Find this model in the Falcon model summary
Model source: https://huggingface.co/tiiuae/falcon-7b-instruct
| layer_type | N | M | Q | alpha | D | alpha-hat | log_SN | rank_loss | |
|---|---|---|---|---|---|---|---|---|---|
| layer_id | |||||||||
| 3 | DENSE | 4672 | 4544 | 1.03 | 2.70 | 0.02 | 7.39 | 2.74 | 0 |
| 4 | DENSE | 4544 | 4544 | 1.00 | 2.71 | 0.01 | 5.96 | 2.20 | 4 |
| 5 | DENSE | 18176 | 4544 | 4.00 | 2.73 | 0.01 | 9.96 | 3.65 | 0 |
| 6 | DENSE | 18176 | 4544 | 4.00 | 5.07 | 0.02 | 12.15 | 2.40 | 0 |
| 8 | DENSE | 4672 | 4544 | 1.03 | 3.52 | 0.03 | 8.46 | 2.41 | 0 |
| 9 | DENSE | 4544 | 4544 | 1.00 | 4.11 | 0.02 | 7.20 | 1.75 | 2 |
| 10 | DENSE | 18176 | 4544 | 4.00 | 2.75 | 0.01 | 10.02 | 3.65 | 0 |
| 11 | DENSE | 18176 | 4544 | 4.00 | 3.40 | 0.01 | 8.47 | 2.49 | 0 |
| 13 | DENSE | 4672 | 4544 | 1.03 | 2.62 | 0.02 | 6.00 | 2.29 | 0 |
| 14 | DENSE | 4544 | 4544 | 1.00 | 3.67 | 0.01 | 6.05 | 1.65 | 3 |
| 15 | DENSE | 18176 | 4544 | 4.00 | 2.80 | 0.02 | 9.39 | 3.36 | 0 |
| 16 | DENSE | 18176 | 4544 | 4.00 | 3.78 | 0.07 | 7.54 | 1.99 | 0 |
| 18 | DENSE | 4672 | 4544 | 1.03 | 3.01 | 0.02 | 6.83 | 2.27 | 0 |
| 19 | DENSE | 4544 | 4544 | 1.00 | 3.45 | 0.05 | 5.33 | 1.55 | 4 |
| 20 | DENSE | 18176 | 4544 | 4.00 | 3.03 | 0.02 | 10.15 | 3.35 | 0 |
| 21 | DENSE | 18176 | 4544 | 4.00 | 3.80 | 0.05 | 8.60 | 2.26 | 0 |
| 23 | DENSE | 4672 | 4544 | 1.03 | 2.74 | 0.03 | 6.63 | 2.42 | 0 |
| 24 | DENSE | 4544 | 4544 | 1.00 | 3.37 | 0.03 | 5.38 | 1.60 | 3 |
| 25 | DENSE | 18176 | 4544 | 4.00 | 3.37 | 0.03 | 11.34 | 3.36 | 0 |
| 26 | DENSE | 18176 | 4544 | 4.00 | 4.17 | 0.03 | 9.80 | 2.35 | 0 |
| 28 | DENSE | 4672 | 4544 | 1.03 | 2.22 | 0.04 | 5.17 | 2.33 | 0 |
| 29 | DENSE | 4544 | 4544 | 1.00 | 2.60 | 0.04 | 4.40 | 1.69 | 4 |
| 30 | DENSE | 18176 | 4544 | 4.00 | 3.89 | 0.03 | 12.81 | 3.29 | 0 |
| 31 | DENSE | 18176 | 4544 | 4.00 | 4.85 | 0.04 | 10.11 | 2.09 | 0 |
| 33 | DENSE | 4672 | 4544 | 1.03 | 3.19 | 0.02 | 8.00 | 2.51 | 0 |
| 34 | DENSE | 4544 | 4544 | 1.00 | 3.07 | 0.04 | 5.06 | 1.65 | 4 |
| 35 | DENSE | 18176 | 4544 | 4.00 | 3.97 | 0.02 | 12.67 | 3.19 | 0 |
| 36 | DENSE | 18176 | 4544 | 4.00 | 4.49 | 0.03 | 8.03 | 1.79 | 0 |
| 38 | DENSE | 4672 | 4544 | 1.03 | 2.34 | 0.03 | 5.50 | 2.35 | 0 |
| 39 | DENSE | 4544 | 4544 | 1.00 | 3.63 | 0.03 | 5.47 | 1.51 | 3 |
