Find this model in the GLM model summary
Model source: https://huggingface.co/THUDM/glm-2b
| layer_type | N | M | Q | alpha | D | alpha-hat | log_SN | rank_loss | |
|---|---|---|---|---|---|---|---|---|---|
| layer_id | |||||||||
| 2 | DENSE | 2048 | 1025 | 2.00 | 2.42 | 0.10 | 2.22 | 0.92 | 0 | 
| 3 | DENSE | 2048 | 1025 | 2.00 | 2.09 | 0.10 | 2.80 | 1.34 | 0 | 
| 5 | DENSE | 6144 | 2048 | 3.00 | 2.52 | 0.02 | 4.80 | 1.90 | 0 | 
| 6 | DENSE | 2048 | 2048 | 1.00 | 4.43 | 0.03 | 0.87 | 0.20 | 9 | 
| 8 | DENSE | 8192 | 2048 | 4.00 | 4.39 | 0.04 | 8.32 | 1.90 | 0 | 
| 9 | DENSE | 8192 | 2048 | 4.00 | 5.82 | 0.03 | 6.30 | 1.08 | 0 | 
| 11 | DENSE | 6144 | 2048 | 3.00 | 2.72 | 0.03 | 4.24 | 1.56 | 0 | 
| 12 | DENSE | 2048 | 2048 | 1.00 | 2.28 | 0.02 | 2.55 | 1.12 | 4 | 
| 14 | DENSE | 8192 | 2048 | 4.00 | 3.07 | 0.02 | 7.07 | 2.31 | 0 | 
| 15 | DENSE | 8192 | 2048 | 4.00 | 4.11 | 0.03 | 6.98 | 1.70 | 0 | 
| 17 | DENSE | 6144 | 2048 | 3.00 | 2.39 | 0.02 | 3.81 | 1.59 | 0 | 
| 18 | DENSE | 2048 | 2048 | 1.00 | 2.57 | 0.05 | 3.02 | 1.18 | 4 | 
| 20 | DENSE | 8192 | 2048 | 4.00 | 2.75 | 0.01 | 6.25 | 2.28 | 0 | 
| 21 | DENSE | 8192 | 2048 | 4.00 | 3.86 | 0.03 | 8.13 | 2.10 | 0 | 
| 23 | DENSE | 6144 | 2048 | 3.00 | 2.50 | 0.02 | 4.24 | 1.70 | 0 | 
| 24 | DENSE | 2048 | 2048 | 1.00 | 2.90 | 0.05 | 3.97 | 1.37 | 4 | 
| 26 | DENSE | 8192 | 2048 | 4.00 | 2.81 | 0.02 | 6.42 | 2.29 | 0 | 
| 27 | DENSE | 8192 | 2048 | 4.00 | 3.68 | 0.04 | 7.77 | 2.11 | 0 | 
| 29 | DENSE | 6144 | 2048 | 3.00 | 2.54 | 0.02 | 4.18 | 1.65 | 0 | 
| 30 | DENSE | 2048 | 2048 | 1.00 | 3.74 | 0.05 | 3.93 | 1.05 | 4 | 
| 32 | DENSE | 8192 | 2048 | 4.00 | 2.95 | 0.02 | 6.69 | 2.27 | 0 | 
| 33 | DENSE | 8192 | 2048 | 4.00 | 3.68 | 0.03 | 7.72 | 2.10 | 0 | 
| 35 | DENSE | 6144 | 2048 | 3.00 | 2.48 | 0.02 | 4.11 | 1.66 | 0 | 
| 36 | DENSE | 2048 | 2048 | 1.00 | 6.29 | 0.06 | 4.62 | 0.73 | 3 | 
| 38 | DENSE | 8192 | 2048 | 4.00 | 2.89 | 0.01 | 6.20 | 2.15 | 0 | 
| 39 | DENSE | 8192 | 2048 | 4.00 | 3.88 | 0.03 | 6.31 | 1.63 | 0 | 
| 41 | DENSE | 6144 | 2048 | 3.00 | 2.56 | 0.02 | 4.04 | 1.58 | 0 | 
