Find this model in the Dolly model summary
Model source: https://huggingface.co/databricks/dolly-v2-7b
| layer_type | N | M | Q | alpha | D | alpha-hat | log_SN | rank_loss | |
|---|---|---|---|---|---|---|---|---|---|
| layer_id | |||||||||
| 4 | DENSE | 12288 | 4096 | 3.00 | 3.72 | 0.03 | 9.07 | 2.44 | 0 |
| 5 | DENSE | 4096 | 4096 | 1.00 | 3.31 | 0.02 | 6.28 | 1.90 | 5 |
| 6 | DENSE | 16384 | 4096 | 4.00 | 8.63 | 0.07 | 20.24 | 2.34 | 0 |
| 7 | DENSE | 16384 | 4096 | 4.00 | 9.37 | 0.05 | 17.34 | 1.85 | 0 |
| 10 | DENSE | 12288 | 4096 | 3.00 | 3.69 | 0.01 | 7.61 | 2.06 | 0 |
| 11 | DENSE | 4096 | 4096 | 1.00 | 4.00 | 0.02 | 5.29 | 1.32 | 5 |
| 12 | DENSE | 16384 | 4096 | 4.00 | 2.93 | 0.01 | 7.99 | 2.73 | 0 |
| 13 | DENSE | 16384 | 4096 | 4.00 | 6.80 | 0.07 | 13.79 | 2.03 | 0 |
| 16 | DENSE | 12288 | 4096 | 3.00 | 3.50 | 0.02 | 7.16 | 2.04 | 0 |
| 17 | DENSE | 4096 | 4096 | 1.00 | 3.87 | 0.02 | 5.72 | 1.48 | 4 |
| 18 | DENSE | 16384 | 4096 | 4.00 | 2.85 | 0.02 | 7.16 | 2.51 | 0 |
| 19 | DENSE | 16384 | 4096 | 4.00 | 3.96 | 0.02 | 7.46 | 1.88 | 0 |
| 22 | DENSE | 12288 | 4096 | 3.00 | 3.27 | 0.02 | 6.52 | 1.99 | 0 |
| 23 | DENSE | 4096 | 4096 | 1.00 | 4.02 | 0.02 | 5.61 | 1.39 | 4 |
| 24 | DENSE | 16384 | 4096 | 4.00 | 3.02 | 0.01 | 7.77 | 2.57 | 0 |
| 25 | DENSE | 16384 | 4096 | 4.00 | 3.56 | 0.01 | 7.57 | 2.12 | 0 |
| 28 | DENSE | 12288 | 4096 | 3.00 | 4.64 | 0.04 | 9.47 | 2.04 | 0 |
| 29 | DENSE | 4096 | 4096 | 1.00 | 5.41 | 0.05 | 7.43 | 1.37 | 5 |
| 30 | DENSE | 16384 | 4096 | 4.00 | 3.11 | 0.01 | 7.90 | 2.54 | 0 |
| 31 | DENSE | 16384 | 4096 | 4.00 | 3.32 | 0.01 | 7.29 | 2.20 | 0 |
| 34 | DENSE | 12288 | 4096 | 3.00 | 4.01 | 0.03 | 8.44 | 2.10 | 0 |
| 35 | DENSE | 4096 | 4096 | 1.00 | 4.56 | 0.04 | 6.40 | 1.40 | 4 |
| 36 | DENSE | 16384 | 4096 | 4.00 | 3.06 | 0.01 | 7.66 | 2.50 | 0 |
| 37 | DENSE | 16384 | 4096 | 4.00 | 3.24 | 0.01 | 7.10 | 2.19 | 0 |
| 40 | DENSE | 12288 | 4096 | 3.00 | 4.48 | 0.03 | 9.65 | 2.16 | 0 |
| 41 | DENSE | 4096 | 4096 | 1.00 | 4.95 | 0.04 | 6.71 | 1.36 | 4 |
| 42 | DENSE | 16384 | 4096 | 4.00 | 3.04 | 0.01 | 7.66 | 2.52 | 0 |
| 43 | DENSE | 16384 | 4096 | 4.00 | 3.22 | 0.01 | 6.83 | 2.12 | 0 |
| 46 | DENSE | 12288 | 4096 | 3.00 | 4.80 | 0.05 | 10.22 | 2.13 | 0 |
| 47 | DENSE | 4096 | 4096 | 1.00 | 5.86 | 0.05 | 8.00 | 1.36 | 3 |
