Find this model in the Dolly model summary
Model source: https://huggingface.co/databricks/dolly-v2-7b
layer_type | N | M | Q | alpha | D | alpha-hat | log_SN | rank_loss | |
---|---|---|---|---|---|---|---|---|---|
layer_id | |||||||||
4 | DENSE | 12288 | 4096 | 3.00 | 3.72 | 0.03 | 9.07 | 2.44 | 0 |
5 | DENSE | 4096 | 4096 | 1.00 | 3.31 | 0.02 | 6.28 | 1.90 | 5 |
6 | DENSE | 16384 | 4096 | 4.00 | 8.63 | 0.07 | 20.24 | 2.34 | 0 |
7 | DENSE | 16384 | 4096 | 4.00 | 9.37 | 0.05 | 17.34 | 1.85 | 0 |
10 | DENSE | 12288 | 4096 | 3.00 | 3.69 | 0.01 | 7.61 | 2.06 | 0 |
11 | DENSE | 4096 | 4096 | 1.00 | 4.00 | 0.02 | 5.29 | 1.32 | 5 |
12 | DENSE | 16384 | 4096 | 4.00 | 2.93 | 0.01 | 7.99 | 2.73 | 0 |
13 | DENSE | 16384 | 4096 | 4.00 | 6.80 | 0.07 | 13.79 | 2.03 | 0 |
16 | DENSE | 12288 | 4096 | 3.00 | 3.50 | 0.02 | 7.16 | 2.04 | 0 |
17 | DENSE | 4096 | 4096 | 1.00 | 3.87 | 0.02 | 5.72 | 1.48 | 4 |
18 | DENSE | 16384 | 4096 | 4.00 | 2.85 | 0.02 | 7.16 | 2.51 | 0 |
19 | DENSE | 16384 | 4096 | 4.00 | 3.96 | 0.02 | 7.46 | 1.88 | 0 |
22 | DENSE | 12288 | 4096 | 3.00 | 3.27 | 0.02 | 6.52 | 1.99 | 0 |
23 | DENSE | 4096 | 4096 | 1.00 | 4.02 | 0.02 | 5.61 | 1.39 | 4 |
24 | DENSE | 16384 | 4096 | 4.00 | 3.02 | 0.01 | 7.77 | 2.57 | 0 |
25 | DENSE | 16384 | 4096 | 4.00 | 3.56 | 0.01 | 7.57 | 2.12 | 0 |
28 | DENSE | 12288 | 4096 | 3.00 | 4.64 | 0.04 | 9.47 | 2.04 | 0 |
29 | DENSE | 4096 | 4096 | 1.00 | 5.41 | 0.05 | 7.43 | 1.37 | 5 |
30 | DENSE | 16384 | 4096 | 4.00 | 3.11 | 0.01 | 7.90 | 2.54 | 0 |
31 | DENSE | 16384 | 4096 | 4.00 | 3.32 | 0.01 | 7.29 | 2.20 | 0 |
34 | DENSE | 12288 | 4096 | 3.00 | 4.01 | 0.03 | 8.44 | 2.10 | 0 |
35 | DENSE | 4096 | 4096 | 1.00 | 4.56 | 0.04 | 6.40 | 1.40 | 4 |
36 | DENSE | 16384 | 4096 | 4.00 | 3.06 | 0.01 | 7.66 | 2.50 | 0 |
37 | DENSE | 16384 | 4096 | 4.00 | 3.24 | 0.01 | 7.10 | 2.19 | 0 |
40 | DENSE | 12288 | 4096 | 3.00 | 4.48 | 0.03 | 9.65 | 2.16 | 0 |
41 | DENSE | 4096 | 4096 | 1.00 | 4.95 | 0.04 | 6.71 | 1.36 | 4 |
42 | DENSE | 16384 | 4096 | 4.00 | 3.04 | 0.01 | 7.66 | 2.52 | 0 |
43 | DENSE | 16384 | 4096 | 4.00 | 3.22 | 0.01 | 6.83 | 2.12 | 0 |
46 | DENSE | 12288 | 4096 | 3.00 | 4.80 | 0.05 | 10.22 | 2.13 | 0 |
47 | DENSE | 4096 | 4096 | 1.00 | 5.86 | 0.05 | 8.00 | 1.36 | 3 |
