Find this model in the GPT4ALL model summary
Model source: https://huggingface.co/nomic-ai/gpt4all-mpt
| layer_type | N | M | Q | alpha | D | alpha-hat | log_SN | rank_loss | |
|---|---|---|---|---|---|---|---|---|---|
| layer_id | |||||||||
| 2 | DENSE | 4096 | 2048 | 2.00 | 13.89 | 0.12 | 10.58 | 0.76 | 0 |
| 4 | DENSE | 12288 | 4096 | 3.00 | 1.63 | 0.01 | 6.42 | 3.94 | 0 |
| 5 | DENSE | 4096 | 4096 | 1.00 | 7.94 | 0.07 | 9.88 | 1.24 | 8 |
| 7 | DENSE | 16384 | 4096 | 4.00 | 1.66 | 0.04 | 6.64 | 3.99 | 0 |
| 8 | DENSE | 16384 | 4096 | 4.00 | 2.35 | 0.06 | 9.11 | 3.88 | 0 |
| 10 | DENSE | 12288 | 4096 | 3.00 | 3.21 | 0.02 | 7.78 | 2.43 | 0 |
| 11 | DENSE | 4096 | 4096 | 1.00 | 4.99 | 0.03 | 4.36 | 0.87 | 7 |
| 13 | DENSE | 16384 | 4096 | 4.00 | 3.01 | 0.03 | 8.80 | 2.92 | 0 |
| 14 | DENSE | 16384 | 4096 | 4.00 | 3.76 | 0.02 | 6.44 | 1.72 | 0 |
| 16 | DENSE | 12288 | 4096 | 3.00 | 2.92 | 0.06 | 7.20 | 2.46 | 0 |
| 17 | DENSE | 4096 | 4096 | 1.00 | 5.12 | 0.04 | 4.66 | 0.91 | 7 |
| 19 | DENSE | 16384 | 4096 | 4.00 | 2.29 | 0.02 | 6.70 | 2.93 | 0 |
| 20 | DENSE | 16384 | 4096 | 4.00 | 3.97 | 0.03 | 7.45 | 1.88 | 0 |
| 22 | DENSE | 12288 | 4096 | 3.00 | 3.84 | 0.03 | 10.45 | 2.72 | 0 |
| 23 | DENSE | 4096 | 4096 | 1.00 | 4.64 | 0.05 | 4.03 | 0.87 | 5 |
| 25 | DENSE | 16384 | 4096 | 4.00 | 2.87 | 0.01 | 7.95 | 2.77 | 0 |
| 26 | DENSE | 16384 | 4096 | 4.00 | 3.76 | 0.01 | 6.39 | 1.70 | 0 |
| 28 | DENSE | 12288 | 4096 | 3.00 | 3.88 | 0.02 | 10.26 | 2.64 | 0 |
| 29 | DENSE | 4096 | 4096 | 1.00 | 3.86 | 0.05 | 4.17 | 1.08 | 6 |
| 31 | DENSE | 16384 | 4096 | 4.00 | 3.33 | 0.01 | 9.30 | 2.79 | 0 |
| 32 | DENSE | 16384 | 4096 | 4.00 | 3.71 | 0.02 | 6.30 | 1.70 | 0 |
| 34 | DENSE | 12288 | 4096 | 3.00 | 3.38 | 0.03 | 8.59 | 2.54 | 0 |
| 35 | DENSE | 4096 | 4096 | 1.00 | 3.64 | 0.06 | 3.05 | 0.84 | 5 |
| 37 | DENSE | 16384 | 4096 | 4.00 | 3.57 | 0.01 | 9.85 | 2.76 | 0 |
| 38 | DENSE | 16384 | 4096 | 4.00 | 3.50 | 0.02 | 5.46 | 1.56 | 0 |
| 40 | DENSE | 12288 | 4096 | 3.00 | 3.32 | 0.03 | 9.41 | 2.83 | 0 |
| 41 | DENSE | 4096 | 4096 | 1.00 | 3.90 | 0.06 | 3.57 | 0.92 | 6 |
| 43 | DENSE | 16384 | 4096 | 4.00 | 3.48 | 0.01 | 9.65 | 2.77 | 0 |
| 44 | DENSE | 16384 | 4096 | 4.00 | 3.64 | 0.02 | 5.58 | 1.53 | 0 |
| 46 | DENSE | 12288 | 4096 | 3.00 | 3.88 | 0.04 | 9.61 | 2.47 | 0 |
