding | 0.5634 |
| 136 | 0 | Y | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 200 | N | Coding | 3.0652 |
| 141 | 0 | N | unknown | 0.0000 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 0 | N | unknown | 0.0000 |
| 144 | 0 | N | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | N | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 400 | N | Coding | 0.5667 |
| 162 | 200 | N | Coding | 0.7755 |
| 163 | 200 | N | Coding | 80.9086 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 200 | N | Coding | 0.0257 |
| 167 | 200 | N | Coding | 1.1342 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 200 | N | Coding | 1.1238 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 200 | N | Coding | 1.5020 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 200 | N | Coding | 2.8195 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 0 | Y | unknown | 0.0000 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 200 | N | Coding | 0.8385 |
| 189 | 0 | Y | unknown | 0.0000 |
| 190 | 0 | Y | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 200 | N | Coding | 1.0408 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 400 | N | Coding | 17.0317 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 200 | N | Coding | 0.0353 |
| 222 | 400 | N | Coding | 22.1734 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 200 | N | Coding | 0.2299 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 200 | N | Coding | 1.7861 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 59

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 0 | N | unknown | 0.0000 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 0 | N | unknown | 0.0000 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 400 | N | Coding | 3.2289 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 200 | N | Coding | 2.6510 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 200 | N | Coding | 8.1182 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 200 | N | Coding | 2.1728 |
| 34 | 200 | N | Coding | 1.1780 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 200 | N | Coding | 20.4276 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 400 | N | Coding | 1.8890 |
| 45 | 200 | N | Coding | 1.6606 |
| 46 | 200 | N | Coding | 0.4901 |
| 47 | 200 | N | Coding | 2.3009 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 200 | N | Coding | 0.4875 |
| 64 | 200 | N | Coding | 8.2799 |
| 65 | 200 | N | Coding | 0.0573 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 800 | N | Coding | 33.8060 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 200 | N | Coding | 2.6080 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 200 | N | Coding | 1.3002 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 200 | N | Coding | 0.8333 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 200 | N | Coding | 2.2753 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 400 | N | Coding | 0.4210 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 39.7086 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 200 | N | Coding | 1.7363 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 200 | N | Coding | 2.1925 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 0 | N | unknown | 0.0000 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 400 | N | Coding | 2.9927 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 200 | N | Coding | 0.1300 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 0 | N | unknown | 0.0000 |