| 40 | DENSE | 18176 | 4544 | 4.00 | 3.45 | 0.02 | 11.16 | 3.24 | 0 |
| 41 | DENSE | 18176 | 4544 | 4.00 | 3.45 | 0.02 | 6.42 | 1.86 | 0 |
| 43 | DENSE | 4672 | 4544 | 1.03 | 3.06 | 0.02 | 7.59 | 2.48 | 0 |
| 44 | DENSE | 4544 | 4544 | 1.00 | 3.45 | 0.04 | 5.44 | 1.58 | 3 |
| 45 | DENSE | 18176 | 4544 | 4.00 | 3.41 | 0.03 | 10.87 | 3.19 | 0 |
| 46 | DENSE | 18176 | 4544 | 4.00 | 3.56 | 0.01 | 6.35 | 1.79 | 0 |
| 48 | DENSE | 4672 | 4544 | 1.03 | 2.36 | 0.03 | 5.59 | 2.37 | 0 |
| 49 | DENSE | 4544 | 4544 | 1.00 | 3.24 | 0.05 | 5.43 | 1.68 | 3 |
| 50 | DENSE | 18176 | 4544 | 4.00 | 3.65 | 0.00 | 11.79 | 3.23 | 0 |
| 51 | DENSE | 18176 | 4544 | 4.00 | 3.45 | 0.01 | 6.43 | 1.87 | 0 |
| 53 | DENSE | 4672 | 4544 | 1.03 | 2.56 | 0.03 | 6.33 | 2.47 | 0 |
| 54 | DENSE | 4544 | 4544 | 1.00 | 2.89 | 0.03 | 5.37 | 1.86 | 3 |
| 55 | DENSE | 18176 | 4544 | 4.00 | 3.65 | 0.02 | 11.75 | 3.22 | 0 |
| 56 | DENSE | 18176 | 4544 | 4.00 | 3.68 | 0.01 | 6.81 | 1.85 | 0 |
| 58 | DENSE | 4672 | 4544 | 1.03 | 2.99 | 0.03 | 7.37 | 2.46 | 0 |
| 59 | DENSE | 4544 | 4544 | 1.00 | 3.09 | 0.05 | 5.13 | 1.66 | 5 |
| 60 | DENSE | 18176 | 4544 | 4.00 | 3.72 | 0.01 | 11.81 | 3.17 | 0 |
| 61 | DENSE | 18176 | 4544 | 4.00 | 3.63 | 0.01 | 6.12 | 1.69 | 0 |
| 63 | DENSE | 4672 | 4544 | 1.03 | 2.60 | 0.03 | 6.25 | 2.40 | 0 |
| 64 | DENSE | 4544 | 4544 | 1.00 | 2.87 | 0.04 | 4.69 | 1.63 | 5 |
| 65 | DENSE | 18176 | 4544 | 4.00 | 3.92 | 0.01 | 12.40 | 3.16 | 0 |
| 66 | DENSE | 18176 | 4544 | 4.00 | 3.66 | 0.02 | 5.87 | 1.60 | 0 |
| 68 | DENSE | 4672 | 4544 | 1.03 | 2.52 | 0.01 | 6.23 | 2.47 | 0 |
| 69 | DENSE | 4544 | 4544 | 1.00 | 3.96 | 0.05 | 5.79 | 1.46 | 3 |
| 70 | DENSE | 18176 | 4544 | 4.00 | 3.70 | 0.01 | 11.74 | 3.17 | 0 |
| 71 | DENSE | 18176 | 4544 | 4.00 | 3.39 | 0.02 | 5.88 | 1.73 | 0 |
| 73 | DENSE | 4672 | 4544 | 1.03 | 2.45 | 0.03 | 6.05 | 2.47 | 0 |
| 74 | DENSE | 4544 | 4544 | 1.00 | 2.81 | 0.04 | 4.96 | 1.77 | 3 |
| 75 | DENSE | 18176 | 4544 | 4.00 | 3.88 | 0.01 | 12.32 | 3.17 | 0 |
| 76 | DENSE | 18176 | 4544 | 4.00 | 3.72 | 0.02 | 6.52 | 1.75 | 0 |
| 78 | DENSE | 4672 | 4544 | 1.03 | 2.53 | 0.02 | 6.24 | 2.47 | 0 |
| 79 | DENSE | 4544 | 4544 | 1.00 | 2.93 | 0.04 | 4.90 | 1.67 | 3 |
| 80 | DENSE | 18176 | 4544 | 4.00 | 3.85 | 0.01 | 12.21 | 3.17 | 0 |