| 47 | DENSE | 4096 | 4096 | 1.00 | 4.17 | 0.05 | 3.97 | 0.95 | 6 |
| 49 | DENSE | 16384 | 4096 | 4.00 | 3.75 | 0.01 | 10.26 | 2.73 | 0 |
| 50 | DENSE | 16384 | 4096 | 4.00 | 4.32 | 0.03 | 7.62 | 1.76 | 0 |
| 52 | DENSE | 12288 | 4096 | 3.00 | 2.51 | 0.05 | 6.04 | 2.40 | 0 |
| 53 | DENSE | 4096 | 4096 | 1.00 | 4.06 | 0.06 | 3.48 | 0.86 | 5 |
| 55 | DENSE | 16384 | 4096 | 4.00 | 3.82 | 0.01 | 10.44 | 2.73 | 0 |
| 56 | DENSE | 16384 | 4096 | 4.00 | 3.55 | 0.04 | 5.26 | 1.48 | 0 |
| 58 | DENSE | 12288 | 4096 | 3.00 | 3.22 | 0.04 | 7.74 | 2.41 | 0 |
| 59 | DENSE | 4096 | 4096 | 1.00 | 4.55 | 0.05 | 3.66 | 0.81 | 4 |
| 61 | DENSE | 16384 | 4096 | 4.00 | 3.85 | 0.01 | 10.61 | 2.76 | 0 |
| 62 | DENSE | 16384 | 4096 | 4.00 | 3.17 | 0.02 | 8.62 | 2.72 | 0 |
| 64 | DENSE | 12288 | 4096 | 3.00 | 2.94 | 0.04 | 6.73 | 2.29 | 0 |
| 65 | DENSE | 4096 | 4096 | 1.00 | 3.80 | 0.07 | 3.45 | 0.91 | 4 |
| 67 | DENSE | 16384 | 4096 | 4.00 | 3.77 | 0.01 | 10.23 | 2.71 | 0 |
| 68 | DENSE | 16384 | 4096 | 4.00 | 3.84 | 0.04 | 5.65 | 1.47 | 0 |
| 70 | DENSE | 12288 | 4096 | 3.00 | 3.07 | 0.03 | 7.07 | 2.31 | 0 |
| 71 | DENSE | 4096 | 4096 | 1.00 | 4.28 | 0.07 | 3.36 | 0.79 | 5 |
| 73 | DENSE | 16384 | 4096 | 4.00 | 3.75 | 0.01 | 10.21 | 2.72 | 0 |
| 74 | DENSE | 16384 | 4096 | 4.00 | 3.59 | 0.04 | 5.25 | 1.46 | 0 |
| 76 | DENSE | 12288 | 4096 | 3.00 | 3.03 | 0.04 | 7.03 | 2.32 | 0 |
| 77 | DENSE | 4096 | 4096 | 1.00 | 3.60 | 0.05 | 3.11 | 0.86 | 5 |
| 79 | DENSE | 16384 | 4096 | 4.00 | 3.92 | 0.01 | 10.69 | 2.72 | 0 |
| 80 | DENSE | 16384 | 4096 | 4.00 | 3.44 | 0.04 | 4.91 | 1.43 | 0 |
| 82 | DENSE | 12288 | 4096 | 3.00 | 4.73 | 0.03 | 10.66 | 2.25 | 0 |
| 83 | DENSE | 4096 | 4096 | 1.00 | 5.86 | 0.07 | 5.34 | 0.91 | 5 |
| 85 | DENSE | 16384 | 4096 | 4.00 | 3.87 | 0.01 | 10.47 | 2.71 | 0 |
| 86 | DENSE | 16384 | 4096 | 4.00 | 3.65 | 0.03 | 5.36 | 1.47 | 0 |
| 88 | DENSE | 12288 | 4096 | 3.00 | 3.03 | 0.03 | 6.82 | 2.25 | 0 |
| 89 | DENSE | 4096 | 4096 | 1.00 | 3.32 | 0.05 | 2.95 | 0.89 | 5 |
| 91 | DENSE | 16384 | 4096 | 4.00 | 3.96 | 0.01 | 10.63 | 2.69 | 0 |
| 92 | DENSE | 16384 | 4096 | 4.00 | 3.83 | 0.02 | 5.54 | 1.45 | 0 |
| 94 | DENSE | 12288 | 4096 | 3.00 | 2.91 | 0.03 | 6.64 | 2.28 | 0 |
| 95 | DENSE | 4096 | 4096 | 1.00 | 3.11 | 0.07 | 3.62 | 1.16 | 5 |
