Robotics
liujiting commited on
Commit
a748548
·
verified ·
1 Parent(s): df4145e

Add pi0 LIBERO 95K adapter

Browse files

Add the evaluated 95,000-step pi0 LIBERO checkpoint, metadata, and normalization assets. Uploaded from the local Mac; existing adapters are preserved.

adapters/pi0-libero/adapter.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f8afd9d09bfffdfe1eb295d5d054c2ee7c90bb7cc83e68657a02b433a11c42e5
3
+ size 2872729056
adapters/pi0-libero/assets/physical-intelligence/libero/norm_stats.json ADDED
@@ -0,0 +1,280 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "norm_stats": {
3
+ "state": {
4
+ "mean": [
5
+ -0.04651923477649689,
6
+ 0.0344090573489666,
7
+ 0.7645514011383057,
8
+ 2.972278594970703,
9
+ -0.22047118842601776,
10
+ -0.1255793273448944,
11
+ 0.02691420540213585,
12
+ -0.02719055861234665,
13
+ 0.0,
14
+ 0.0,
15
+ 0.0,
16
+ 0.0,
17
+ 0.0,
18
+ 0.0,
19
+ 0.0,
20
+ 0.0,
21
+ 0.0,
22
+ 0.0,
23
+ 0.0,
24
+ 0.0,
25
+ 0.0,
26
+ 0.0,
27
+ 0.0,
28
+ 0.0,
29
+ 0.0,
30
+ 0.0,
31
+ 0.0,
32
+ 0.0,
33
+ 0.0,
34
+ 0.0,
35
+ 0.0,
36
+ 0.0
37
+ ],
38
+ "std": [
39
+ 0.10494329035282135,
40
+ 0.1517655998468399,
41
+ 0.37852993607521057,
42
+ 0.34392058849334717,
43
+ 0.9069342613220215,
44
+ 0.32539477944374084,
45
+ 0.014175386168062687,
46
+ 0.014057610183954239,
47
+ 0.0,
48
+ 0.0,
49
+ 0.0,
50
+ 0.0,
51
+ 0.0,
52
+ 0.0,
53
+ 0.0,
54
+ 0.0,
55
+ 0.0,
56
+ 0.0,
57
+ 0.0,
58
+ 0.0,
59
+ 0.0,
60
+ 0.0,
61
+ 0.0,
62
+ 0.0,
63
+ 0.0,
64
+ 0.0,
65
+ 0.0,
66
+ 0.0,
67
+ 0.0,
68
+ 0.0,
69
+ 0.0,
70
+ 0.0
71
+ ],
72
+ "q01": [
73
+ -0.3995051383972168,
74
+ -0.2693082094192505,
75
+ 0.038001593202352524,
76
+ 1.5003631114959717,
77
+ -2.7426106929779053,
78
+ -1.0871341228485107,
79
+ 0.0017352000577375293,
80
+ -0.0401744544506073,
81
+ 0.0,
82
+ 0.0,
83
+ 0.0,
84
+ 0.0,
85
+ 0.0,
86
+ 0.0,
87
+ 0.0,
88
+ 0.0,
89
+ 0.0,
90
+ 0.0,
91
+ 0.0,
92
+ 0.0,
93
+ 0.0,
94
+ 0.0,
95
+ 0.0,
96
+ 0.0,
97
+ 0.0,
98
+ 0.0,
99
+ 0.0,
100
+ 0.0,
101
+ 0.0,
102
+ 0.0,
103
+ 0.0,
104
+ 0.0
105
+ ],
106
+ "q99": [
107
+ 0.13490423560142517,
108
+ 0.3355197310447693,
109
+ 1.2660704851150513,
110
+ 3.2705323696136475,
111
+ 2.395353317260742,
112
+ 0.5952153205871582,
113
+ 0.04029460251331329,
114
+ -0.0017878375947475433,
115
+ 0.0,
116
+ 0.0,
117
+ 0.0,
118
+ 0.0,
119
+ 0.0,
120
+ 0.0,
121
+ 0.0,
122
+ 0.0,
123
+ 0.0,
124
+ 0.0,
125
+ 0.0,
126
+ 0.0,
127
+ 0.0,
128
+ 0.0,
129
+ 0.0,
130
+ 0.0,
131
+ 0.0,
132
+ 0.0,
133
+ 0.0,
134
+ 0.0,
135
+ 0.0,
136
+ 0.0,
137
+ 0.0,
138
+ 0.0
139
+ ]
140
+ },
141
+ "actions": {
142
+ "mean": [
143
+ 0.06672363728284836,
144
+ 0.0640098974108696,
145
+ -0.8049505949020386,
146
+ -2.971651315689087,
147
+ 0.2273600548505783,
148
+ 0.11924425512552261,
149
+ -0.034920889884233475,