| 48 | DENSE | 16384 | 4096 | 4.00 | 3.10 | 0.01 | 7.74 | 2.50 | 0 |
| 49 | DENSE | 16384 | 4096 | 4.00 | 3.15 | 0.01 | 5.85 | 1.86 | 0 |
| 52 | DENSE | 12288 | 4096 | 3.00 | 4.76 | 0.03 | 9.95 | 2.09 | 0 |
| 53 | DENSE | 4096 | 4096 | 1.00 | 3.30 | 0.07 | 3.94 | 1.19 | 4 |
| 54 | DENSE | 16384 | 4096 | 4.00 | 3.07 | 0.01 | 7.66 | 2.49 | 0 |
| 55 | DENSE | 16384 | 4096 | 4.00 | 3.18 | 0.02 | 5.66 | 1.78 | 0 |
| 58 | DENSE | 12288 | 4096 | 3.00 | 3.38 | 0.02 | 7.22 | 2.14 | 0 |
| 59 | DENSE | 4096 | 4096 | 1.00 | 4.93 | 0.06 | 6.09 | 1.24 | 4 |
| 60 | DENSE | 16384 | 4096 | 4.00 | 3.02 | 0.01 | 7.50 | 2.49 | 0 |
| 61 | DENSE | 16384 | 4096 | 4.00 | 3.04 | 0.01 | 5.45 | 1.79 | 0 |
| 64 | DENSE | 12288 | 4096 | 3.00 | 3.59 | 0.01 | 8.09 | 2.25 | 0 |
| 65 | DENSE | 4096 | 4096 | 1.00 | 4.27 | 0.06 | 5.14 | 1.20 | 2 |
| 66 | DENSE | 16384 | 4096 | 4.00 | 3.07 | 0.03 | 7.61 | 2.48 | 0 |
| 67 | DENSE | 16384 | 4096 | 4.00 | 3.26 | 0.01 | 5.72 | 1.76 | 0 |
| 70 | DENSE | 12288 | 4096 | 3.00 | 3.40 | 0.01 | 8.23 | 2.42 | 0 |
| 71 | DENSE | 4096 | 4096 | 1.00 | 4.08 | 0.05 | 4.65 | 1.14 | 3 |
| 72 | DENSE | 16384 | 4096 | 4.00 | 3.00 | 0.02 | 7.49 | 2.50 | 0 |
| 73 | DENSE | 16384 | 4096 | 4.00 | 3.10 | 0.01 | 5.49 | 1.77 | 0 |
| 76 | DENSE | 12288 | 4096 | 3.00 | 3.20 | 0.02 | 7.61 | 2.38 | 0 |
| 77 | DENSE | 4096 | 4096 | 1.00 | 3.81 | 0.06 | 4.47 | 1.17 | 4 |
| 78 | DENSE | 16384 | 4096 | 4.00 | 3.03 | 0.02 | 7.49 | 2.48 | 0 |
| 79 | DENSE | 16384 | 4096 | 4.00 | 3.29 | 0.01 | 5.75 | 1.75 | 0 |
| 82 | DENSE | 12288 | 4096 | 3.00 | 3.06 | 0.01 | 7.53 | 2.46 | 0 |
| 83 | DENSE | 4096 | 4096 | 1.00 | 3.70 | 0.06 | 4.07 | 1.10 | 3 |
| 84 | DENSE | 16384 | 4096 | 4.00 | 3.05 | 0.03 | 7.48 | 2.45 | 0 |
| 85 | DENSE | 16384 | 4096 | 4.00 | 3.47 | 0.01 | 6.37 | 1.84 | 0 |
| 88 | DENSE | 12288 | 4096 | 3.00 | 3.08 | 0.02 | 7.86 | 2.55 | 0 |
| 89 | DENSE | 4096 | 4096 | 1.00 | 11.11 | 0.07 | 11.28 | 1.02 | 3 |
| 90 | DENSE | 16384 | 4096 | 4.00 | 2.90 | 0.03 | 7.08 | 2.44 | 0 |
| 91 | DENSE | 16384 | 4096 | 4.00 | 3.24 | 0.01 | 5.71 | 1.76 | 0 |
| 94 | DENSE | 12288 | 4096 | 3.00 | 3.09 | 0.01 | 7.93 | 2.57 | 0 |
| 95 | DENSE | 4096 | 4096 | 1.00 | 9.02 | 0.05 | 10.36 | 1.15 | 3 |
| 96 | DENSE | 16384 | 4096 | 4.00 | 2.98 | 0.03 | 7.36 | 2.47 | 0 |