| 42 | DENSE | 2048 | 2048 | 1.00 | 3.69 | 0.05 | 2.83 | 0.77 | 4 | 
| 44 | DENSE | 8192 | 2048 | 4.00 | 2.90 | 0.01 | 6.02 | 2.08 | 0 | 
| 45 | DENSE | 8192 | 2048 | 4.00 | 3.22 | 0.04 | 4.22 | 1.31 | 0 | 
| 47 | DENSE | 6144 | 2048 | 3.00 | 2.78 | 0.02 | 4.41 | 1.59 | 0 | 
| 48 | DENSE | 2048 | 2048 | 1.00 | 4.99 | 0.05 | 3.67 | 0.73 | 3 | 
| 50 | DENSE | 8192 | 2048 | 4.00 | 2.95 | 0.02 | 6.01 | 2.04 | 0 | 
| 51 | DENSE | 8192 | 2048 | 4.00 | 3.20 | 0.03 | 4.08 | 1.27 | 0 | 
| 53 | DENSE | 6144 | 2048 | 3.00 | 3.06 | 0.03 | 4.58 | 1.50 | 0 | 
| 54 | DENSE | 2048 | 2048 | 1.00 | 3.62 | 0.04 | 2.51 | 0.69 | 3 | 
| 56 | DENSE | 8192 | 2048 | 4.00 | 3.14 | 0.02 | 6.43 | 2.04 | 0 | 
| 57 | DENSE | 8192 | 2048 | 4.00 | 4.79 | 0.04 | 6.57 | 1.37 | 0 | 
| 59 | DENSE | 6144 | 2048 | 3.00 | 2.93 | 0.03 | 4.55 | 1.55 | 0 | 
| 60 | DENSE | 2048 | 2048 | 1.00 | 3.90 | 0.05 | 2.63 | 0.67 | 3 | 
| 62 | DENSE | 8192 | 2048 | 4.00 | 3.16 | 0.02 | 6.42 | 2.03 | 0 | 
| 63 | DENSE | 8192 | 2048 | 4.00 | 3.32 | 0.05 | 4.19 | 1.26 | 0 | 
| 65 | DENSE | 6144 | 2048 | 3.00 | 2.83 | 0.04 | 4.27 | 1.51 | 0 | 
| 66 | DENSE | 2048 | 2048 | 1.00 | 4.80 | 0.06 | 3.26 | 0.68 | 3 | 
| 68 | DENSE | 8192 | 2048 | 4.00 | 3.09 | 0.03 | 6.22 | 2.01 | 0 | 
| 69 | DENSE | 8192 | 2048 | 4.00 | 3.55 | 0.04 | 4.52 | 1.27 | 0 | 
| 71 | DENSE | 6144 | 2048 | 3.00 | 2.81 | 0.03 | 4.13 | 1.47 | 0 | 
| 72 | DENSE | 2048 | 2048 | 1.00 | 3.57 | 0.06 | 2.62 | 0.73 | 4 | 
| 74 | DENSE | 8192 | 2048 | 4.00 | 2.98 | 0.02 | 5.95 | 2.00 | 0 | 
| 75 | DENSE | 8192 | 2048 | 4.00 | 3.33 | 0.05 | 4.08 | 1.22 | 0 | 
| 77 | DENSE | 6144 | 2048 | 3.00 | 2.89 | 0.04 | 4.28 | 1.48 | 0 | 
| 78 | DENSE | 2048 | 2048 | 1.00 | 7.06 | 0.06 | 5.14 | 0.73 | 3 | 
| 80 | DENSE | 8192 | 2048 | 4.00 | 3.01 | 0.03 | 6.01 | 2.00 | 0 | 
| 81 | DENSE | 8192 | 2048 | 4.00 | 3.15 | 0.05 | 3.78 | 1.20 | 0 | 
| 83 | DENSE | 6144 | 2048 | 3.00 | 2.92 | 0.03 | 4.60 | 1.58 | 0 | 
| 84 | DENSE | 2048 | 2048 | 1.00 | 4.41 | 0.06 | 2.99 | 0.68 | 3 | 
| 86 | DENSE | 8192 | 2048 | 4.00 | 3.56 | 0.04 | 7.01 | 1.97 | 0 | 