150
+ 0.0,
151
+ 0.0,
152
+ 0.0,
153
+ 0.0,
154
+ 0.0,
155
+ 0.0,
156
+ 0.0,
157
+ 0.0,
158
+ 0.0,
159
+ 0.0,
160
+ 0.0,
161
+ 0.0,
162
+ 0.0,
163
+ 0.0,
164
+ 0.0,
165
+ 0.0,
166
+ 0.0,
167
+ 0.0,
168
+ 0.0,
169
+ 0.0,
170
+ 0.0,
171
+ 0.0,
172
+ 0.0,
173
+ 0.0,
174
+ 0.0
175
+ ],
176
+ "std": [
177
+ 0.32852721214294434,
178
+ 0.4196377992630005,
179
+ 0.6165080666542053,
180
+ 0.35059410333633423,
181
+ 0.9101384878158569,
182
+ 0.34366512298583984,
183
+ 0.9993900656700134,
184
+ 0.0,
185
+ 0.0,
186
+ 0.0,
187
+ 0.0,
188
+ 0.0,
189
+ 0.0,
190
+ 0.0,
191
+ 0.0,
192
+ 0.0,
193
+ 0.0,
194
+ 0.0,
195
+ 0.0,
196
+ 0.0,
197
+ 0.0,
198
+ 0.0,
199
+ 0.0,
200
+ 0.0,
201
+ 0.0,
202
+ 0.0,
203
+ 0.0,
204
+ 0.0,
205
+ 0.0,
206
+ 0.0,
207
+ 0.0,
208
+ 0.0
209
+ ],
210
+ "q01": [
211
+ -0.715157151222229,
212
+ -0.8906860947608948,
213
+ -2.1054959297180176,
214
+ -3.3144371509552,
215
+ -2.4146196842193604,
216
+ -0.6158495545387268,
217
+ -1.0,
218
+ 0.0,
219
+ 0.0,
220
+ 0.0,
221
+ 0.0,
222
+ 0.0,
223
+ 0.0,
224
+ 0.0,
225
+ 0.0,
226
+ 0.0,
227
+ 0.0,
228
+ 0.0,
229
+ 0.0,
230
+ 0.0,
231
+ 0.0,
232
+ 0.0,
233
+ 0.0,
234
+ 0.0,
235
+ 0.0,
236
+ 0.0,
237
+ 0.0,
238
+ 0.0,
239
+ 0.0,
240
+ 0.0,
241
+ 0.0,
242
+ 0.0
243
+ ],
244
+ "q99": [
245
+ 1.021653413772583,
246
+ 1.0486751794815063,
247
+ 0.7261099815368652,
248
+ -1.490074872970581,
249
+ 2.720211982727051,
250
+ 1.1151012182235718,
251
+ 0.9995999336242676,
252
+ 0.0,
253
+ 0.0,
254
+ 0.0,
255
+ 0.0,
256
+ 0.0,
257
+ 0.0,
258
+ 0.0,
259
+ 0.0,
260
+ 0.0,
261
+ 0.0,
262
+ 0.0,
263
+ 0.0,
264
+ 0.0,
265
+ 0.0,
266
+ 0.0,
267
+ 0.0,
268
+ 0.0,
269
+ 0.0,
270
+ 0.0,
271
+ 0.0,
272
+ 0.0,
273
+ 0.0,
274
+ 0.0,
275
+ 0.0,
276
+ 0.0
277
+ ]
278
+ }
279
+ }
280
+ }
adapters/pi0-libero/metadata.json ADDED
@@ -0,0 +1,1733 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "action_generator_config": {
3
+ "alpha": 32,
4
+ "compute_precision": "bfloat16",
5
+ "d_model": 1024,
6
+ "dim_accumulation": 4,
7
+ "factor_init_std": 0.01,
8
+ "head_dim": 128,
9
+ "input_dim": 2048,
10
+ "num_base_model_layers": 18,
11
+ "num_pg_layers": 6,
12
+ "output_dim": 1024,
13
+ "prefix": "expert.layers.",
14
+ "projections": [
15
+ {
16
+ "factor_geometry": "q",
17
+ "head_dim": 256,
18
+ "in_features": 1024,
19
+ "num_heads": 8,
20
+ "out_features": 2048,
21
+ "suffix": "self_attn.q_proj"
22
+ },
23
+ {
24
+ "factor_geometry": "kv",
25
+ "head_dim": 256,
26
+ "in_features": 1024,
27
+ "num_heads": 1,
28
+ "out_features": 256,
29
+ "suffix": "self_attn.k_proj"
30
+ },
31
+ {
32
+ "factor_geometry": "kv",
33
+ "head_dim": 256,
34
+ "in_features": 1024,
35
+ "num_heads": 1,
36
+ "out_features": 256,
37
+ "suffix": "self_attn.v_proj"
38
+ },
39
+ {
40
+ "factor_geometry": "o",
41
