Find this model in the OPT model summary
Model source: https://huggingface.co/facebook/opt-350m
layer_type | N | M | Q | alpha | D | alpha-hat | log_SN | rank_loss | |
---|---|---|---|---|---|---|---|---|---|
layer_id | |||||||||
2 | DENSE | 2050 | 2048 | 1.00 | 3.04 | 0.08 | 6.15 | 2.02 | 10 |
4 | DENSE | 2048 | 2048 | 1.00 | 2.94 | 0.03 | 4.25 | 1.44 | 4 |
5 | DENSE | 2048 | 2048 | 1.00 | 5.81 | 0.04 | -0.70 | -0.12 | 7 |
6 | DENSE | 2048 | 2048 | 1.00 | 3.29 | 0.03 | 3.87 | 1.18 | 4 |
7 | DENSE | 2048 | 2048 | 1.00 | 3.10 | 0.08 | 5.88 | 1.90 | 9 |
9 | DENSE | 8192 | 2048 | 4.00 | 4.52 | 0.04 | 9.47 | 2.10 | 0 |
10 | DENSE | 8192 | 2048 | 4.00 | 4.79 | 0.06 | 9.43 | 1.97 | 0 |
12 | DENSE | 2048 | 2048 | 1.00 | 1.78 | 0.03 | 4.12 | 2.31 | 12 |
13 | DENSE | 2048 | 2048 | 1.00 | 2.85 | 0.02 | 2.38 | 0.83 | 5 |
14 | DENSE | 2048 | 2048 | 1.00 | 2.03 | 0.04 | 4.68 | 2.31 | 15 |
15 | DENSE | 2048 | 2048 | 1.00 | 2.28 | 0.02 | 4.85 | 2.13 | 8 |
17 | DENSE | 8192 | 2048 | 4.00 | 3.91 | 0.05 | 9.05 | 2.32 | 0 |
18 | DENSE | 8192 | 2048 | 4.00 | 4.34 | 0.03 | 9.16 | 2.11 | 0 |
20 | DENSE | 2048 | 2048 | 1.00 | 2.13 | 0.02 | 4.84 | 2.28 | 15 |
21 | DENSE | 2048 | 2048 | 1.00 | 2.67 | 0.04 | 2.65 | 0.99 | 4 |
22 | DENSE | 2048 | 2048 | 1.00 | 2.20 | 0.02 | 4.95 | 2.25 | 17 |
23 | DENSE | 2048 | 2048 | 1.00 | 2.51 | 0.03 | 3.95 | 1.58 | 6 |
25 | DENSE | 8192 | 2048 | 4.00 | 3.61 | 0.03 | 8.87 | 2.46 | 0 |
26 | DENSE | 8192 | 2048 | 4.00 | 4.51 | 0.03 | 9.17 | 2.04 | 0 |
28 | DENSE | 2048 | 2048 | 1.00 | 2.43 | 0.03 | 4.37 | 1.80 | 16 |
29 | DENSE | 2048 | 2048 | 1.00 | 2.80 | 0.05 | 2.21 | 0.79 | 3 |
30 | DENSE | 2048 | 2048 | 1.00 | 2.38 | 0.02 | 4.32 | 1.82 | 22 |
31 | DENSE | 2048 | 2048 | 1.00 | 3.09 | 0.04 | 3.69 | 1.19 | 5 |
33 | DENSE | 8192 | 2048 | 4.00 | 3.29 | 0.02 | 8.18 | 2.49 | 0 |
34 | DENSE | 8192 | 2048 | 4.00 | 5.31 | 0.04 | 10.47 | 1.97 | 0 |
36 | DENSE | 2048 | 2048 | 1.00 | 2.83 | 0.04 | 4.85 | 1.71 | 15 |