| 97 | DENSE | 16384 | 4096 | 4.00 | 3.71 | 0.01 | 9.96 | 2.68 | 0 |
| 98 | DENSE | 16384 | 4096 | 4.00 | 4.09 | 0.03 | 5.65 | 1.38 | 0 |
| 100 | DENSE | 12288 | 4096 | 3.00 | 3.02 | 0.03 | 7.03 | 2.33 | 0 |
| 101 | DENSE | 4096 | 4096 | 1.00 | 4.40 | 0.07 | 3.75 | 0.85 | 4 |
| 103 | DENSE | 16384 | 4096 | 4.00 | 3.88 | 0.01 | 10.41 | 2.68 | 0 |
| 104 | DENSE | 16384 | 4096 | 4.00 | 4.39 | 0.03 | 5.98 | 1.36 | 0 |
| 106 | DENSE | 12288 | 4096 | 3.00 | 3.48 | 0.02 | 8.12 | 2.33 | 0 |
| 107 | DENSE | 4096 | 4096 | 1.00 | 3.96 | 0.06 | 3.09 | 0.78 | 5 |
| 109 | DENSE | 16384 | 4096 | 4.00 | 3.95 | 0.01 | 10.49 | 2.65 | 0 |
| 110 | DENSE | 16384 | 4096 | 4.00 | 4.60 | 0.02 | 6.34 | 1.38 | 0 |
| 112 | DENSE | 12288 | 4096 | 3.00 | 3.08 | 0.02 | 7.25 | 2.35 | 0 |
| 113 | DENSE | 4096 | 4096 | 1.00 | 3.89 | 0.05 | 3.50 | 0.90 | 5 |
| 115 | DENSE | 16384 | 4096 | 4.00 | 3.96 | 0.01 | 10.45 | 2.64 | 0 |
| 116 | DENSE | 16384 | 4096 | 4.00 | 4.80 | 0.02 | 6.56 | 1.37 | 0 |
| 118 | DENSE | 12288 | 4096 | 3.00 | 3.19 | 0.01 | 7.48 | 2.35 | 0 |
| 119 | DENSE | 4096 | 4096 | 1.00 | 11.91 | 0.05 | 8.95 | 0.75 | 6 |
| 121 | DENSE | 16384 | 4096 | 4.00 | 3.97 | 0.02 | 10.43 | 2.63 | 0 |
| 122 | DENSE | 16384 | 4096 | 4.00 | 5.19 | 0.01 | 7.10 | 1.37 | 0 |
| 124 | DENSE | 12288 | 4096 | 3.00 | 3.27 | 0.02 | 7.71 | 2.35 | 0 |
| 125 | DENSE | 4096 | 4096 | 1.00 | 4.14 | 0.04 | 3.10 | 0.75 | 5 |
| 127 | DENSE | 16384 | 4096 | 4.00 | 3.75 | 0.02 | 9.78 | 2.61 | 0 |
| 128 | DENSE | 16384 | 4096 | 4.00 | 5.48 | 0.01 | 7.64 | 1.39 | 0 |
| 130 | DENSE | 12288 | 4096 | 3.00 | 3.35 | 0.01 | 7.89 | 2.35 | 0 |
| 131 | DENSE | 4096 | 4096 | 1.00 | 8.57 | 0.03 | 6.78 | 0.79 | 4 |
| 133 | DENSE | 16384 | 4096 | 4.00 | 4.28 | 0.02 | 11.15 | 2.61 | 0 |
| 134 | DENSE | 16384 | 4096 | 4.00 | 5.76 | 0.01 | 7.79 | 1.35 | 0 |
| 136 | DENSE | 12288 | 4096 | 3.00 | 3.33 | 0.01 | 7.91 | 2.38 | 0 |
| 137 | DENSE | 4096 | 4096 | 1.00 | 8.89 | 0.03 | 5.91 | 0.66 | 4 |
| 139 | DENSE | 16384 | 4096 | 4.00 | 3.60 | 0.03 | 9.38 | 2.61 | 0 |
| 140 | DENSE | 16384 | 4096 | 4.00 | 6.17 | 0.02 | 8.77 | 1.42 | 0 |
| 142 | DENSE | 12288 | 4096 | 3.00 | 3.34 | 0.01 | 7.97 | 2.39 | 0 |
| 143 | DENSE | 4096 | 4096 | 1.00 | 7.96 | 0.05 | 7.32 | 0.92 | 4 |
| 145 | DENSE | 16384 | 4096 | 4.00 | 3.51 | 0.03 | 9.14 | 2.60 | 0 |