+ "head_dim": 256,
42
+ "in_features": 2048,
43
+ "num_heads": 8,
44
+ "out_features": 1024,
45
+ "suffix": "self_attn.o_proj"
46
+ },
47
+ {
48
+ "factor_geometry": "matrix",
49
+ "head_dim": null,
50
+ "in_features": 1024,
51
+ "num_heads": 1,
52
+ "out_features": 4096,
53
+ "suffix": "mlp.gate_proj"
54
+ },
55
+ {
56
+ "factor_geometry": "matrix",
57
+ "head_dim": null,
58
+ "in_features": 1024,
59
+ "num_heads": 1,
60
+ "out_features": 4096,
61
+ "suffix": "mlp.up_proj"
62
+ },
63
+ {
64
+ "factor_geometry": "matrix",
65
+ "head_dim": null,
66
+ "in_features": 4096,
67
+ "num_heads": 1,
68
+ "out_features": 1024,
69
+ "suffix": "mlp.down_proj"
70
+ }
71
+ ],
72
+ "rank": 32,
73
+ "state_dim": 32,
74
+ "token_dim": 1024
75
+ },
76
+ "action_target_manifest": [
77
+ {
78
+ "in_features": 1024,
79
+ "layer_index": 0,
80
+ "out_features": 2048,
81
+ "suffix": "self_attn.q_proj"
82
+ },
83
+ {
84
+ "in_features": 1024,
85
+ "layer_index": 0,
86
+ "out_features": 256,
87
+ "suffix": "self_attn.k_proj"
88
+ },
89
+ {
90
+ "in_features": 1024,
91
+ "layer_index": 0,
92
+ "out_features": 256,
93
+ "suffix": "self_attn.v_proj"
94
+ },
95
+ {
96
+ "in_features": 2048,
97
+ "layer_index": 0,
98
+ "out_features": 1024,
99
+ "suffix": "self_attn.o_proj"
100
+ },
101
+ {
102
+ "in_features": 1024,
103
+ "layer_index": 0,
104
+ "out_features": 4096,
105
+ "suffix": "mlp.gate_proj"
106
+ },
107
+ {
108
+ "in_features": 1024,
109
+ "layer_index": 0,
110
+ "out_features": 4096,
111
+ "suffix": "mlp.up_proj"
112
+ },
113
+ {
114
+ "in_features": 4096,
115
+ "layer_index": 0,
116
+ "out_features": 1024,
117
+ "suffix": "mlp.down_proj"
118
+ },
119
+ {
120
+ "in_features": 1024,
121
+ "layer_index": 1,
122
+ "out_features": 2048,
123
+ "suffix": "self_attn.q_proj"
124
+ },
125
+ {
126
+ "in_features": 1024,
127
+ "layer_index": 1,
128
+ "out_features": 256,
129
+ "suffix": "self_attn.k_proj"
130
+ },
131
+ {
132
+ "in_features": 1024,
133
+ "layer_index": 1,
134
+ "out_features": 256,
135
+ "suffix": "self_attn.v_proj"
136
+ },
137
+ {
138
+ "in_features": 2048,
139
+ "layer_index": 1,
140
+ "out_features": 1024,
141
+ "suffix": "self_attn.o_proj"
142
+ },
143
+ {
144
+ "in_features": 1024,
145
+ "layer_index": 1,
146
+ "out_features": 4096,
147
+ "suffix": "mlp.gate_proj"
148
+ },
149
+ {
150
+ "in_features": 1024,
151
+ "layer_index": 1,
152
+ "out_features": 4096,
153
+ "suffix": "mlp.up_proj"
154
+ },
155
+ {
156
+ "in_features": 4096,
157
+ "layer_index": 1,
158
+ "out_features": 1024,
159
+ "suffix": "mlp.down_proj"
160
+ },
161
+ {
162
+ "in_features": 1024,
163
+ "layer_index": 2,
164
+ "out_features": 2048,
165
+ "suffix": "self_attn.q_proj"
166
+ },
167
+ {
168
+ "in_features": 1024,
169
+ "layer_index": 2,
170