| 87 | DENSE | 8192 | 2048 | 4.00 | 3.36 | 0.05 | 4.05 | 1.21 | 0 | 
| 89 | DENSE | 6144 | 2048 | 3.00 | 2.88 | 0.03 | 4.53 | 1.57 | 0 | 
| 90 | DENSE | 2048 | 2048 | 1.00 | 3.94 | 0.06 | 2.92 | 0.74 | 4 | 
| 92 | DENSE | 8192 | 2048 | 4.00 | 3.23 | 0.04 | 6.26 | 1.94 | 0 | 
| 93 | DENSE | 8192 | 2048 | 4.00 | 3.11 | 0.05 | 3.85 | 1.24 | 0 | 
| 95 | DENSE | 6144 | 2048 | 3.00 | 2.81 | 0.02 | 5.48 | 1.95 | 0 | 
| 96 | DENSE | 2048 | 2048 | 1.00 | 3.23 | 0.05 | 2.45 | 0.76 | 4 | 
| 98 | DENSE | 8192 | 2048 | 4.00 | 3.01 | 0.04 | 5.83 | 1.94 | 0 | 
| 99 | DENSE | 8192 | 2048 | 4.00 | 3.19 | 0.04 | 3.92 | 1.23 | 0 | 
| 101 | DENSE | 6144 | 2048 | 3.00 | 2.76 | 0.03 | 4.26 | 1.55 | 0 | 
| 102 | DENSE | 2048 | 2048 | 1.00 | 3.13 | 0.07 | 2.29 | 0.73 | 3 | 
| 104 | DENSE | 8192 | 2048 | 4.00 | 3.66 | 0.04 | 7.06 | 1.93 | 0 | 
| 105 | DENSE | 8192 | 2048 | 4.00 | 3.40 | 0.05 | 4.22 | 1.24 | 0 | 
| 107 | DENSE | 6144 | 2048 | 3.00 | 2.66 | 0.04 | 4.10 | 1.54 | 0 | 
| 108 | DENSE | 2048 | 2048 | 1.00 | 2.80 | 0.06 | 2.30 | 0.82 | 3 | 
| 110 | DENSE | 8192 | 2048 | 4.00 | 3.84 | 0.03 | 7.37 | 1.92 | 0 | 
| 111 | DENSE | 8192 | 2048 | 4.00 | 3.55 | 0.04 | 4.46 | 1.26 | 0 | 
| 113 | DENSE | 6144 | 2048 | 3.00 | 3.03 | 0.03 | 4.74 | 1.57 | 0 | 
| 114 | DENSE | 2048 | 2048 | 1.00 | 3.43 | 0.06 | 2.55 | 0.74 | 4 | 
| 116 | DENSE | 8192 | 2048 | 4.00 | 3.15 | 0.03 | 6.10 | 1.94 | 0 | 
| 117 | DENSE | 8192 | 2048 | 4.00 | 4.12 | 0.04 | 5.06 | 1.23 | 0 | 
| 119 | DENSE | 6144 | 2048 | 3.00 | 3.10 | 0.02 | 4.95 | 1.59 | 0 | 
| 120 | DENSE | 2048 | 2048 | 1.00 | 3.57 | 0.05 | 2.45 | 0.69 | 3 | 
| 122 | DENSE | 8192 | 2048 | 4.00 | 4.05 | 0.03 | 7.83 | 1.93 | 0 | 
| 123 | DENSE | 8192 | 2048 | 4.00 | 3.98 | 0.05 | 4.56 | 1.15 | 0 | 
| 125 | DENSE | 6144 | 2048 | 3.00 | 3.03 | 0.03 | 4.69 | 1.55 | 0 | 
| 126 | DENSE | 2048 | 2048 | 1.00 | 3.60 | 0.09 | 2.50 | 0.69 | 4 | 
| 128 | DENSE | 8192 | 2048 | 4.00 | 3.89 | 0.03 | 7.55 | 1.94 | 0 | 
| 129 | DENSE | 8192 | 2048 | 4.00 | 3.54 | 0.04 | 4.13 | 1.17 | 0 | 
| 131 | DENSE | 6144 | 2048 | 3.00 | 3.17 | 0.02 | 4.76 | 1.50 | 0 | 