37 | DENSE | 2048 | 2048 | 1.00 | 2.74 | 0.05 | 2.24 | 0.82 | 4 |
38 | DENSE | 2048 | 2048 | 1.00 | 2.62 | 0.02 | 4.83 | 1.84 | 23 |
39 | DENSE | 2048 | 2048 | 1.00 | 3.47 | 0.04 | 3.50 | 1.01 | 5 |
41 | DENSE | 8192 | 2048 | 4.00 | 3.14 | 0.02 | 7.54 | 2.40 | 0 |
42 | DENSE | 8192 | 2048 | 4.00 | 6.01 | 0.04 | 10.94 | 1.82 | 0 |
44 | DENSE | 2048 | 2048 | 1.00 | 2.24 | 0.03 | 3.83 | 1.71 | 16 |
45 | DENSE | 2048 | 2048 | 1.00 | 2.96 | 0.05 | 2.42 | 0.82 | 3 |
46 | DENSE | 2048 | 2048 | 1.00 | 2.38 | 0.02 | 4.75 | 1.99 | 17 |
47 | DENSE | 2048 | 2048 | 1.00 | 3.51 | 0.04 | 3.17 | 0.90 | 3 |
49 | DENSE | 8192 | 2048 | 4.00 | 3.11 | 0.02 | 7.27 | 2.34 | 0 |
50 | DENSE | 8192 | 2048 | 4.00 | 6.19 | 0.03 | 10.41 | 1.68 | 0 |
52 | DENSE | 2048 | 2048 | 1.00 | 2.58 | 0.02 | 5.07 | 1.96 | 9 |
53 | DENSE | 2048 | 2048 | 1.00 | 3.97 | 0.05 | 3.03 | 0.76 | 4 |
54 | DENSE | 2048 | 2048 | 1.00 | 2.50 | 0.02 | 4.90 | 1.96 | 7 |
55 | DENSE | 2048 | 2048 | 1.00 | 5.06 | 0.04 | 4.10 | 0.81 | 3 |
57 | DENSE | 8192 | 2048 | 4.00 | 3.07 | 0.02 | 7.17 | 2.33 | 0 |
58 | DENSE | 8192 | 2048 | 4.00 | 5.34 | 0.02 | 8.61 | 1.61 | 0 |
60 | DENSE | 2048 | 2048 | 1.00 | 2.73 | 0.02 | 5.38 | 1.97 | 6 |
61 | DENSE | 2048 | 2048 | 1.00 | 4.76 | 0.07 | 3.06 | 0.64 | 3 |
62 | DENSE | 2048 | 2048 | 1.00 | 2.62 | 0.03 | 4.75 | 1.81 | 6 |
63 | DENSE | 2048 | 2048 | 1.00 | 3.14 | 0.06 | 1.58 | 0.50 | 5 |
65 | DENSE | 8192 | 2048 | 4.00 | 2.98 | 0.01 | 7.02 | 2.36 | 0 |
66 | DENSE | 8192 | 2048 | 4.00 | 4.57 | 0.01 | 7.29 | 1.59 | 0 |
68 | DENSE | 2048 | 2048 | 1.00 | 2.87 | 0.02 | 5.77 | 2.01 | 5 |
69 | DENSE | 2048 | 2048 | 1.00 | 3.97 | 0.04 | 2.66 | 0.67 | 4 |
70 | DENSE | 2048 | 2048 | 1.00 | 2.55 | 0.03 | 4.29 | 1.68 | 5 |
71 | DENSE | 2048 | 2048 | 1.00 | 4.15 | 0.04 | 2.07 | 0.50 | 3 |
73 | DENSE | 8192 | 2048 | 4.00 | 3.26 | 0.02 | 7.69 | 2.36 | 0 |
74 | DENSE | 8192 | 2048 | 4.00 | 4.18 | 0.01 | 6.70 | 1.60 | 0 |
76 | DENSE | 2048 | 2048 | 1.00 | 2.63 | 0.02 | 5.23 | 1.99 | 3 |