+ "out_features": 256,
171
+ "suffix": "self_attn.k_proj"
172
+ },
173
+ {
174
+ "in_features": 1024,
175
+ "layer_index": 2,
176
+ "out_features": 256,
177
+ "suffix": "self_attn.v_proj"
178
+ },
179
+ {
180
+ "in_features": 2048,
181
+ "layer_index": 2,
182
+ "out_features": 1024,
183
+ "suffix": "self_attn.o_proj"
184
+ },
185
+ {
186
+ "in_features": 1024,
187
+ "layer_index": 2,
188
+ "out_features": 4096,
189
+ "suffix": "mlp.gate_proj"
190
+ },
191
+ {
192
+ "in_features": 1024,
193
+ "layer_index": 2,
194
+ "out_features": 4096,
195
+ "suffix": "mlp.up_proj"
196
+ },
197
+ {
198
+ "in_features": 4096,
199
+ "layer_index": 2,
200
+ "out_features": 1024,
201
+ "suffix": "mlp.down_proj"
202
+ },
203
+ {
204
+ "in_features": 1024,
205
+ "layer_index": 3,
206
+ "out_features": 2048,
207
+ "suffix": "self_attn.q_proj"
208
+ },
209
+ {
210
+ "in_features": 1024,
211
+ "layer_index": 3,
212
+ "out_features": 256,
213
+ "suffix": "self_attn.k_proj"
214
+ },
215
+ {
216
+ "in_features": 1024,
217
+ "layer_index": 3,
218
+ "out_features": 256,
219
+ "suffix": "self_attn.v_proj"
220
+ },
221
+ {
222
+ "in_features": 2048,
223
+ "layer_index": 3,
224
+ "out_features": 1024,
225
+ "suffix": "self_attn.o_proj"
226
+ },
227
+ {
228
+ "in_features": 1024,
229
+ "layer_index": 3,
230
+ "out_features": 4096,
231
+ "suffix": "mlp.gate_proj"
232
+ },
233
+ {
234
+ "in_features": 1024,
235
+ "layer_index": 3,
236
+ "out_features": 4096,
237
+ "suffix": "mlp.up_proj"
238
+ },
239
+ {
240
+ "in_features": 4096,
241
+ "layer_index": 3,
242
+ "out_features": 1024,
243
+ "suffix": "mlp.down_proj"
244
+ },
245
+ {
246
+ "in_features": 1024,
247
+ "layer_index": 4,
248
+ "out_features": 2048,
249
+ "suffix": "self_attn.q_proj"
250
+ },
251
+ {
252
+ "in_features": 1024,
253
+ "layer_index": 4,
254
+ "out_features": 256,
255
+ "suffix": "self_attn.k_proj"
256
+ },
257
+ {
258
+ "in_features": 1024,
259
+ "layer_index": 4,
260
+ "out_features": 256,
261
+ "suffix": "self_attn.v_proj"
262
+ },
263
+ {
264
+ "in_features": 2048,
265
+ "layer_index": 4,
266
+ "out_features": 1024,
267
+ "suffix": "self_attn.o_proj"
268
+ },
269
+ {
270
+ "in_features": 1024,
271
+ "layer_index": 4,
272
+ "out_features": 4096,
273
+ "suffix": "mlp.gate_proj"
274
+ },
275
+ {
276
+ "in_features": 1024,
277
+ "layer_index": 4,
278
+ "out_features": 4096,
279
+ "suffix": "mlp.up_proj"
280
+ },
281
+ {
282
+ "in_features": 4096,
283
+ "layer_index": 4,
284
+ "out_features": 1024,
285
+ "suffix": "mlp.down_proj"
286
+ },
287
+ {
288
+ "in_features": 1024,
289
+ "layer_index": 5,
290
+ "out_features": 2048,
291
+ "suffix": "self_attn.q_proj"
292
+ },
293
+ {
294
+ "in_features": 1024,
295
+ "layer_index": 5,
296
+ "out_features": 256,
297
+ "suffix": "self_attn.k_proj"