| 81 | DENSE | 18176 | 4544 | 4.00 | 3.84 | 0.02 | 6.81 | 1.78 | 0 |
| 83 | DENSE | 4672 | 4544 | 1.03 | 2.66 | 0.02 | 6.55 | 2.47 | 0 |
| 84 | DENSE | 4544 | 4544 | 1.00 | 3.10 | 0.03 | 4.99 | 1.61 | 3 |
| 85 | DENSE | 18176 | 4544 | 4.00 | 3.89 | 0.01 | 12.29 | 3.16 | 0 |
| 86 | DENSE | 18176 | 4544 | 4.00 | 4.54 | 0.02 | 8.71 | 1.92 | 0 |
| 88 | DENSE | 4672 | 4544 | 1.03 | 2.65 | 0.03 | 6.47 | 2.45 | 0 |
| 89 | DENSE | 4544 | 4544 | 1.00 | 2.93 | 0.04 | 4.94 | 1.69 | 4 |
| 90 | DENSE | 18176 | 4544 | 4.00 | 3.96 | 0.01 | 12.56 | 3.17 | 0 |
| 91 | DENSE | 18176 | 4544 | 4.00 | 5.60 | 0.02 | 9.30 | 1.66 | 0 |
| 93 | DENSE | 4672 | 4544 | 1.03 | 2.66 | 0.01 | 6.55 | 2.46 | 0 |
| 94 | DENSE | 4544 | 4544 | 1.00 | 3.90 | 0.05 | 5.70 | 1.46 | 3 |
| 95 | DENSE | 18176 | 4544 | 4.00 | 4.06 | 0.01 | 12.75 | 3.14 | 0 |
| 96 | DENSE | 18176 | 4544 | 4.00 | 4.10 | 0.02 | 6.98 | 1.70 | 0 |
| 98 | DENSE | 4672 | 4544 | 1.03 | 2.28 | 0.01 | 5.62 | 2.47 | 0 |
| 99 | DENSE | 4544 | 4544 | 1.00 | 2.92 | 0.03 | 4.60 | 1.57 | 3 |
| 100 | DENSE | 18176 | 4544 | 4.00 | 4.04 | 0.01 | 12.69 | 3.14 | 0 |
| 101 | DENSE | 18176 | 4544 | 4.00 | 4.19 | 0.01 | 7.67 | 1.83 | 0 |
| 103 | DENSE | 4672 | 4544 | 1.03 | 2.69 | 0.03 | 6.75 | 2.51 | 0 |
| 104 | DENSE | 4544 | 4544 | 1.00 | 2.74 | 0.05 | 5.00 | 1.82 | 3 |
| 105 | DENSE | 18176 | 4544 | 4.00 | 4.08 | 0.02 | 12.72 | 3.12 | 0 |
| 106 | DENSE | 18176 | 4544 | 4.00 | 4.39 | 0.03 | 7.66 | 1.75 | 0 |
| 108 | DENSE | 4672 | 4544 | 1.03 | 2.75 | 0.02 | 7.09 | 2.58 | 0 |
| 109 | DENSE | 4544 | 4544 | 1.00 | 2.66 | 0.03 | 4.75 | 1.79 | 3 |
| 110 | DENSE | 18176 | 4544 | 4.00 | 4.11 | 0.02 | 12.61 | 3.07 | 0 |
| 111 | DENSE | 18176 | 4544 | 4.00 | 4.68 | 0.02 | 8.09 | 1.73 | 0 |
| 113 | DENSE | 4672 | 4544 | 1.03 | 2.81 | 0.01 | 7.14 | 2.54 | 0 |
| 114 | DENSE | 4544 | 4544 | 1.00 | 3.16 | 0.03 | 4.97 | 1.57 | 3 |
| 115 | DENSE | 18176 | 4544 | 4.00 | 4.05 | 0.01 | 12.33 | 3.04 | 0 |
| 117 | DENSE | 18176 | 4544 | 4.00 | 4.88 | 0.02 | 8.56 | 1.75 | 0 |
| 119 | DENSE | 4672 | 4544 | 1.03 | 2.85 | 0.01 | 7.69 | 2.70 | 0 |
| 120 | DENSE | 4544 | 4544 | 1.00 | 2.96 | 0.04 | 5.04 | 1.70 | 2 |
| 121 | DENSE | 18176 | 4544 | 4.00 | 4.05 | 0.01 | 12.36 | 3.05 | 0 |