48 | DENSE | 16384 | 4096 | 4.00 | 3.10 | 0.01 | 7.74 | 2.50 | 0 |
49 | DENSE | 16384 | 4096 | 4.00 | 3.15 | 0.01 | 5.85 | 1.86 | 0 |
52 | DENSE | 12288 | 4096 | 3.00 | 4.76 | 0.03 | 9.95 | 2.09 | 0 |
53 | DENSE | 4096 | 4096 | 1.00 | 3.30 | 0.07 | 3.94 | 1.19 | 4 |
54 | DENSE | 16384 | 4096 | 4.00 | 3.07 | 0.01 | 7.66 | 2.49 | 0 |
55 | DENSE | 16384 | 4096 | 4.00 | 3.18 | 0.02 | 5.66 | 1.78 | 0 |
58 | DENSE | 12288 | 4096 | 3.00 | 3.38 | 0.02 | 7.22 | 2.14 | 0 |
59 | DENSE | 4096 | 4096 | 1.00 | 4.93 | 0.06 | 6.09 | 1.24 | 4 |
60 | DENSE | 16384 | 4096 | 4.00 | 3.02 | 0.01 | 7.50 | 2.49 | 0 |
61 | DENSE | 16384 | 4096 | 4.00 | 3.04 | 0.01 | 5.45 | 1.79 | 0 |
64 | DENSE | 12288 | 4096 | 3.00 | 3.59 | 0.01 | 8.09 | 2.25 | 0 |
65 | DENSE | 4096 | 4096 | 1.00 | 4.27 | 0.06 | 5.14 | 1.20 | 2 |
66 | DENSE | 16384 | 4096 | 4.00 | 3.07 | 0.03 | 7.61 | 2.48 | 0 |
67 | DENSE | 16384 | 4096 | 4.00 | 3.26 | 0.01 | 5.72 | 1.76 | 0 |
70 | DENSE | 12288 | 4096 | 3.00 | 3.40 | 0.01 | 8.23 | 2.42 | 0 |
71 | DENSE | 4096 | 4096 | 1.00 | 4.08 | 0.05 | 4.65 | 1.14 | 3 |
72 | DENSE | 16384 | 4096 | 4.00 | 3.00 | 0.02 | 7.49 | 2.50 | 0 |
73 | DENSE | 16384 | 4096 | 4.00 | 3.10 | 0.01 | 5.49 | 1.77 | 0 |
76 | DENSE | 12288 | 4096 | 3.00 | 3.20 | 0.02 | 7.61 | 2.38 | 0 |
77 | DENSE | 4096 | 4096 | 1.00 | 3.81 | 0.06 | 4.47 | 1.17 | 4 |
78 | DENSE | 16384 | 4096 | 4.00 | 3.03 | 0.02 | 7.49 | 2.48 | 0 |
79 | DENSE | 16384 | 4096 | 4.00 | 3.29 | 0.01 | 5.75 | 1.75 | 0 |
82 | DENSE | 12288 | 4096 | 3.00 | 3.06 | 0.01 | 7.53 | 2.46 | 0 |
83 | DENSE | 4096 | 4096 | 1.00 | 3.70 | 0.06 | 4.07 | 1.10 | 3 |
84 | DENSE | 16384 | 4096 | 4.00 | 3.05 | 0.03 | 7.48 | 2.45 | 0 |
85 | DENSE | 16384 | 4096 | 4.00 | 3.47 | 0.01 | 6.37 | 1.84 | 0 |
88 | DENSE | 12288 | 4096 | 3.00 | 3.08 | 0.02 | 7.86 | 2.55 | 0 |
89 | DENSE | 4096 | 4096 | 1.00 | 11.11 | 0.07 | 11.28 | 1.02 | 3 |
90 | DENSE | 16384 | 4096 | 4.00 | 2.90 | 0.03 | 7.08 | 2.44 | 0 |
91 | DENSE | 16384 | 4096 | 4.00 | 3.24 | 0.01 | 5.71 | 1.76 | 0 |
94 | DENSE | 12288 | 4096 | 3.00 | 3.09 | 0.01 | 7.93 | 2.57 | 0 |
95 | DENSE | 4096 | 4096 | 1.00 | 9.02 | 0.05 | 10.36 | 1.15 | 3 |
96 | DENSE | 16384 | 4096 | 4.00 | 2.98 | 0.03 | 7.36 | 2.47 | 0 |