| 110 | 200 | N | Coding | 0.5606 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 200 | N | Coding | 1.8627 |
| 115 | 200 | N | Coding | 2.0412 |
| 116 | 200 | N | Coding | 0.6010 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 200 | N | Coding | 0.3601 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 200 | N | Coding | 0.0898 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 200 | N | Coding | 3.5354 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | Y | unknown | 0.0000 |
| 133 | 0 | Y | unknown | 0.0000 |
| 134 | 0 | Y | unknown | 0.0000 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 200 | N | Coding | 0.3674 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | N | unknown | 0.0000 |
| 141 | 600 | N | Coding | 0.2371 |
| 142 | 0 | N | unknown | 0.0000 |
| 143 | 200 | N | Coding | 229.8656 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 200 | N | Coding | 1.2741 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 400 | N | Coding | 0.2752 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 400 | N | Coding | 24.9528 |
| 163 | 200 | N | Coding | 2.8905 |
| 164 | 200 | N | Coding | 0.8261 |
| 165 | 0 | Y | unknown | 0.0000 |
| 166 | 200 | N | Coding | 0.1048 |
| 167 | 200 | N | Coding | 2.0698 |
| 168 | 0 | Y | unknown | 0.0000 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | Y | unknown | 0.0000 |
| 186 | 200 | N | Coding | 73.6677 |
| 187 | 0 | Y | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 200 | N | Coding | 0.0250 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 200 | N | Coding | 1.8532 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 200 | N | Coding | 5.3359 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 200 | N | Coding | 0.7161 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 0 | N | unknown | 0.0000 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 200 | N | Coding | 0.4141 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 200 | N | Coding | 2.4737 |
| 221 | 0 | N | unknown | 0.0000 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 200 | N | Coding | 0.0721 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 200 | N | Coding | 7.9298 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 200 | N | Coding | 0.4059 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 200 | N | Coding | 0.0389 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 200 | N | Coding | 0.0242 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 60

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | N | unknown | 0.0000 |
| 1 | 0 | N | unknown | 0.0000 |
| 2 | 0 | N | unknown | 0.0000 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 200 | N | Coding | 0.0016 |
| 5 | 200 | N | Coding | 5.5729 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 200 | N | Coding | 0.0004 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 200 | N | Coding | 4.7925 |
| 10 | 200 | N | Coding | 0.2438 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 200 | N | Coding | 2.5222 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 0 | N | unknown | 0.0000 |
