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 |