| 132 | DENSE | 2048 | 2048 | 1.00 | 10.66 | 0.07 | 6.63 | 0.62 | 3 | 
| 134 | DENSE | 8192 | 2048 | 4.00 | 3.95 | 0.02 | 7.68 | 1.94 | 0 | 
| 135 | DENSE | 8192 | 2048 | 4.00 | 3.76 | 0.04 | 4.46 | 1.19 | 0 | 
| 137 | DENSE | 6144 | 2048 | 3.00 | 3.34 | 0.02 | 5.25 | 1.57 | 0 | 
| 138 | DENSE | 2048 | 2048 | 1.00 | 8.98 | 0.05 | 6.51 | 0.72 | 3 | 
| 140 | DENSE | 8192 | 2048 | 4.00 | 4.03 | 0.02 | 7.87 | 1.95 | 0 | 
| 141 | DENSE | 8192 | 2048 | 4.00 | 3.94 | 0.04 | 4.88 | 1.24 | 0 | 
| 143 | DENSE | 6144 | 2048 | 3.00 | 3.39 | 0.02 | 5.91 | 1.74 | 0 | 
| 144 | DENSE | 2048 | 2048 | 1.00 | 8.73 | 0.05 | 6.66 | 0.76 | 2 | 
| 146 | DENSE | 8192 | 2048 | 4.00 | 4.05 | 0.02 | 7.92 | 1.95 | 0 | 
| 147 | DENSE | 8192 | 2048 | 4.00 | 4.62 | 0.04 | 5.96 | 1.29 | 0 | 
| 149 | DENSE | 6144 | 2048 | 3.00 | 3.57 | 0.02 | 5.88 | 1.65 | 0 | 
| 150 | DENSE | 2048 | 2048 | 1.00 | 7.15 | 0.02 | 5.41 | 0.76 | 3 | 
| 152 | DENSE | 8192 | 2048 | 4.00 | 4.14 | 0.02 | 8.13 | 1.96 | 0 | 
| 153 | DENSE | 8192 | 2048 | 4.00 | 4.51 | 0.03 | 5.58 | 1.24 | 0 | 
| 155 | DENSE | 6144 | 2048 | 3.00 | 3.67 | 0.02 | 6.10 | 1.66 | 0 | 
| 156 | DENSE | 2048 | 2048 | 1.00 | 7.48 | 0.07 | 6.84 | 0.92 | 3 | 
| 158 | DENSE | 8192 | 2048 | 4.00 | 4.13 | 0.02 | 8.10 | 1.96 | 0 | 
| 159 | DENSE | 8192 | 2048 | 4.00 | 5.22 | 0.01 | 6.50 | 1.25 | 0 | 
| 161 | DENSE | 6144 | 2048 | 3.00 | 4.00 | 0.01 | 6.22 | 1.56 | 0 | 
| 162 | DENSE | 2048 | 2048 | 1.00 | 7.30 | 0.06 | 7.03 | 0.96 | 3 | 
| 164 | DENSE | 8192 | 2048 | 4.00 | 4.18 | 0.02 | 8.24 | 1.97 | 0 | 
| 165 | DENSE | 8192 | 2048 | 4.00 | 5.03 | 0.01 | 6.46 | 1.28 | 0 | 
| 167 | DENSE | 6144 | 2048 | 3.00 | 3.67 | 0.02 | 6.75 | 1.84 | 0 | 
| 168 | DENSE | 2048 | 2048 | 1.00 | 7.69 | 0.06 | 7.64 | 0.99 | 2 | 
| 170 | DENSE | 8192 | 2048 | 4.00 | 4.11 | 0.02 | 8.11 | 1.97 | 0 | 
| 171 | DENSE | 8192 | 2048 | 4.00 | 4.99 | 0.01 | 6.58 | 1.32 | 0 | 
| 173 | DENSE | 6144 | 2048 | 3.00 | 3.55 | 0.02 | 6.01 | 1.69 | 0 | 
| 174 | DENSE | 2048 | 2048 | 1.00 | 7.70 | 0.08 | 7.44 | 0.97 | 2 | 
| 176 | DENSE | 8192 | 2048 | 4.00 | 4.24 | 0.02 | 8.38 | 1.98 | 0 | 