| 16 | 0 | N | unknown | 0.0000 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 0 | N | unknown | 0.0000 |
| 22 | 0 | N | unknown | 0.0000 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 0 | N | unknown | 0.0000 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 200 | N | Coding | 0.0006 |
| 43 | 600 | N | Coding | 0.9106 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 0 | N | unknown | 0.0000 |
| 46 | 0 | N | unknown | 0.0000 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 400 | N | Coding | 15.9034 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 0 | N | unknown | 0.0000 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 0 | N | unknown | 0.0000 |
| 54 | 200 | N | Coding | 3.5864 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 200 | N | Coding | 0.4312 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 0 | N | unknown | 0.0000 |
| 61 | 0 | N | unknown | 0.0000 |
| 62 | 0 | N | unknown | 0.0000 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 200 | N | Coding | 0.3198 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 200 | N | Coding | 2.8356 |
| 77 | 0 | N | unknown | 0.0000 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 0 | N | unknown | 0.0000 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 200 | N | Coding | 0.5763 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 200 | N | Coding | 3.6337 |
| 94 | 200 | N | Coding | 0.7049 |
| 95 | 200 | N | Coding | 6.8120 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 0 | N | unknown | 0.0000 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 400 | N | Coding | 0.5525 |
| 100 | 200 | N | Coding | 86.0995 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 0 | N | unknown | 0.0000 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 0 | N | unknown | 0.0000 |
| 109 | 200 | N | Coding | 10.8920 |
| 110 | 0 | N | unknown | 0.0000 |
| 111 | 200 | N | Coding | 0.5391 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | Y | unknown | 0.0000 |
| 114 | 0 | Y | unknown | 0.0000 |
| 115 | 0 | Y | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 200 | N | Coding | 6.8100 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 400 | N | Coding | 60.9545 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 200 | N | Coding | 0.9992 |
| 132 | 0 | N | unknown | 0.0000 |
| 133 | 400 | N | Coding | 1.9124 |
| 134 | 0 | N | unknown | 0.0000 |
| 135 | 200 | N | Coding | 0.9264 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 0 | N | unknown | 0.0000 |
| 138 | 0 | Y | unknown | 0.0000 |
| 139 | 0 | Y | unknown | 0.0000 |
| 140 | 200 | N | Coding | 14.4563 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 200 | N | Coding | 0.0005 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 0 | Y | unknown | 0.0000 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 0 | Y | unknown | 0.0000 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 0 | Y | unknown | 0.0000 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 0 | Y | unknown | 0.0000 |
| 155 | 400 | N | Coding | 2.2086 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 200 | N | Coding | 6.9799 |
| 160 | 0 | Y | unknown | 0.0000 |