97 | DENSE | 16384 | 4096 | 4.00 | 3.24 | 0.01 | 5.75 | 1.77 | 0 |
100 | DENSE | 12288 | 4096 | 3.00 | 2.95 | 0.02 | 8.14 | 2.76 | 0 |
101 | DENSE | 4096 | 4096 | 1.00 | 4.25 | 0.05 | 4.64 | 1.09 | 4 |
102 | DENSE | 16384 | 4096 | 4.00 | 2.92 | 0.03 | 7.13 | 2.44 | 0 |
103 | DENSE | 16384 | 4096 | 4.00 | 3.34 | 0.01 | 5.86 | 1.75 | 0 |
106 | DENSE | 12288 | 4096 | 3.00 | 2.70 | 0.01 | 7.81 | 2.90 | 0 |
107 | DENSE | 4096 | 4096 | 1.00 | 8.32 | 0.04 | 9.32 | 1.12 | 4 |
108 | DENSE | 16384 | 4096 | 4.00 | 3.00 | 0.03 | 7.42 | 2.48 | 0 |
109 | DENSE | 16384 | 4096 | 4.00 | 3.35 | 0.01 | 6.02 | 1.79 | 0 |
112 | DENSE | 12288 | 4096 | 3.00 | 2.72 | 0.03 | 8.01 | 2.94 | 0 |
113 | DENSE | 4096 | 4096 | 1.00 | 9.19 | 0.02 | 10.34 | 1.13 | 3 |
114 | DENSE | 16384 | 4096 | 4.00 | 3.01 | 0.03 | 7.49 | 2.49 | 0 |
115 | DENSE | 16384 | 4096 | 4.00 | 3.83 | 0.01 | 6.72 | 1.76 | 0 |
118 | DENSE | 12288 | 4096 | 3.00 | 2.63 | 0.02 | 7.90 | 3.00 | 0 |
119 | DENSE | 4096 | 4096 | 1.00 | 6.27 | 0.04 | 7.50 | 1.20 | 3 |
120 | DENSE | 16384 | 4096 | 4.00 | 3.05 | 0.03 | 7.55 | 2.47 | 0 |
121 | DENSE | 16384 | 4096 | 4.00 | 3.66 | 0.01 | 6.71 | 1.83 | 0 |
124 | DENSE | 12288 | 4096 | 3.00 | 2.58 | 0.03 | 7.85 | 3.05 | 0 |
125 | DENSE | 4096 | 4096 | 1.00 | 7.56 | 0.04 | 9.43 | 1.25 | 4 |
126 | DENSE | 16384 | 4096 | 4.00 | 3.02 | 0.03 | 7.41 | 2.45 | 0 |
127 | DENSE | 16384 | 4096 | 4.00 | 4.33 | 0.02 | 7.37 | 1.70 | 0 |
130 | DENSE | 12288 | 4096 | 3.00 | 2.08 | 0.03 | 6.43 | 3.09 | 0 |
131 | DENSE | 4096 | 4096 | 1.00 | 10.24 | 0.04 | 10.39 | 1.01 | 4 |
132 | DENSE | 16384 | 4096 | 4.00 | 3.06 | 0.03 | 7.56 | 2.47 | 0 |
133 | DENSE | 16384 | 4096 | 4.00 | 4.69 | 0.01 | 8.24 | 1.76 | 0 |
136 | DENSE | 12288 | 4096 | 3.00 | 2.15 | 0.02 | 6.78 | 3.16 | 0 |
137 | DENSE | 4096 | 4096 | 1.00 | 7.69 | 0.03 | 7.33 | 0.95 | 3 |
138 | DENSE | 16384 | 4096 | 4.00 | 3.37 | 0.03 | 8.34 | 2.47 | 0 |
139 | DENSE | 16384 | 4096 | 4.00 | 5.55 | 0.01 | 9.33 | 1.68 | 0 |
142 | DENSE | 12288 | 4096 | 3.00 | 2.40 | 0.03 | 7.54 | 3.15 | 0 |
143 | DENSE | 4096 | 4096 | 1.00 | 18.04 | 0.06 | 13.44 | 0.75 | 3 |
144 | DENSE | 16384 | 4096 | 4.00 | 3.20 | 0.04 | 7.90 | 2.47 | 0 |
145 | DENSE | 16384 | 4096 | 4.00 | 5.93 | 0.01 | 10.08 | 1.70 | 0 |