| 122 | DENSE | 18176 | 4544 | 4.00 | 5.39 | 0.01 | 9.37 | 1.74 | 0 |
| 124 | DENSE | 4672 | 4544 | 1.03 | 2.59 | 0.02 | 6.43 | 2.48 | 0 |
| 125 | DENSE | 4544 | 4544 | 1.00 | 2.84 | 0.03 | 4.87 | 1.71 | 3 |
| 126 | DENSE | 18176 | 4544 | 4.00 | 4.24 | 0.01 | 12.84 | 3.03 | 0 |
| 127 | DENSE | 18176 | 4544 | 4.00 | 5.75 | 0.01 | 11.34 | 1.97 | 0 |
| 129 | DENSE | 4672 | 4544 | 1.03 | 2.85 | 0.03 | 7.15 | 2.51 | 0 |
| 130 | DENSE | 4544 | 4544 | 1.00 | 4.42 | 0.04 | 6.19 | 1.40 | 3 |
| 131 | DENSE | 18176 | 4544 | 4.00 | 4.27 | 0.01 | 12.96 | 3.03 | 0 |
| 132 | DENSE | 18176 | 4544 | 4.00 | 6.11 | 0.02 | 11.46 | 1.88 | 0 |
| 134 | DENSE | 4672 | 4544 | 1.03 | 2.86 | 0.01 | 7.06 | 2.47 | 0 |
| 135 | DENSE | 4544 | 4544 | 1.00 | 2.66 | 0.04 | 4.78 | 1.80 | 3 |
| 136 | DENSE | 18176 | 4544 | 4.00 | 4.14 | 0.01 | 12.55 | 3.03 | 0 |
| 137 | DENSE | 18176 | 4544 | 4.00 | 6.04 | 0.02 | 11.30 | 1.87 | 0 |
| 139 | DENSE | 4672 | 4544 | 1.03 | 2.30 | 0.04 | 6.12 | 2.66 | 0 |
| 140 | DENSE | 4544 | 4544 | 1.00 | 8.74 | 0.08 | 10.79 | 1.23 | 3 |
| 141 | DENSE | 18176 | 4544 | 4.00 | 4.10 | 0.01 | 12.15 | 2.96 | 0 |
| 142 | DENSE | 18176 | 4544 | 4.00 | 6.01 | 0.01 | 11.01 | 1.83 | 0 |
| 144 | DENSE | 4672 | 4544 | 1.03 | 3.11 | 0.02 | 7.95 | 2.56 | 0 |
| 145 | DENSE | 4544 | 4544 | 1.00 | 3.95 | 0.02 | 7.07 | 1.79 | 3 |
| 146 | DENSE | 18176 | 4544 | 4.00 | 4.18 | 0.02 | 12.35 | 2.95 | 0 |
| 147 | DENSE | 18176 | 4544 | 4.00 | 5.53 | 0.01 | 10.47 | 1.89 | 0 |
| 149 | DENSE | 4672 | 4544 | 1.03 | 3.06 | 0.01 | 8.11 | 2.65 | 0 |
| 150 | DENSE | 4544 | 4544 | 1.00 | 3.15 | 0.02 | 7.40 | 2.35 | 4 |
| 151 | DENSE | 18176 | 4544 | 4.00 | 4.45 | 0.01 | 13.11 | 2.95 | 0 |
| 152 | DENSE | 18176 | 4544 | 4.00 | 6.08 | 0.01 | 12.13 | 2.00 | 0 |
| 154 | DENSE | 4672 | 4544 | 1.03 | 3.41 | 0.02 | 9.20 | 2.70 | 0 |
| 155 | DENSE | 4544 | 4544 | 1.00 | 4.82 | 0.02 | 9.68 | 2.01 | 2 |
| 156 | DENSE | 18176 | 4544 | 4.00 | 4.39 | 0.01 | 13.08 | 2.98 | 0 |
| 157 | DENSE | 18176 | 4544 | 4.00 | 3.93 | 0.04 | 9.28 | 2.36 | 0 |
| 159 | DENSE | 4672 | 4544 | 1.03 | 3.03 | 0.02 | 7.79 | 2.57 | 0 |
| 160 | DENSE | 4544 | 4544 | 1.00 | 3.29 | 0.01 | 6.58 | 2.00 | 4 |
| 161 | DENSE | 18176 | 4544 | 4.00 | 3.64 | 0.01 | 11.01 | 3.03 | 0 |
| 162 | DENSE | 18176 | 4544 | 4.00 | 4.30 | 0.02 | 12.81 | 2.98 | 0 |