298
+ },
299
+ {
300
+ "in_features": 1024,
301
+ "layer_index": 5,
302
+ "out_features": 256,
303
+ "suffix": "self_attn.v_proj"
304
+ },
305
+ {
306
+ "in_features": 2048,
307
+ "layer_index": 5,
308
+ "out_features": 1024,
309
+ "suffix": "self_attn.o_proj"
310
+ },
311
+ {
312
+ "in_features": 1024,
313
+ "layer_index": 5,
314
+ "out_features": 4096,
315
+ "suffix": "mlp.gate_proj"
316
+ },
317
+ {
318
+ "in_features": 1024,
319
+ "layer_index": 5,
320
+ "out_features": 4096,
321
+ "suffix": "mlp.up_proj"
322
+ },
323
+ {
324
+ "in_features": 4096,
325
+ "layer_index": 5,
326
+ "out_features": 1024,
327
+ "suffix": "mlp.down_proj"
328
+ },
329
+ {
330
+ "in_features": 1024,
331
+ "layer_index": 6,
332
+ "out_features": 2048,
333
+ "suffix": "self_attn.q_proj"
334
+ },
335
+ {
336
+ "in_features": 1024,
337
+ "layer_index": 6,
338
+ "out_features": 256,
339
+ "suffix": "self_attn.k_proj"
340
+ },
341
+ {
342
+ "in_features": 1024,
343
+ "layer_index": 6,
344
+ "out_features": 256,
345
+ "suffix": "self_attn.v_proj"
346
+ },
347
+ {
348
+ "in_features": 2048,
349
+ "layer_index": 6,
350
+ "out_features": 1024,
351
+ "suffix": "self_attn.o_proj"
352
+ },
353
+ {
354
+ "in_features": 1024,
355
+ "layer_index": 6,
356
+ "out_features": 4096,
357
+ "suffix": "mlp.gate_proj"
358
+ },
359
+ {
360
+ "in_features": 1024,
361
+ "layer_index": 6,
362
+ "out_features": 4096,
363
+ "suffix": "mlp.up_proj"
364
+ },
365
+ {
366
+ "in_features": 4096,
367
+ "layer_index": 6,
368
+ "out_features": 1024,
369
+ "suffix": "mlp.down_proj"
370
+ },
371
+ {
372
+ "in_features": 1024,
373
+ "layer_index": 7,
374
+ "out_features": 2048,
375
+ "suffix": "self_attn.q_proj"
376
+ },
377
+ {
378
+ "in_features": 1024,
379
+ "layer_index": 7,
380
+ "out_features": 256,
381
+ "suffix": "self_attn.k_proj"
382
+ },
383
+ {
384
+ "in_features": 1024,
385
+ "layer_index": 7,
386
+ "out_features": 256,
387
+ "suffix": "self_attn.v_proj"
388
+ },
389
+ {
390
+ "in_features": 2048,
391
+ "layer_index": 7,
392
+ "out_features": 1024,
393
+ "suffix": "self_attn.o_proj"
394
+ },
395
+ {
396
+ "in_features": 1024,
397
+ "layer_index": 7,
398
+ "out_features": 4096,
399
+ "suffix": "mlp.gate_proj"
400
+ },
401
+ {
402
+ "in_features": 1024,
403
+ "layer_index": 7,
404
+ "out_features": 4096,
405
+ "suffix": "mlp.up_proj"
406
+ },
407
+ {
408
+ "in_features": 4096,
409
+ "layer_index": 7,
410
+ "out_features": 1024,
411
+ "suffix": "mlp.down_proj"
412
+ },
413
+ {
414
+ "in_features": 1024,
415
+ "layer_index": 8,
416
+ "out_features": 2048,
417
+ "suffix": "self_attn.q_proj"
418
+ },
419
+ {
420
+ "in_features": 1024,
421
+ "layer_index": 8,
422
+ "out_features": 256,
423
+ "suffix": "self_attn.k_proj"
424
+ },
425
+ {
426
+ "in_features": 1024,