| 161 | 400 | N | Coding | 16.0208 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 400 | N | Coding | 17.8558 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 200 | N | Coding | 0.0003 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 200 | N | Coding | 3.3507 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 200 | N | Coding | 1.2025 |
| 174 | 200 | N | Coding | 16.6780 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 0 | Y | unknown | 0.0000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | N | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 0 | N | unknown | 0.0000 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 200 | N | Coding | 0.6922 |
| 191 | 200 | N | Coding | 1.4814 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 0 | N | unknown | 0.0000 |
| 199 | 200 | N | Coding | 3.4796 |
| 200 | 200 | N | Coding | 2.4586 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 200 | N | Coding | 2.2515 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 200 | N | Coding | 9.0285 |
| 208 | 0 | N | unknown | 0.0000 |
| 209 | 400 | N | Coding | 2.9256 |
| 210 | 200 | N | Coding | 4.8013 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 0 | N | unknown | 0.0000 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 0 | N | unknown | 0.0000 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 0 | N | unknown | 0.0000 |
| 217 | 200 | N | Coding | 0.5677 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 0 | N | unknown | 0.0000 |
| 221 | 200 | N | Coding | 0.4553 |
| 222 | 0 | N | unknown | 0.0000 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 400 | N | Coding | 338.0131 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 200 | N | Coding | 0.6991 |
| 228 | 200 | N | Coding | 2.1571 |
| 229 | 0 | N | unknown | 0.0000 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 200 | N | Coding | 158.1321 |
| 233 | 0 | N | unknown | 0.0000 |
| 234 | 200 | N | Coding | 0.5231 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 400 | N | Coding | 1.4346 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 0 | N | unknown | 0.0000 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

### Layer 61

**Total Tokens Processed:** 1,600
**Experts Pruned:** 51 | **Retained:** 205

| Expert Index | Counts of Activation | Pruned? (Y or N) | Classification | Saliency Score |
|--------------|---------------------|------------------|----------------|----------------|
| 0 | 0 | Y | unknown | 0.0000 |
| 1 | 400 | N | Coding | 7.1380 |
| 2 | 200 | N | Coding | 13.8303 |
| 3 | 0 | N | unknown | 0.0000 |
| 4 | 0 | N | unknown | 0.0000 |
| 5 | 0 | N | unknown | 0.0000 |
| 6 | 0 | N | unknown | 0.0000 |
| 7 | 0 | N | unknown | 0.0000 |
| 8 | 0 | N | unknown | 0.0000 |
| 9 | 200 | N | Coding | 24.1952 |
| 10 | 0 | N | unknown | 0.0000 |
| 11 | 0 | N | unknown | 0.0000 |
| 12 | 200 | N | Coding | 23.5457 |
| 13 | 0 | N | unknown | 0.0000 |
| 14 | 0 | N | unknown | 0.0000 |
| 15 | 200 | N | Coding | 0.5858 |
| 16 | 200 | N | Coding | 6.4057 |
| 17 | 0 | N | unknown | 0.0000 |
| 18 | 0 | N | unknown | 0.0000 |
| 19 | 0 | N | unknown | 0.0000 |
| 20 | 0 | N | unknown | 0.0000 |
| 21 | 400 | N | Coding | 22.4962 |
| 22 | 200 | N | Coding | 5.8055 |
| 23 | 0 | N | unknown | 0.0000 |
| 24 | 0 | N | unknown | 0.0000 |
| 25 | 0 | N | unknown | 0.0000 |
| 26 | 0 | N | unknown | 0.0000 |