| 97 | DENSE | 16384 | 4096 | 4.00 | 3.24 | 0.01 | 5.75 | 1.77 | 0 |
| 100 | DENSE | 12288 | 4096 | 3.00 | 2.95 | 0.02 | 8.14 | 2.76 | 0 |
| 101 | DENSE | 4096 | 4096 | 1.00 | 4.25 | 0.05 | 4.64 | 1.09 | 4 |
| 102 | DENSE | 16384 | 4096 | 4.00 | 2.92 | 0.03 | 7.13 | 2.44 | 0 |
| 103 | DENSE | 16384 | 4096 | 4.00 | 3.34 | 0.01 | 5.86 | 1.75 | 0 |
| 106 | DENSE | 12288 | 4096 | 3.00 | 2.70 | 0.01 | 7.81 | 2.90 | 0 |
| 107 | DENSE | 4096 | 4096 | 1.00 | 8.32 | 0.04 | 9.32 | 1.12 | 4 |
| 108 | DENSE | 16384 | 4096 | 4.00 | 3.00 | 0.03 | 7.42 | 2.48 | 0 |
| 109 | DENSE | 16384 | 4096 | 4.00 | 3.35 | 0.01 | 6.02 | 1.79 | 0 |
| 112 | DENSE | 12288 | 4096 | 3.00 | 2.72 | 0.03 | 8.01 | 2.94 | 0 |
| 113 | DENSE | 4096 | 4096 | 1.00 | 9.19 | 0.02 | 10.34 | 1.13 | 3 |
| 114 | DENSE | 16384 | 4096 | 4.00 | 3.01 | 0.03 | 7.49 | 2.49 | 0 |
| 115 | DENSE | 16384 | 4096 | 4.00 | 3.83 | 0.01 | 6.72 | 1.76 | 0 |
| 118 | DENSE | 12288 | 4096 | 3.00 | 2.63 | 0.02 | 7.90 | 3.00 | 0 |
| 119 | DENSE | 4096 | 4096 | 1.00 | 6.27 | 0.04 | 7.50 | 1.20 | 3 |
| 120 | DENSE | 16384 | 4096 | 4.00 | 3.05 | 0.03 | 7.55 | 2.47 | 0 |
| 121 | DENSE | 16384 | 4096 | 4.00 | 3.66 | 0.01 | 6.71 | 1.83 | 0 |
| 124 | DENSE | 12288 | 4096 | 3.00 | 2.58 | 0.03 | 7.85 | 3.05 | 0 |
| 125 | DENSE | 4096 | 4096 | 1.00 | 7.56 | 0.04 | 9.43 | 1.25 | 4 |
| 126 | DENSE | 16384 | 4096 | 4.00 | 3.02 | 0.03 | 7.41 | 2.45 | 0 |
| 127 | DENSE | 16384 | 4096 | 4.00 | 4.33 | 0.02 | 7.37 | 1.70 | 0 |
| 130 | DENSE | 12288 | 4096 | 3.00 | 2.08 | 0.03 | 6.43 | 3.09 | 0 |
| 131 | DENSE | 4096 | 4096 | 1.00 | 10.24 | 0.04 | 10.39 | 1.01 | 4 |
| 132 | DENSE | 16384 | 4096 | 4.00 | 3.06 | 0.03 | 7.56 | 2.47 | 0 |
| 133 | DENSE | 16384 | 4096 | 4.00 | 4.69 | 0.01 | 8.24 | 1.76 | 0 |
| 136 | DENSE | 12288 | 4096 | 3.00 | 2.15 | 0.02 | 6.78 | 3.16 | 0 |
| 137 | DENSE | 4096 | 4096 | 1.00 | 7.69 | 0.03 | 7.33 | 0.95 | 3 |
| 138 | DENSE | 16384 | 4096 | 4.00 | 3.37 | 0.03 | 8.34 | 2.47 | 0 |
| 139 | DENSE | 16384 | 4096 | 4.00 | 5.55 | 0.01 | 9.33 | 1.68 | 0 |
| 142 | DENSE | 12288 | 4096 | 3.00 | 2.40 | 0.03 | 7.54 | 3.15 | 0 |
| 143 | DENSE | 4096 | 4096 | 1.00 | 18.04 | 0.06 | 13.44 | 0.75 | 3 |
| 144 | DENSE | 16384 | 4096 | 4.00 | 3.20 | 0.04 | 7.90 | 2.47 | 0 |