148 | DENSE | 12288 | 4096 | 3.00 | 2.05 | 0.03 | 6.45 | 3.14 | 0 |
149 | DENSE | 4096 | 4096 | 1.00 | 13.72 | 0.03 | 11.21 | 0.82 | 3 |
150 | DENSE | 16384 | 4096 | 4.00 | 3.23 | 0.04 | 7.94 | 2.46 | 0 |
151 | DENSE | 16384 | 4096 | 4.00 | 6.44 | 0.02 | 10.66 | 1.65 | 0 |
154 | DENSE | 12288 | 4096 | 3.00 | 2.44 | 0.03 | 7.69 | 3.16 | 0 |
155 | DENSE | 4096 | 4096 | 1.00 | 16.76 | 0.06 | 12.91 | 0.77 | 3 |
156 | DENSE | 16384 | 4096 | 4.00 | 3.45 | 0.04 | 8.47 | 2.45 | 0 |
157 | DENSE | 16384 | 4096 | 4.00 | 6.27 | 0.01 | 10.16 | 1.62 | 0 |
160 | DENSE | 12288 | 4096 | 3.00 | 2.02 | 0.04 | 6.31 | 3.12 | 0 |
161 | DENSE | 4096 | 4096 | 1.00 | 8.26 | 0.04 | 6.76 | 0.82 | 4 |
162 | DENSE | 16384 | 4096 | 4.00 | 3.40 | 0.04 | 8.26 | 2.43 | 0 |
163 | DENSE | 16384 | 4096 | 4.00 | 6.73 | 0.02 | 10.60 | 1.58 | 0 |
166 | DENSE | 12288 | 4096 | 3.00 | 2.64 | 0.04 | 8.21 | 3.11 | 0 |
167 | DENSE | 4096 | 4096 | 1.00 | 10.94 | 0.05 | 10.43 | 0.95 | 3 |
168 | DENSE | 16384 | 4096 | 4.00 | 5.09 | 0.04 | 12.36 | 2.43 | 0 |
169 | DENSE | 16384 | 4096 | 4.00 | 6.39 | 0.02 | 10.13 | 1.59 | 0 |
172 | DENSE | 12288 | 4096 | 3.00 | 2.54 | 0.04 | 7.87 | 3.10 | 0 |
173 | DENSE | 4096 | 4096 | 1.00 | 7.47 | 0.04 | 6.91 | 0.93 | 4 |
174 | DENSE | 16384 | 4096 | 4.00 | 4.62 | 0.03 | 11.21 | 2.42 | 0 |
175 | DENSE | 16384 | 4096 | 4.00 | 5.69 | 0.01 | 10.08 | 1.77 | 0 |
178 | DENSE | 12288 | 4096 | 3.00 | 2.04 | 0.04 | 6.29 | 3.08 | 0 |
179 | DENSE | 4096 | 4096 | 1.00 | 7.66 | 0.03 | 8.06 | 1.05 | 3 |
180 | DENSE | 16384 | 4096 | 4.00 | 4.96 | 0.03 | 12.06 | 2.43 | 0 |
181 | DENSE | 16384 | 4096 | 4.00 | 5.51 | 0.01 | 9.63 | 1.75 | 0 |
184 | DENSE | 12288 | 4096 | 3.00 | 2.72 | 0.05 | 8.46 | 3.11 | 0 |
185 | DENSE | 4096 | 4096 | 1.00 | 9.04 | 0.05 | 9.64 | 1.07 | 3 |
186 | DENSE | 16384 | 4096 | 4.00 | 4.85 | 0.02 | 11.85 | 2.44 | 0 |
187 | DENSE | 16384 | 4096 | 4.00 | 4.80 | 0.01 | 9.03 | 1.88 | 0 |
190 | DENSE | 12288 | 4096 | 3.00 | 2.58 | 0.05 | 8.13 | 3.15 | 0 |
191 | DENSE | 4096 | 4096 | 1.00 | 4.78 | 0.06 | 7.74 | 1.62 | 3 |
192 | DENSE | 16384 | 4096 | 4.00 | 3.05 | 0.03 | 7.75 | 2.54 | 0 |
193 | DENSE | 16384 | 4096 | 4.00 | 3.67 | 0.03 | 10.24 | 2.79 | 0 |