| 27 | 0 | N | unknown | 0.0000 |
| 28 | 0 | N | unknown | 0.0000 |
| 29 | 0 | N | unknown | 0.0000 |
| 30 | 0 | N | unknown | 0.0000 |
| 31 | 0 | N | unknown | 0.0000 |
| 32 | 0 | N | unknown | 0.0000 |
| 33 | 200 | N | Coding | 5.9904 |
| 34 | 0 | N | unknown | 0.0000 |
| 35 | 0 | N | unknown | 0.0000 |
| 36 | 0 | N | unknown | 0.0000 |
| 37 | 0 | N | unknown | 0.0000 |
| 38 | 0 | N | unknown | 0.0000 |
| 39 | 0 | N | unknown | 0.0000 |
| 40 | 0 | N | unknown | 0.0000 |
| 41 | 0 | N | unknown | 0.0000 |
| 42 | 0 | N | unknown | 0.0000 |
| 43 | 0 | N | unknown | 0.0000 |
| 44 | 0 | N | unknown | 0.0000 |
| 45 | 200 | N | Coding | 38.3462 |
| 46 | 200 | N | Coding | 4.6105 |
| 47 | 0 | N | unknown | 0.0000 |
| 48 | 0 | N | unknown | 0.0000 |
| 49 | 0 | N | unknown | 0.0000 |
| 50 | 200 | N | Coding | 124.0003 |
| 51 | 0 | N | unknown | 0.0000 |
| 52 | 0 | N | unknown | 0.0000 |
| 53 | 200 | N | Coding | 6.0651 |
| 54 | 0 | N | unknown | 0.0000 |
| 55 | 0 | N | unknown | 0.0000 |
| 56 | 0 | N | unknown | 0.0000 |
| 57 | 0 | N | unknown | 0.0000 |
| 58 | 0 | N | unknown | 0.0000 |
| 59 | 0 | N | unknown | 0.0000 |
| 60 | 400 | N | Coding | 39.9032 |
| 61 | 400 | N | Coding | 28.0086 |
| 62 | 200 | N | Coding | 14.2868 |
| 63 | 0 | N | unknown | 0.0000 |
| 64 | 0 | N | unknown | 0.0000 |
| 65 | 0 | N | unknown | 0.0000 |
| 66 | 0 | N | unknown | 0.0000 |
| 67 | 0 | N | unknown | 0.0000 |
| 68 | 0 | N | unknown | 0.0000 |
| 69 | 0 | N | unknown | 0.0000 |
| 70 | 0 | N | unknown | 0.0000 |
| 71 | 0 | N | unknown | 0.0000 |
| 72 | 0 | N | unknown | 0.0000 |
| 73 | 0 | N | unknown | 0.0000 |
| 74 | 200 | N | Coding | 14.7708 |
| 75 | 0 | N | unknown | 0.0000 |
| 76 | 0 | N | unknown | 0.0000 |
| 77 | 400 | N | Coding | 2.5306 |
| 78 | 0 | N | unknown | 0.0000 |
| 79 | 0 | N | unknown | 0.0000 |
| 80 | 0 | N | unknown | 0.0000 |
| 81 | 0 | N | unknown | 0.0000 |
| 82 | 0 | N | unknown | 0.0000 |
| 83 | 0 | N | unknown | 0.0000 |
| 84 | 0 | N | unknown | 0.0000 |
| 85 | 0 | N | unknown | 0.0000 |
| 86 | 0 | N | unknown | 0.0000 |
| 87 | 200 | N | Coding | 6.2896 |
| 88 | 0 | N | unknown | 0.0000 |
| 89 | 0 | N | unknown | 0.0000 |
| 90 | 0 | N | unknown | 0.0000 |
| 91 | 0 | N | unknown | 0.0000 |
| 92 | 0 | N | unknown | 0.0000 |
| 93 | 0 | N | unknown | 0.0000 |
| 94 | 0 | N | unknown | 0.0000 |
| 95 | 0 | N | unknown | 0.0000 |
| 96 | 0 | N | unknown | 0.0000 |
| 97 | 200 | N | Coding | 0.4321 |
| 98 | 0 | N | unknown | 0.0000 |
| 99 | 0 | N | unknown | 0.0000 |
| 100 | 200 | N | Coding | 2.5297 |
| 101 | 0 | N | unknown | 0.0000 |
| 102 | 0 | N | unknown | 0.0000 |
| 103 | 0 | N | unknown | 0.0000 |
| 104 | 0 | N | unknown | 0.0000 |
| 105 | 200 | N | Coding | 35.1261 |
| 106 | 0 | N | unknown | 0.0000 |
| 107 | 0 | N | unknown | 0.0000 |
| 108 | 200 | N | Coding | 13.4270 |
| 109 | 400 | N | Coding | 853.5382 |
| 110 | 200 | N | Coding | 0.4913 |
| 111 | 0 | N | unknown | 0.0000 |
| 112 | 0 | N | unknown | 0.0000 |
| 113 | 0 | N | unknown | 0.0000 |
| 114 | 0 | N | unknown | 0.0000 |
| 115 | 0 | N | unknown | 0.0000 |
| 116 | 0 | Y | unknown | 0.0000 |
| 117 | 0 | Y | unknown | 0.0000 |
| 118 | 0 | Y | unknown | 0.0000 |
| 119 | 0 | Y | unknown | 0.0000 |
| 120 | 0 | Y | unknown | 0.0000 |
| 121 | 0 | Y | unknown | 0.0000 |