| 145 | DENSE | 16384 | 4096 | 4.00 | 5.93 | 0.01 | 10.08 | 1.70 | 0 |
| 148 | DENSE | 12288 | 4096 | 3.00 | 2.05 | 0.03 | 6.45 | 3.14 | 0 |
| 149 | DENSE | 4096 | 4096 | 1.00 | 13.72 | 0.03 | 11.21 | 0.82 | 3 |
| 150 | DENSE | 16384 | 4096 | 4.00 | 3.23 | 0.04 | 7.94 | 2.46 | 0 |
| 151 | DENSE | 16384 | 4096 | 4.00 | 6.44 | 0.02 | 10.66 | 1.65 | 0 |
| 154 | DENSE | 12288 | 4096 | 3.00 | 2.44 | 0.03 | 7.69 | 3.16 | 0 |
| 155 | DENSE | 4096 | 4096 | 1.00 | 16.76 | 0.06 | 12.91 | 0.77 | 3 |
| 156 | DENSE | 16384 | 4096 | 4.00 | 3.45 | 0.04 | 8.47 | 2.45 | 0 |
| 157 | DENSE | 16384 | 4096 | 4.00 | 6.27 | 0.01 | 10.16 | 1.62 | 0 |
| 160 | DENSE | 12288 | 4096 | 3.00 | 2.02 | 0.04 | 6.31 | 3.12 | 0 |
| 161 | DENSE | 4096 | 4096 | 1.00 | 8.26 | 0.04 | 6.76 | 0.82 | 4 |
| 162 | DENSE | 16384 | 4096 | 4.00 | 3.40 | 0.04 | 8.26 | 2.43 | 0 |
| 163 | DENSE | 16384 | 4096 | 4.00 | 6.73 | 0.02 | 10.60 | 1.58 | 0 |
| 166 | DENSE | 12288 | 4096 | 3.00 | 2.64 | 0.04 | 8.21 | 3.11 | 0 |
| 167 | DENSE | 4096 | 4096 | 1.00 | 10.94 | 0.05 | 10.43 | 0.95 | 3 |
| 168 | DENSE | 16384 | 4096 | 4.00 | 5.09 | 0.04 | 12.36 | 2.43 | 0 |
| 169 | DENSE | 16384 | 4096 | 4.00 | 6.39 | 0.02 | 10.13 | 1.59 | 0 |
| 172 | DENSE | 12288 | 4096 | 3.00 | 2.54 | 0.04 | 7.87 | 3.10 | 0 |
| 173 | DENSE | 4096 | 4096 | 1.00 | 7.47 | 0.04 | 6.91 | 0.93 | 4 |
| 174 | DENSE | 16384 | 4096 | 4.00 | 4.62 | 0.03 | 11.21 | 2.42 | 0 |
| 175 | DENSE | 16384 | 4096 | 4.00 | 5.69 | 0.01 | 10.08 | 1.77 | 0 |
| 178 | DENSE | 12288 | 4096 | 3.00 | 2.04 | 0.04 | 6.29 | 3.08 | 0 |
| 179 | DENSE | 4096 | 4096 | 1.00 | 7.66 | 0.03 | 8.06 | 1.05 | 3 |
| 180 | DENSE | 16384 | 4096 | 4.00 | 4.96 | 0.03 | 12.06 | 2.43 | 0 |
| 181 | DENSE | 16384 | 4096 | 4.00 | 5.51 | 0.01 | 9.63 | 1.75 | 0 |
| 184 | DENSE | 12288 | 4096 | 3.00 | 2.72 | 0.05 | 8.46 | 3.11 | 0 |
| 185 | DENSE | 4096 | 4096 | 1.00 | 9.04 | 0.05 | 9.64 | 1.07 | 3 |
| 186 | DENSE | 16384 | 4096 | 4.00 | 4.85 | 0.02 | 11.85 | 2.44 | 0 |
| 187 | DENSE | 16384 | 4096 | 4.00 | 4.80 | 0.01 | 9.03 | 1.88 | 0 |
| 190 | DENSE | 12288 | 4096 | 3.00 | 2.58 | 0.05 | 8.13 | 3.15 | 0 |
| 191 | DENSE | 4096 | 4096 | 1.00 | 4.78 | 0.06 | 7.74 | 1.62 | 3 |
| 192 | DENSE | 16384 | 4096 | 4.00 | 3.05 | 0.03 | 7.75 | 2.54 | 0 |
| 193 | DENSE | 16384 | 4096 | 4.00 | 3.67 | 0.03 | 10.24 | 2.79 | 0 |