Find this model in the StableLM model summary
Model source: https://huggingface.co/stabilityai/stablelm-tuned-alpha-3b
| layer_type | N | M | Q | alpha | D | alpha-hat | log_SN | rank_loss | |
|---|---|---|---|---|---|---|---|---|---|
| layer_id | |||||||||
| 4 | DENSE | 12288 | 4096 | 3.00 | 3.28 | 0.02 | 7.47 | 2.28 | 0 |
| 5 | DENSE | 4096 | 4096 | 1.00 | 3.44 | 0.03 | 5.69 | 1.65 | 7 |
| 6 | DENSE | 16384 | 4096 | 4.00 | 6.87 | 0.06 | 13.38 | 1.95 | 0 |
| 7 | DENSE | 16384 | 4096 | 4.00 | 7.54 | 0.06 | 19.37 | 2.57 | 0 |
| 10 | DENSE | 12288 | 4096 | 3.00 | 3.57 | 0.01 | 7.16 | 2.01 | 0 |
| 11 | DENSE | 4096 | 4096 | 1.00 | 5.61 | 0.03 | 7.10 | 1.27 | 4 |
| 12 | DENSE | 16384 | 4096 | 4.00 | 3.39 | 0.03 | 7.69 | 2.27 | 0 |
| 13 | DENSE | 16384 | 4096 | 4.00 | 5.92 | 0.03 | 11.81 | 2.00 | 0 |
| 16 | DENSE | 12288 | 4096 | 3.00 | 3.40 | 0.02 | 6.15 | 1.81 | 0 |
| 17 | DENSE | 4096 | 4096 | 1.00 | 4.07 | 0.02 | 6.29 | 1.55 | 5 |
| 18 | DENSE | 16384 | 4096 | 4.00 | 2.99 | 0.01 | 6.47 | 2.16 | 0 |
| 19 | DENSE | 16384 | 4096 | 4.00 | 3.28 | 0.03 | 6.31 | 1.93 | 0 |
| 22 | DENSE | 12288 | 4096 | 3.00 | 4.13 | 0.02 | 7.60 | 1.84 | 0 |
| 23 | DENSE | 4096 | 4096 | 1.00 | 3.56 | 0.04 | 5.81 | 1.63 | 4 |
| 24 | DENSE | 16384 | 4096 | 4.00 | 3.22 | 0.01 | 6.97 | 2.16 | 0 |
| 25 | DENSE | 16384 | 4096 | 4.00 | 4.05 | 0.02 | 7.77 | 1.92 | 0 |
| 28 | DENSE | 12288 | 4096 | 3.00 | 3.45 | 0.01 | 6.57 | 1.91 | 0 |
| 29 | DENSE | 4096 | 4096 | 1.00 | 4.60 | 0.05 | 7.54 | 1.64 | 4 |
| 30 | DENSE | 16384 | 4096 | 4.00 | 3.37 | 0.01 | 7.52 | 2.23 | 0 |
| 31 | DENSE | 16384 | 4096 | 4.00 | 3.65 | 0.03 | 6.75 | 1.85 | 0 |
| 34 | DENSE | 12288 | 4096 | 3.00 | 3.16 | 0.02 | 6.43 | 2.03 | 0 |
| 35 | DENSE | 4096 | 4096 | 1.00 | 2.81 | 0.05 | 5.06 | 1.80 | 4 |
| 36 | DENSE | 16384 | 4096 | 4.00 | 3.42 | 0.01 | 7.62 | 2.23 | 0 |
| 37 | DENSE | 16384 | 4096 | 4.00 | 3.83 | 0.02 | 7.17 | 1.87 | 0 |
| 40 | DENSE | 12288 | 4096 | 3.00 | 3.42 | 0.01 | 7.45 | 2.18 | 0 |
| 41 | DENSE | 4096 | 4096 | 1.00 | 3.28 | 0.04 | 6.04 | 1.84 | 5 |
| 42 | DENSE | 16384 | 4096 | 4.00 | 3.41 | 0.01 | 7.58 | 2.22 | 0 |
| 43 | DENSE | 16384 | 4096 | 4.00 | 3.75 | 0.02 | 7.10 | 1.89 | 0 |
| 46 | DENSE | 12288 | 4096 | 3.00 | 4.02 | 0.02 | 8.79 | 2.18 | 0 |
| 47 | DENSE | 4096 | 4096 | 1.00 | 2.89 | 0.04 | 5.51 | 1.90 | 4 |