| 122 | 0 | Y | unknown | 0.0000 |
| 123 | 0 | Y | unknown | 0.0000 |
| 124 | 0 | Y | unknown | 0.0000 |
| 125 | 0 | Y | unknown | 0.0000 |
| 126 | 0 | Y | unknown | 0.0000 |
| 127 | 0 | Y | unknown | 0.0000 |
| 128 | 0 | N | unknown | 0.0000 |
| 129 | 400 | N | Coding | 23.4174 |
| 130 | 0 | Y | unknown | 0.0000 |
| 131 | 0 | Y | unknown | 0.0000 |
| 132 | 0 | N | unknown | 0.0000 |
| 133 | 0 | N | unknown | 0.0000 |
| 134 | 200 | N | Coding | 2.8910 |
| 135 | 0 | N | unknown | 0.0000 |
| 136 | 0 | N | unknown | 0.0000 |
| 137 | 200 | N | Coding | 0.4820 |
| 138 | 0 | N | unknown | 0.0000 |
| 139 | 0 | N | unknown | 0.0000 |
| 140 | 0 | Y | unknown | 0.0000 |
| 141 | 0 | Y | unknown | 0.0000 |
| 142 | 200 | N | Coding | 16.2003 |
| 143 | 0 | Y | unknown | 0.0000 |
| 144 | 0 | Y | unknown | 0.0000 |
| 145 | 200 | N | Coding | 0.3020 |
| 146 | 0 | Y | unknown | 0.0000 |
| 147 | 600 | N | Coding | 5.4565 |
| 148 | 0 | Y | unknown | 0.0000 |
| 149 | 0 | Y | unknown | 0.0000 |
| 150 | 0 | Y | unknown | 0.0000 |
| 151 | 0 | Y | unknown | 0.0000 |
| 152 | 200 | N | Coding | 11.6607 |
| 153 | 0 | Y | unknown | 0.0000 |
| 154 | 200 | N | Coding | 10.7617 |
| 155 | 0 | Y | unknown | 0.0000 |
| 156 | 0 | Y | unknown | 0.0000 |
| 157 | 0 | Y | unknown | 0.0000 |
| 158 | 0 | Y | unknown | 0.0000 |
| 159 | 0 | Y | unknown | 0.0000 |
| 160 | 200 | N | Coding | 1.9902 |
| 161 | 0 | Y | unknown | 0.0000 |
| 162 | 0 | Y | unknown | 0.0000 |
| 163 | 0 | Y | unknown | 0.0000 |
| 164 | 0 | Y | unknown | 0.0000 |
| 165 | 200 | N | Coding | 54.7083 |
| 166 | 0 | Y | unknown | 0.0000 |
| 167 | 0 | Y | unknown | 0.0000 |
| 168 | 200 | N | Coding | 1.3836 |
| 169 | 0 | Y | unknown | 0.0000 |
| 170 | 0 | Y | unknown | 0.0000 |
| 171 | 0 | Y | unknown | 0.0000 |
| 172 | 0 | Y | unknown | 0.0000 |
| 173 | 0 | Y | unknown | 0.0000 |
| 174 | 0 | Y | unknown | 0.0000 |
| 175 | 0 | Y | unknown | 0.0000 |
| 176 | 0 | Y | unknown | 0.0000 |
| 177 | 0 | Y | unknown | 0.0000 |
| 178 | 0 | Y | unknown | 0.0000 |
| 179 | 0 | Y | unknown | 0.0000 |
| 180 | 400 | N | Coding | 25.8000 |
| 181 | 0 | Y | unknown | 0.0000 |
| 182 | 0 | Y | unknown | 0.0000 |
| 183 | 0 | Y | unknown | 0.0000 |
| 184 | 0 | Y | unknown | 0.0000 |
| 185 | 0 | N | unknown | 0.0000 |
| 186 | 200 | N | Coding | 4.4396 |
| 187 | 0 | N | unknown | 0.0000 |
| 188 | 0 | N | unknown | 0.0000 |
| 189 | 0 | N | unknown | 0.0000 |
| 190 | 0 | N | unknown | 0.0000 |
| 191 | 0 | N | unknown | 0.0000 |
| 192 | 0 | N | unknown | 0.0000 |
| 193 | 0 | N | unknown | 0.0000 |
| 194 | 0 | N | unknown | 0.0000 |
| 195 | 0 | N | unknown | 0.0000 |
| 196 | 0 | N | unknown | 0.0000 |
| 197 | 0 | N | unknown | 0.0000 |
| 198 | 200 | N | Coding | 7.0252 |
| 199 | 0 | N | unknown | 0.0000 |
| 200 | 0 | N | unknown | 0.0000 |
| 201 | 0 | N | unknown | 0.0000 |
| 202 | 0 | N | unknown | 0.0000 |
| 203 | 0 | N | unknown | 0.0000 |
| 204 | 0 | N | unknown | 0.0000 |
| 205 | 400 | N | Coding | 10.6786 |
| 206 | 0 | N | unknown | 0.0000 |
| 207 | 0 | N | unknown | 0.0000 |
| 208 | 400 | N | Coding | 14.9150 |
| 209 | 0 | N | unknown | 0.0000 |
| 210 | 0 | N | unknown | 0.0000 |
| 211 | 0 | N | unknown | 0.0000 |
| 212 | 200 | N | Coding | 7.6775 |
| 213 | 0 | N | unknown | 0.0000 |
| 214 | 400 | N | Coding | 4.3171 |