77 | DENSE | 2048 | 2048 | 1.00 | 4.00 | 0.04 | 2.73 | 0.68 | 3 |
78 | DENSE | 2048 | 2048 | 1.00 | 2.30 | 0.05 | 3.80 | 1.65 | 3 |
79 | DENSE | 2048 | 2048 | 1.00 | 4.35 | 0.04 | 3.11 | 0.71 | 4 |
81 | DENSE | 8192 | 2048 | 4.00 | 3.37 | 0.02 | 7.84 | 2.33 | 0 |
82 | DENSE | 8192 | 2048 | 4.00 | 3.90 | 0.02 | 6.24 | 1.60 | 0 |
84 | DENSE | 2048 | 2048 | 1.00 | 2.87 | 0.02 | 5.56 | 1.94 | 2 |
85 | DENSE | 2048 | 2048 | 1.00 | 3.99 | 0.06 | 2.88 | 0.72 | 4 |
86 | DENSE | 2048 | 2048 | 1.00 | 2.74 | 0.06 | 4.24 | 1.55 | 3 |
87 | DENSE | 2048 | 2048 | 1.00 | 5.64 | 0.04 | 4.35 | 0.77 | 3 |
89 | DENSE | 8192 | 2048 | 4.00 | 3.53 | 0.01 | 8.20 | 2.32 | 0 |
90 | DENSE | 8192 | 2048 | 4.00 | 3.78 | 0.02 | 6.29 | 1.66 | 0 |
92 | DENSE | 2048 | 2048 | 1.00 | 2.87 | 0.02 | 5.38 | 1.87 | 3 |
93 | DENSE | 2048 | 2048 | 1.00 | 3.67 | 0.04 | 2.88 | 0.78 | 3 |
94 | DENSE | 2048 | 2048 | 1.00 | 2.64 | 0.05 | 3.90 | 1.48 | 3 |
95 | DENSE | 2048 | 2048 | 1.00 | 5.65 | 0.04 | 4.29 | 0.76 | 3 |
97 | DENSE | 8192 | 2048 | 4.00 | 3.54 | 0.01 | 8.20 | 2.32 | 0 |
98 | DENSE | 8192 | 2048 | 4.00 | 3.77 | 0.02 | 6.18 | 1.64 | 0 |
100 | DENSE | 2048 | 2048 | 1.00 | 2.73 | 0.02 | 5.31 | 1.95 | 4 |
101 | DENSE | 2048 | 2048 | 1.00 | 3.23 | 0.05 | 2.70 | 0.83 | 4 |
102 | DENSE | 2048 | 2048 | 1.00 | 2.66 | 0.06 | 3.93 | 1.48 | 4 |
103 | DENSE | 2048 | 2048 | 1.00 | 3.60 | 0.06 | 2.58 | 0.72 | 4 |
105 | DENSE | 8192 | 2048 | 4.00 | 3.45 | 0.02 | 7.90 | 2.29 | 0 |
106 | DENSE | 8192 | 2048 | 4.00 | 3.74 | 0.02 | 6.47 | 1.73 | 0 |
108 | DENSE | 2048 | 2048 | 1.00 | 2.55 | 0.02 | 5.06 | 1.98 | 3 |
109 | DENSE | 2048 | 2048 | 1.00 | 2.76 | 0.05 | 2.30 | 0.83 | 3 |
110 | DENSE | 2048 | 2048 | 1.00 | 3.10 | 0.05 | 4.53 | 1.46 | 3 |
111 | DENSE | 2048 | 2048 | 1.00 | 6.84 | 0.08 | 4.54 | 0.66 | 3 |
113 | DENSE | 8192 | 2048 | 4.00 | 3.32 | 0.02 | 7.65 | 2.31 | 0 |
114 | DENSE | 8192 | 2048 | 4.00 | 4.17 | 0.02 | 6.81 | 1.63 | 0 |
116 | DENSE | 2048 | 2048 | 1.00 | 2.88 | 0.02 | 5.45 | 1.89 | 3 |