| 48 | DENSE | 16384 | 4096 | 4.00 | 3.42 | 0.01 | 7.40 | 2.16 | 0 |
| 49 | DENSE | 16384 | 4096 | 4.00 | 3.98 | 0.02 | 7.41 | 1.86 | 0 |
| 52 | DENSE | 12288 | 4096 | 3.00 | 4.06 | 0.03 | 9.38 | 2.31 | 0 |
| 53 | DENSE | 4096 | 4096 | 1.00 | 5.32 | 0.06 | 8.08 | 1.52 | 4 |
| 54 | DENSE | 16384 | 4096 | 4.00 | 3.43 | 0.01 | 7.29 | 2.12 | 0 |
| 55 | DENSE | 16384 | 4096 | 4.00 | 4.38 | 0.02 | 7.34 | 1.68 | 0 |
| 58 | DENSE | 12288 | 4096 | 3.00 | 3.40 | 0.02 | 8.60 | 2.53 | 0 |
| 59 | DENSE | 4096 | 4096 | 1.00 | 3.22 | 0.05 | 4.08 | 1.27 | 4 |
| 60 | DENSE | 16384 | 4096 | 4.00 | 3.46 | 0.01 | 7.00 | 2.02 | 0 |
| 61 | DENSE | 16384 | 4096 | 4.00 | 6.28 | 0.01 | 9.49 | 1.51 | 0 |
| 64 | DENSE | 12288 | 4096 | 3.00 | 3.20 | 0.02 | 8.56 | 2.68 | 0 |
| 65 | DENSE | 4096 | 4096 | 1.00 | 7.57 | 0.08 | 9.14 | 1.21 | 4 |
| 66 | DENSE | 16384 | 4096 | 4.00 | 3.45 | 0.01 | 6.96 | 2.02 | 0 |
| 67 | DENSE | 16384 | 4096 | 4.00 | 5.38 | 0.01 | 7.76 | 1.44 | 0 |
| 70 | DENSE | 12288 | 4096 | 3.00 | 3.15 | 0.04 | 8.68 | 2.76 | 0 |
| 71 | DENSE | 4096 | 4096 | 1.00 | 3.19 | 0.09 | 3.93 | 1.23 | 4 |
| 73 | DENSE | 16384 | 4096 | 4.00 | 3.50 | 0.01 | 6.93 | 1.98 | 0 |
| 74 | DENSE | 16384 | 4096 | 4.00 | 6.11 | 0.01 | 8.14 | 1.33 | 0 |
| 77 | DENSE | 12288 | 4096 | 3.00 | 2.21 | 0.03 | 6.45 | 2.92 | 0 |
| 78 | DENSE | 4096 | 4096 | 1.00 | 9.48 | 0.07 | 8.25 | 0.87 | 4 |
| 79 | DENSE | 16384 | 4096 | 4.00 | 3.53 | 0.01 | 6.79 | 1.92 | 0 |
| 80 | DENSE | 16384 | 4096 | 4.00 | 5.99 | 0.01 | 7.58 | 1.26 | 0 |
| 83 | DENSE | 12288 | 4096 | 3.00 | 2.18 | 0.03 | 6.38 | 2.93 | 0 |
| 84 | DENSE | 4096 | 4096 | 1.00 | 11.20 | 0.04 | 6.69 | 0.60 | 4 |
| 85 | DENSE | 16384 | 4096 | 4.00 | 3.65 | 0.01 | 6.89 | 1.89 | 0 |
| 86 | DENSE | 16384 | 4096 | 4.00 | 5.59 | 0.02 | 7.30 | 1.31 | 0 |
| 89 | DENSE | 12288 | 4096 | 3.00 | 2.82 | 0.04 | 8.53 | 3.02 | 0 |
| 90 | DENSE | 4096 | 4096 | 1.00 | 5.93 | 0.04 | 8.02 | 1.35 | 3 |
| 91 | DENSE | 16384 | 4096 | 4.00 | 3.77 | 0.01 | 7.27 | 1.93 | 0 |
| 92 | DENSE | 16384 | 4096 | 4.00 | 4.84 | 0.03 | 6.83 | 1.41 | 0 |
| 95 | DENSE | 12288 | 4096 | 3.00 | 1.98 | 0.05 | 5.87 | 2.97 | 0 |
| 96 | DENSE | 4096 | 4096 | 1.00 | 4.12 | 0.07 | 8.57 | 2.08 | 5 |
| 97 | DENSE | 16384 | 4096 | 4.00 | 3.92 | 0.02 | 8.06 | 2.05 | 0 |
| 98 | DENSE | 16384 | 4096 | 4.00 | 3.33 | 0.01 | 7.36 | 2.21 | 0 |