Find this model in the StableLM model summary
Model source: https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b
| layer_type | N | M | Q | alpha | D | alpha-hat | log_SN | rank_loss | |
|---|---|---|---|---|---|---|---|---|---|
| layer_id | |||||||||
| 4 | DENSE | 18432 | 6144 | 3.00 | 3.29 | 0.02 | 8.82 | 2.68 | 0 |
| 5 | DENSE | 6144 | 6144 | 1.00 | 3.60 | 0.02 | 8.22 | 2.28 | 6 |
| 6 | DENSE | 24576 | 6144 | 4.00 | 7.46 | 0.07 | 20.88 | 2.80 | 0 |
| 7 | DENSE | 24576 | 6144 | 4.00 | 8.93 | 0.06 | 20.15 | 2.26 | 0 |
| 10 | DENSE | 18432 | 6144 | 3.00 | 3.77 | 0.01 | 9.76 | 2.59 | 0 |
| 11 | DENSE | 6144 | 6144 | 1.00 | 3.89 | 0.02 | 7.39 | 1.90 | 4 |
| 12 | DENSE | 24576 | 6144 | 4.00 | 2.63 | 0.05 | 8.03 | 3.05 | 0 |
| 13 | DENSE | 24576 | 6144 | 4.00 | 7.06 | 0.04 | 15.42 | 2.18 | 0 |
| 16 | DENSE | 18432 | 6144 | 3.00 | 3.34 | 0.02 | 8.13 | 2.43 | 0 |
| 17 | DENSE | 6144 | 6144 | 1.00 | 4.11 | 0.02 | 7.20 | 1.75 | 4 |
| 18 | DENSE | 24576 | 6144 | 4.00 | 2.69 | 0.01 | 7.71 | 2.87 | 0 |
| 19 | DENSE | 24576 | 6144 | 4.00 | 3.45 | 0.04 | 7.29 | 2.11 | 0 |
| 22 | DENSE | 18432 | 6144 | 3.00 | 3.32 | 0.02 | 7.77 | 2.34 | 0 |
| 23 | DENSE | 6144 | 6144 | 1.00 | 3.87 | 0.04 | 6.32 | 1.63 | 4 |
| 24 | DENSE | 24576 | 6144 | 4.00 | 2.69 | 0.02 | 9.35 | 3.47 | 0 |
| 25 | DENSE | 24576 | 6144 | 4.00 | 4.07 | 0.03 | 9.01 | 2.21 | 0 |
| 28 | DENSE | 18432 | 6144 | 3.00 | 3.82 | 0.02 | 9.72 | 2.54 | 0 |
| 29 | DENSE | 6144 | 6144 | 1.00 | 3.47 | 0.04 | 5.63 | 1.62 | 4 |
| 30 | DENSE | 24576 | 6144 | 4.00 | 2.81 | 0.02 | 8.08 | 2.88 | 0 |
| 32 | DENSE | 24576 | 6144 | 4.00 | 3.45 | 0.03 | 7.43 | 2.16 | 0 |
| 35 | DENSE | 18432 | 6144 | 3.00 | 3.78 | 0.02 | 9.88 | 2.62 | 0 |
| 36 | DENSE | 6144 | 6144 | 1.00 | 3.23 | 0.04 | 5.26 | 1.63 | 4 |
| 37 | DENSE | 24576 | 6144 | 4.00 | 2.93 | 0.02 | 8.36 | 2.86 | 0 |
| 38 | DENSE | 24576 | 6144 | 4.00 | 3.43 | 0.03 | 7.44 | 2.17 | 0 |
| 41 | DENSE | 18432 | 6144 | 3.00 | 3.34 | 0.01 | 9.84 | 2.94 | 0 |
| 42 | DENSE | 6144 | 6144 | 1.00 | 3.67 | 0.04 | 6.21 | 1.69 | 3 |
| 43 | DENSE | 24576 | 6144 | 4.00 | 2.95 | 0.01 | 8.32 | 2.82 | 0 |
| 44 | DENSE | 24576 | 6144 | 4.00 | 3.35 | 0.02 | 7.17 | 2.14 | 0 |
| 47 | DENSE | 18432 | 6144 | 3.00 | 2.64 | 0.01 | 8.27 | 3.14 | 0 |
| 48 | DENSE | 6144 | 6144 | 1.00 | 8.84 | 0.04 | 15.07 | 1.70 | 4 |