427
+ "layer_index": 8,
428
+ "out_features": 256,
429
+ "suffix": "self_attn.v_proj"
430
+ },
431
+ {
432
+ "in_features": 2048,
433
+ "layer_index": 8,
434
+ "out_features": 1024,
435
+ "suffix": "self_attn.o_proj"
436
+ },
437
+ {
438
+ "in_features": 1024,
439
+ "layer_index": 8,
440
+ "out_features": 4096,
441
+ "suffix": "mlp.gate_proj"
442
+ },
443
+ {
444
+ "in_features": 1024,
445
+ "layer_index": 8,
446
+ "out_features": 4096,
447
+ "suffix": "mlp.up_proj"
448
+ },
449
+ {
450
+ "in_features": 4096,
451
+ "layer_index": 8,
452
+ "out_features": 1024,
453
+ "suffix": "mlp.down_proj"
454
+ },
455
+ {
456
+ "in_features": 1024,
457
+ "layer_index": 9,
458
+ "out_features": 2048,
459
+ "suffix": "self_attn.q_proj"
460
+ },
461
+ {
462
+ "in_features": 1024,
463
+ "layer_index": 9,
464
+ "out_features": 256,
465
+ "suffix": "self_attn.k_proj"
466
+ },
467
+ {
468
+ "in_features": 1024,
469
+ "layer_index": 9,
470
+ "out_features": 256,
471
+ "suffix": "self_attn.v_proj"
472
+ },
473
+ {
474
+ "in_features": 2048,
475
+ "layer_index": 9,
476
+ "out_features": 1024,
477
+ "suffix": "self_attn.o_proj"
478
+ },
479
+ {
480
+ "in_features": 1024,
481
+ "layer_index": 9,
482
+ "out_features": 4096,
483
+ "suffix": "mlp.gate_proj"
484
+ },
485
+ {
486
+ "in_features": 1024,
487
+ "layer_index": 9,
488
+ "out_features": 4096,
489
+ "suffix": "mlp.up_proj"
490
+ },
491
+ {
492
+ "in_features": 4096,
493
+ "layer_index": 9,
494
+ "out_features": 1024,
495
+ "suffix": "mlp.down_proj"
496
+ },
497
+ {
498
+ "in_features": 1024,
499
+ "layer_index": 10,
500
+ "out_features": 2048,
501
+ "suffix": "self_attn.q_proj"
502
+ },
503
+ {
504
+ "in_features": 1024,
505
+ "layer_index": 10,
506
+ "out_features": 256,
507
+ "suffix": "self_attn.k_proj"
508
+ },
509
+ {
510
+ "in_features": 1024,
511
+ "layer_index": 10,
512
+ "out_features": 256,
513
+ "suffix": "self_attn.v_proj"
514
+ },
515
+ {
516
+ "in_features": 2048,
517
+ "layer_index": 10,
518
+ "out_features": 1024,
519
+ "suffix": "self_attn.o_proj"
520
+ },
521
+ {
522
+ "in_features": 1024,
523
+ "layer_index": 10,
524
+ "out_features": 4096,
525
+ "suffix": "mlp.gate_proj"
526
+ },
527
+ {
528
+ "in_features": 1024,
529
+ "layer_index": 10,
530
+ "out_features": 4096,
531
+ "suffix": "mlp.up_proj"
532
+ },
533
+ {
534
+ "in_features": 4096,
535
+ "layer_index": 10,
536
+ "out_features": 1024,
537
+ "suffix": "mlp.down_proj"
538
+ },
539
+ {
540
+ "in_features": 1024,
541
+ "layer_index": 11,
542
+ "out_features": 2048,
543
+ "suffix": "self_attn.q_proj"
544
+ },
545
+ {
546
+ "in_features": 1024,
547
+ "layer_index": 11,
548
+ "out_features": 256,
549
+ "suffix": "self_attn.k_proj"
550
+ },
551
+ {
552
+ "in_features": 1024,
553
+ "layer_index": 11,
554