117 | DENSE | 2048 | 2048 | 1.00 | 2.79 | 0.05 | 2.65 | 0.95 | 3 |
118 | DENSE | 2048 | 2048 | 1.00 | 2.69 | 0.05 | 3.83 | 1.43 | 3 |
119 | DENSE | 2048 | 2048 | 1.00 | 3.49 | 0.07 | 2.60 | 0.74 | 3 |
121 | DENSE | 8192 | 2048 | 4.00 | 3.34 | 0.02 | 7.80 | 2.34 | 0 |
122 | DENSE | 8192 | 2048 | 4.00 | 4.34 | 0.03 | 6.66 | 1.53 | 0 |
124 | DENSE | 2048 | 2048 | 1.00 | 3.13 | 0.03 | 5.47 | 1.75 | 3 |
125 | DENSE | 2048 | 2048 | 1.00 | 2.70 | 0.06 | 2.65 | 0.98 | 3 |
126 | DENSE | 2048 | 2048 | 1.00 | 3.11 | 0.05 | 4.44 | 1.43 | 3 |
127 | DENSE | 2048 | 2048 | 1.00 | 2.89 | 0.07 | 2.38 | 0.82 | 3 |
129 | DENSE | 8192 | 2048 | 4.00 | 3.58 | 0.01 | 8.41 | 2.35 | 0 |
130 | DENSE | 8192 | 2048 | 4.00 | 4.36 | 0.03 | 6.71 | 1.54 | 0 |
132 | DENSE | 2048 | 2048 | 1.00 | 2.78 | 0.02 | 5.17 | 1.86 | 3 |
133 | DENSE | 2048 | 2048 | 1.00 | 3.22 | 0.06 | 2.94 | 0.91 | 2 |
134 | DENSE | 2048 | 2048 | 1.00 | 2.73 | 0.04 | 3.79 | 1.39 | 4 |
135 | DENSE | 2048 | 2048 | 1.00 | 7.83 | 0.06 | 7.24 | 0.93 | 3 |
137 | DENSE | 8192 | 2048 | 4.00 | 3.59 | 0.01 | 8.57 | 2.39 | 0 |
138 | DENSE | 8192 | 2048 | 4.00 | 4.89 | 0.02 | 7.58 | 1.55 | 0 |
140 | DENSE | 2048 | 2048 | 1.00 | 2.68 | 0.02 | 4.92 | 1.84 | 3 |
141 | DENSE | 2048 | 2048 | 1.00 | 6.59 | 0.07 | 5.49 | 0.83 | 3 |
142 | DENSE | 2048 | 2048 | 1.00 | 2.48 | 0.05 | 3.50 | 1.41 | 2 |
143 | DENSE | 2048 | 2048 | 1.00 | 3.90 | 0.05 | 4.12 | 1.06 | 4 |
145 | DENSE | 8192 | 2048 | 4.00 | 3.57 | 0.01 | 8.65 | 2.42 | 0 |
146 | DENSE | 8192 | 2048 | 4.00 | 5.04 | 0.02 | 7.98 | 1.58 | 0 |
148 | DENSE | 2048 | 2048 | 1.00 | 2.56 | 0.02 | 4.38 | 1.71 | 2 |
149 | DENSE | 2048 | 2048 | 1.00 | 14.35 | 0.07 | 10.13 | 0.71 | 2 |
150 | DENSE | 2048 | 2048 | 1.00 | 2.60 | 0.05 | 3.69 | 1.42 | 3 |
151 | DENSE | 2048 | 2048 | 1.00 | 6.04 | 0.05 | 6.51 | 1.08 | 3 |
153 | DENSE | 8192 | 2048 | 4.00 | 3.58 | 0.01 | 8.69 | 2.43 | 0 |
154 | DENSE | 8192 | 2048 | 4.00 | 4.75 | 0.03 | 7.45 | 1.57 | 0 |
156 | DENSE | 2048 | 2048 | 1.00 | 2.77 | 0.02 | 4.78 | 1.72 | 3 |