| 147 | DENSE | 16384 | 4096 | 4.00 | 7.29 | 0.02 | 9.72 | 1.33 | 0 |
| 149 | DENSE | 12288 | 4096 | 3.00 | 3.30 | 0.01 | 7.86 | 2.38 | 0 |
| 150 | DENSE | 4096 | 4096 | 1.00 | 8.49 | 0.05 | 6.66 | 0.78 | 4 |
| 152 | DENSE | 16384 | 4096 | 4.00 | 3.50 | 0.03 | 9.06 | 2.59 | 0 |
| 153 | DENSE | 16384 | 4096 | 4.00 | 7.06 | 0.01 | 9.44 | 1.34 | 0 |
| 155 | DENSE | 12288 | 4096 | 3.00 | 3.31 | 0.01 | 7.76 | 2.35 | 0 |
| 156 | DENSE | 4096 | 4096 | 1.00 | 7.82 | 0.06 | 7.04 | 0.90 | 5 |
| 158 | DENSE | 16384 | 4096 | 4.00 | 3.58 | 0.04 | 9.20 | 2.57 | 0 |
| 159 | DENSE | 16384 | 4096 | 4.00 | 6.15 | 0.02 | 8.70 | 1.41 | 0 |
| 161 | DENSE | 12288 | 4096 | 3.00 | 3.03 | 0.01 | 7.32 | 2.42 | 0 |
| 162 | DENSE | 4096 | 4096 | 1.00 | 7.24 | 0.04 | 6.31 | 0.87 | 4 |
| 164 | DENSE | 16384 | 4096 | 4.00 | 3.58 | 0.04 | 9.18 | 2.56 | 0 |
| 165 | DENSE | 16384 | 4096 | 4.00 | 5.36 | 0.02 | 7.31 | 1.36 | 0 |
| 167 | DENSE | 12288 | 4096 | 3.00 | 3.07 | 0.01 | 7.35 | 2.40 | 0 |
| 168 | DENSE | 4096 | 4096 | 1.00 | 7.33 | 0.07 | 6.52 | 0.89 | 4 |
| 170 | DENSE | 16384 | 4096 | 4.00 | 3.86 | 0.04 | 9.85 | 2.55 | 0 |
| 171 | DENSE | 16384 | 4096 | 4.00 | 5.16 | 0.02 | 6.79 | 1.32 | 0 |
| 173 | DENSE | 12288 | 4096 | 3.00 | 3.02 | 0.01 | 7.27 | 2.41 | 0 |
| 174 | DENSE | 4096 | 4096 | 1.00 | 8.03 | 0.06 | 7.63 | 0.95 | 3 |
| 176 | DENSE | 16384 | 4096 | 4.00 | 4.79 | 0.04 | 12.22 | 2.55 | 0 |
| 177 | DENSE | 16384 | 4096 | 4.00 | 5.15 | 0.02 | 7.27 | 1.41 | 0 |
| 179 | DENSE | 12288 | 4096 | 3.00 | 3.36 | 0.01 | 8.00 | 2.38 | 0 |
| 180 | DENSE | 4096 | 4096 | 1.00 | 6.87 | 0.02 | 7.07 | 1.03 | 5 |
| 182 | DENSE | 16384 | 4096 | 4.00 | 4.14 | 0.01 | 10.56 | 2.55 | 0 |
| 183 | DENSE | 16384 | 4096 | 4.00 | 5.44 | 0.01 | 9.41 | 1.73 | 0 |
| 185 | DENSE | 12288 | 4096 | 3.00 | 3.15 | 0.02 | 7.44 | 2.36 | 0 |
| 186 | DENSE | 4096 | 4096 | 1.00 | 3.78 | 0.02 | 7.06 | 1.87 | 6 |
| 188 | DENSE | 16384 | 4096 | 4.00 | 3.55 | 0.02 | 9.45 | 2.66 | 0 |
| 189 | DENSE | 16384 | 4096 | 4.00 | 4.95 | 0.03 | 12.20 | 2.47 | 0 |
| 191 | DENSE | 12288 | 4096 | 3.00 | 1.61 | 0.03 | 5.78 | 3.59 | 0 |
| 192 | DENSE | 4096 | 4096 | 1.00 | 2.59 | 0.02 | 5.14 | 1.99 | 9 |
| 194 | DENSE | 16384 | 4096 | 4.00 | 2.42 | 0.03 | 9.39 | 3.88 | 0 |
| 195 | DENSE | 16384 | 4096 | 4.00 | 2.07 | 0.04 | 5.57 | 2.70 | 0 |