| 49 | DENSE | 24576 | 6144 | 4.00 | 2.94 | 0.01 | 8.23 | 2.80 | 0 |
| 50 | DENSE | 24576 | 6144 | 4.00 | 4.42 | 0.01 | 9.01 | 2.04 | 0 |
| 53 | DENSE | 18432 | 6144 | 3.00 | 2.35 | 0.02 | 8.42 | 3.59 | 0 |
| 54 | DENSE | 6144 | 6144 | 1.00 | 9.04 | 0.03 | 13.81 | 1.53 | 4 |
| 55 | DENSE | 24576 | 6144 | 4.00 | 2.88 | 0.01 | 8.25 | 2.87 | 0 |
| 56 | DENSE | 24576 | 6144 | 4.00 | 3.58 | 0.02 | 7.75 | 2.16 | 0 |
| 59 | DENSE | 18432 | 6144 | 3.00 | 2.06 | 0.02 | 7.42 | 3.60 | 0 |
| 60 | DENSE | 6144 | 6144 | 1.00 | 8.95 | 0.02 | 12.91 | 1.44 | 3 |
| 61 | DENSE | 24576 | 6144 | 4.00 | 2.94 | 0.01 | 8.38 | 2.85 | 0 |
| 62 | DENSE | 24576 | 6144 | 4.00 | 3.84 | 0.01 | 8.35 | 2.18 | 0 |
| 64 | DENSE | 18432 | 6144 | 3.00 | 2.44 | 0.03 | 8.84 | 3.62 | 0 |
| 65 | DENSE | 6144 | 6144 | 1.00 | 9.94 | 0.05 | 14.07 | 1.42 | 5 |
| 66 | DENSE | 24576 | 6144 | 4.00 | 3.00 | 0.01 | 8.62 | 2.87 | 0 |
| 67 | DENSE | 24576 | 6144 | 4.00 | 3.94 | 0.01 | 8.81 | 2.24 | 0 |
| 70 | DENSE | 18432 | 6144 | 3.00 | 2.05 | 0.03 | 7.31 | 3.56 | 0 |
| 71 | DENSE | 6144 | 6144 | 1.00 | 9.08 | 0.04 | 14.09 | 1.55 | 3 |
| 72 | DENSE | 24576 | 6144 | 4.00 | 3.07 | 0.01 | 8.72 | 2.84 | 0 |
| 73 | DENSE | 24576 | 6144 | 4.00 | 4.55 | 0.01 | 9.73 | 2.14 | 0 |
| 76 | DENSE | 18432 | 6144 | 3.00 | 2.17 | 0.02 | 7.63 | 3.52 | 0 |
| 77 | DENSE | 6144 | 6144 | 1.00 | 7.71 | 0.01 | 10.19 | 1.32 | 3 |
| 78 | DENSE | 24576 | 6144 | 4.00 | 3.21 | 0.01 | 9.03 | 2.81 | 0 |
| 79 | DENSE | 24576 | 6144 | 4.00 | 4.64 | 0.01 | 9.98 | 2.15 | 0 |
| 82 | DENSE | 18432 | 6144 | 3.00 | 2.10 | 0.02 | 7.28 | 3.47 | 0 |
| 83 | DENSE | 6144 | 6144 | 1.00 | 7.11 | 0.04 | 9.04 | 1.27 | 4 |
| 84 | DENSE | 24576 | 6144 | 4.00 | 3.36 | 0.02 | 9.14 | 2.72 | 0 |
| 85 | DENSE | 24576 | 6144 | 4.00 | 4.63 | 0.01 | 9.72 | 2.10 | 0 |
| 88 | DENSE | 18432 | 6144 | 3.00 | 2.23 | 0.03 | 7.73 | 3.47 | 0 |
| 89 | DENSE | 6144 | 6144 | 1.00 | 5.98 | 0.02 | 12.14 | 2.03 | 5 |
| 90 | DENSE | 24576 | 6144 | 4.00 | 3.52 | 0.01 | 9.36 | 2.66 | 0 |
| 91 | DENSE | 24576 | 6144 | 4.00 | 4.17 | 0.01 | 9.84 | 2.36 | 0 |
| 94 | DENSE | 18432 | 6144 | 3.00 | 2.99 | 0.05 | 10.02 | 3.35 | 0 |
| 95 | DENSE | 6144 | 6144 | 1.00 | 4.79 | 0.08 | 12.06 | 2.52 | 4 |
| 97 | DENSE | 24576 | 6144 | 4.00 | 3.72 | 0.02 | 10.16 | 2.73 | 0 |
| 98 | DENSE | 24576 | 6144 | 4.00 | 3.39 | 0.02 | 11.14 | 3.29 | 0 |