157 | DENSE | 2048 | 2048 | 1.00 | 15.71 | 0.07 | 13.08 | 0.83 | 3 |
158 | DENSE | 2048 | 2048 | 1.00 | 2.77 | 0.03 | 4.11 | 1.48 | 2 |
159 | DENSE | 2048 | 2048 | 1.00 | 7.89 | 0.05 | 9.29 | 1.18 | 2 |
161 | DENSE | 8192 | 2048 | 4.00 | 3.57 | 0.01 | 8.79 | 2.46 | 0 |
162 | DENSE | 8192 | 2048 | 4.00 | 5.28 | 0.03 | 8.30 | 1.57 | 0 |
164 | DENSE | 2048 | 2048 | 1.00 | 3.47 | 0.04 | 6.31 | 1.82 | 3 |
165 | DENSE | 2048 | 2048 | 1.00 | 3.35 | 0.10 | 3.21 | 0.96 | 3 |
166 | DENSE | 2048 | 2048 | 1.00 | 2.60 | 0.03 | 3.89 | 1.50 | 3 |
167 | DENSE | 2048 | 2048 | 1.00 | 4.40 | 0.09 | 5.99 | 1.36 | 2 |
169 | DENSE | 8192 | 2048 | 4.00 | 3.52 | 0.01 | 8.78 | 2.49 | 0 |
170 | DENSE | 8192 | 2048 | 4.00 | 5.18 | 0.02 | 7.74 | 1.49 | 0 |
172 | DENSE | 2048 | 2048 | 1.00 | 3.17 | 0.05 | 5.27 | 1.66 | 2 |
173 | DENSE | 2048 | 2048 | 1.00 | 6.35 | 0.09 | 6.01 | 0.95 | 2 |
174 | DENSE | 2048 | 2048 | 1.00 | 3.29 | 0.03 | 5.20 | 1.58 | 3 |
175 | DENSE | 2048 | 2048 | 1.00 | 7.01 | 0.06 | 9.33 | 1.33 | 2 |
177 | DENSE | 8192 | 2048 | 4.00 | 3.58 | 0.01 | 8.99 | 2.51 | 0 |
178 | DENSE | 8192 | 2048 | 4.00 | 4.99 | 0.03 | 7.75 | 1.55 | 0 |
180 | DENSE | 2048 | 2048 | 1.00 | 3.62 | 0.04 | 8.34 | 2.30 | 2 |
181 | DENSE | 2048 | 2048 | 1.00 | 4.37 | 0.11 | 4.29 | 0.98 | 2 |
182 | DENSE | 2048 | 2048 | 1.00 | 3.45 | 0.04 | 7.08 | 2.05 | 2 |
183 | DENSE | 2048 | 2048 | 1.00 | 5.65 | 0.05 | 8.97 | 1.59 | 2 |
185 | DENSE | 8192 | 2048 | 4.00 | 3.69 | 0.01 | 9.23 | 2.50 | 0 |
186 | DENSE | 8192 | 2048 | 4.00 | 4.49 | 0.03 | 8.77 | 1.95 | 0 |
188 | DENSE | 2048 | 2048 | 1.00 | 2.91 | 0.04 | 9.59 | 3.30 | 5 |
189 | DENSE | 2048 | 2048 | 1.00 | 4.52 | 0.10 | 3.66 | 0.81 | 3 |
190 | DENSE | 2048 | 2048 | 1.00 | 1.90 | 0.05 | 7.07 | 3.71 | 2 |
191 | DENSE | 2048 | 2048 | 1.00 | 4.13 | 0.08 | 6.81 | 1.65 | 2 |
193 | DENSE | 8192 | 2048 | 4.00 | 3.96 | 0.03 | 10.59 | 2.67 | 0 |
194 | DENSE | 8192 | 2048 | 4.00 | 5.52 | 0.02 | 9.69 | 1.76 | 0 |