| 215 | 0 | N | unknown | 0.0000 |
| 216 | 200 | N | Coding | 387.9478 |
| 217 | 0 | N | unknown | 0.0000 |
| 218 | 0 | N | unknown | 0.0000 |
| 219 | 0 | N | unknown | 0.0000 |
| 220 | 200 | N | Coding | 3.5187 |
| 221 | 200 | N | Coding | 554.7667 |
| 222 | 200 | N | Coding | 22.0583 |
| 223 | 0 | N | unknown | 0.0000 |
| 224 | 0 | N | unknown | 0.0000 |
| 225 | 0 | N | unknown | 0.0000 |
| 226 | 0 | N | unknown | 0.0000 |
| 227 | 0 | N | unknown | 0.0000 |
| 228 | 0 | N | unknown | 0.0000 |
| 229 | 400 | N | Coding | 55.1825 |
| 230 | 0 | N | unknown | 0.0000 |
| 231 | 0 | N | unknown | 0.0000 |
| 232 | 0 | N | unknown | 0.0000 |
| 233 | 200 | N | Coding | 78.2623 |
| 234 | 0 | N | unknown | 0.0000 |
| 235 | 0 | N | unknown | 0.0000 |
| 236 | 0 | N | unknown | 0.0000 |
| 237 | 0 | N | unknown | 0.0000 |
| 238 | 0 | N | unknown | 0.0000 |
| 239 | 0 | N | unknown | 0.0000 |
| 240 | 0 | N | unknown | 0.0000 |
| 241 | 0 | N | unknown | 0.0000 |
| 242 | 0 | N | unknown | 0.0000 |
| 243 | 0 | N | unknown | 0.0000 |
| 244 | 0 | N | unknown | 0.0000 |
| 245 | 0 | N | unknown | 0.0000 |
| 246 | 0 | N | unknown | 0.0000 |
| 247 | 0 | N | unknown | 0.0000 |
| 248 | 0 | N | unknown | 0.0000 |
| 249 | 0 | N | unknown | 0.0000 |
| 250 | 0 | N | unknown | 0.0000 |
| 251 | 0 | N | unknown | 0.0000 |
| 252 | 0 | N | unknown | 0.0000 |
| 253 | 200 | N | Coding | 27.2923 |
| 254 | 0 | N | unknown | 0.0000 |
| 255 | 0 | N | unknown | 0.0000 |

---

## Summary Statistics

| Layer | Pruned Count | Retained Count | Pruning Rate |
|-------|--------------|----------------|--------------|
| 0 | 51 | 205 | 19.92% |
| 1 | 51 | 205 | 19.92% |
| 2 | 51 | 205 | 19.92% |
| 3 | 51 | 205 | 19.92% |
| 4 | 51 | 205 | 19.92% |
| 5 | 51 | 205 | 19.92% |
| 6 | 51 | 205 | 19.92% |
| 7 | 51 | 205 | 19.92% |
| 8 | 51 | 205 | 19.92% |
| 9 | 51 | 205 | 19.92% |
| 10 | 51 | 205 | 19.92% |
| 11 | 51 | 205 | 19.92% |
| 12 | 51 | 205 | 19.92% |
| 13 | 51 | 205 | 19.92% |
| 14 | 51 | 205 | 19.92% |
| 15 | 51 | 205 | 19.92% |
| 16 | 51 | 205 | 19.92% |
| 17 | 51 | 205 | 19.92% |
| 18 | 51 | 205 | 19.92% |
| 19 | 51 | 205 | 19.92% |
| 20 | 51 | 205 | 19.92% |
| 21 | 51 | 205 | 19.92% |
| 22 | 51 | 205 | 19.92% |
| 23 | 51 | 205 | 19.92% |
| 24 | 51 | 205 | 19.92% |
| 25 | 51 | 205 | 19.92% |
| 26 | 51 | 205 | 19.92% |
| 27 | 51 | 205 | 19.92% |
| 28 | 51 | 205 | 19.92% |
| 29 | 51 | 205 | 19.92% |
| 30 | 51 | 205 | 19.92% |
| 31 | 51 | 205 | 19.92% |
| 32 | 51 | 205 | 19.92% |
| 33 | 51 | 205 | 19.92% |
| 34 | 51 | 205 | 19.92% |
| 35 | 51 | 205 | 19.92% |
| 36 | 51 | 205 | 19.92% |
| 37 | 51 | 205 | 19.92% |
| 38 | 51 | 205 | 19.92% |
| 39 | 51 | 205 | 19.92% |
| 40 | 51 | 205 | 19.92% |
| 41 | 51 | 205 | 19.92% |
| 42 | 51 | 205 | 19.92% |
| 43 | 51 | 205 | 19.92% |
| 44 | 51 | 205 | 19.92% |
| 45 | 51 | 205 | 19.92% |
| 46 | 51 | 205 | 19.92% |
| 47 | 51 | 205 | 19.92% |
| 48 | 51 | 205 | 19.92% |
| 49 | 51 | 205 | 19.92% |
| 50 | 51 | 205 | 19.92% |
| 51 | 51 | 205 | 19.92% |
| 52 | 51 | 205 | 19.92% |
| 53 | 51 | 205 | 19.92% |
| 54 | 51 | 205 | 19.92% |
| 55 | 51 | 205 | 19.92% |
| 56 | 51 | 205 | 19.92% |
| 57 | 51 | 205 | 19.92% |
| 58 | 51 | 205 | 19.92% |
| 59 | 51 | 205 | 19.92% |
| 60 | 51 | 205 | 19.92% |
| 61 | 51 | 205 | 19.92% |