| 177 | DENSE | 8192 | 2048 | 4.00 | 5.04 | 0.01 | 6.63 | 1.32 | 0 | 
| 179 | DENSE | 6144 | 2048 | 3.00 | 3.68 | 0.02 | 6.29 | 1.71 | 0 | 
| 180 | DENSE | 2048 | 2048 | 1.00 | 6.99 | 0.06 | 7.02 | 1.00 | 2 | 
| 182 | DENSE | 8192 | 2048 | 4.00 | 4.24 | 0.03 | 8.41 | 1.98 | 0 | 
| 183 | DENSE | 8192 | 2048 | 4.00 | 4.98 | 0.02 | 6.51 | 1.31 | 0 | 
| 185 | DENSE | 6144 | 2048 | 3.00 | 3.30 | 0.01 | 5.29 | 1.60 | 0 | 
| 186 | DENSE | 2048 | 2048 | 1.00 | 7.04 | 0.07 | 6.87 | 0.98 | 2 | 
| 188 | DENSE | 8192 | 2048 | 4.00 | 4.41 | 0.04 | 8.78 | 1.99 | 0 | 
| 189 | DENSE | 8192 | 2048 | 4.00 | 5.18 | 0.02 | 6.58 | 1.27 | 0 | 
| 191 | DENSE | 6144 | 2048 | 3.00 | 3.26 | 0.01 | 5.26 | 1.61 | 0 | 
| 192 | DENSE | 2048 | 2048 | 1.00 | 7.29 | 0.08 | 7.09 | 0.97 | 2 | 
| 194 | DENSE | 8192 | 2048 | 4.00 | 4.54 | 0.04 | 9.08 | 2.00 | 0 | 
| 195 | DENSE | 8192 | 2048 | 4.00 | 5.33 | 0.02 | 6.97 | 1.31 | 0 | 
| 197 | DENSE | 6144 | 2048 | 3.00 | 3.25 | 0.01 | 5.24 | 1.61 | 0 | 
| 198 | DENSE | 2048 | 2048 | 1.00 | 6.27 | 0.08 | 6.81 | 1.09 | 2 | 
| 200 | DENSE | 8192 | 2048 | 4.00 | 5.07 | 0.05 | 10.20 | 2.01 | 0 | 
| 201 | DENSE | 8192 | 2048 | 4.00 | 5.10 | 0.02 | 6.81 | 1.33 | 0 | 
| 203 | DENSE | 6144 | 2048 | 3.00 | 3.42 | 0.04 | 5.61 | 1.64 | 0 | 
| 204 | DENSE | 2048 | 2048 | 1.00 | 5.42 | 0.08 | 7.06 | 1.30 | 2 | 
| 206 | DENSE | 8192 | 2048 | 4.00 | 5.09 | 0.06 | 10.27 | 2.02 | 0 | 
| 207 | DENSE | 8192 | 2048 | 4.00 | 5.00 | 0.02 | 7.47 | 1.49 | 0 | 
| 209 | DENSE | 6144 | 2048 | 3.00 | 3.34 | 0.04 | 5.49 | 1.64 | 0 | 
| 210 | DENSE | 2048 | 2048 | 1.00 | 5.21 | 0.08 | 6.98 | 1.34 | 1 | 
| 212 | DENSE | 8192 | 2048 | 4.00 | 4.75 | 0.05 | 9.81 | 2.07 | 0 | 
| 213 | DENSE | 8192 | 2048 | 4.00 | 4.49 | 0.01 | 7.68 | 1.71 | 0 | 
| 215 | DENSE | 6144 | 2048 | 3.00 | 2.91 | 0.03 | 5.14 | 1.77 | 0 | 
| 216 | DENSE | 2048 | 2048 | 1.00 | 4.86 | 0.07 | 6.65 | 1.37 | 3 | 
| 218 | DENSE | 8192 | 2048 | 4.00 | 4.41 | 0.05 | 10.03 | 2.27 | 0 | 
| 219 | DENSE | 8192 | 2048 | 4.00 | 4.76 | 0.02 | 7.43 | 1.56 | 0 | 
| 221 | DENSE | 2048 | 2048 | 1.00 | 48.35 | 0.12 | 24.43 | 0.51 | 2 |