+ "out_features": 256,
555
+ "suffix": "self_attn.v_proj"
556
+ },
557
+ {
558
+ "in_features": 2048,
559
+ "layer_index": 11,
560
+ "out_features": 1024,
561
+ "suffix": "self_attn.o_proj"
562
+ },
563
+ {
564
+ "in_features": 1024,
565
+ "layer_index": 11,
566
+ "out_features": 4096,
567
+ "suffix": "mlp.gate_proj"
568
+ },
569
+ {
570
+ "in_features": 1024,
571
+ "layer_index": 11,
572
+ "out_features": 4096,
573
+ "suffix": "mlp.up_proj"
574
+ },
575
+ {
576
+ "in_features": 4096,
577
+ "layer_index": 11,
578
+ "out_features": 1024,
579
+ "suffix": "mlp.down_proj"
580
+ },
581
+ {
582
+ "in_features": 1024,
583
+ "layer_index": 12,
584
+ "out_features": 2048,
585
+ "suffix": "self_attn.q_proj"
586
+ },
587
+ {
588
+ "in_features": 1024,
589
+ "layer_index": 12,
590
+ "out_features": 256,
591
+ "suffix": "self_attn.k_proj"
592
+ },
593
+ {
594
+ "in_features": 1024,
595
+ "layer_index": 12,
596
+ "out_features": 256,
597
+ "suffix": "self_attn.v_proj"
598
+ },
599
+ {
600
+ "in_features": 2048,
601
+ "layer_index": 12,
602
+ "out_features": 1024,
603
+ "suffix": "self_attn.o_proj"
604
+ },
605
+ {
606
+ "in_features": 1024,
607
+ "layer_index": 12,
608
+ "out_features": 4096,
609
+ "suffix": "mlp.gate_proj"
610
+ },
611
+ {
612
+ "in_features": 1024,
613
+ "layer_index": 12,
614
+ "out_features": 4096,
615
+ "suffix": "mlp.up_proj"
616
+ },
617
+ {
618
+ "in_features": 4096,
619
+ "layer_index": 12,
620
+ "out_features": 1024,
621
+ "suffix": "mlp.down_proj"
622
+ },
623
+ {
624
+ "in_features": 1024,
625
+ "layer_index": 13,
626
+ "out_features": 2048,
627
+ "suffix": "self_attn.q_proj"
628
+ },
629
+ {
630
+ "in_features": 1024,
631
+ "layer_index": 13,
632
+ "out_features": 256,
633
+ "suffix": "self_attn.k_proj"
634
+ },
635
+ {
636
+ "in_features": 1024,
637
+ "layer_index": 13,
638
+ "out_features": 256,
639
+ "suffix": "self_attn.v_proj"
640
+ },
641
+ {
642
+ "in_features": 2048,
643
+ "layer_index": 13,
644
+ "out_features": 1024,
645
+ "suffix": "self_attn.o_proj"
646
+ },
647
+ {
648
+ "in_features": 1024,
649
+ "layer_index": 13,
650
+ "out_features": 4096,
651
+ "suffix": "mlp.gate_proj"
652
+ },
653
+ {
654
+ "in_features": 1024,
655
+ "layer_index": 13,
656
+ "out_features": 4096,
657
+ "suffix": "mlp.up_proj"
658
+ },
659
+ {
660
+ "in_features": 4096,
661
+ "layer_index": 13,
662
+ "out_features": 1024,
663
+ "suffix": "mlp.down_proj"
664
+ },
665
+ {
666
+ "in_features": 1024,
667
+ "layer_index": 14,
668
+ "out_features": 2048,
669
+ "suffix": "self_attn.q_proj"
670
+ },
671
+ {
672
+ "in_features": 1024,
673
+ "layer_index": 14,
674
+ "out_features": 256,
675
+ "suffix": "self_attn.k_proj"
676
+ },
677
+ {
678
+ "in_features": 1024,
679
+ "layer_index": 14,
680
+ "out_features": 256,
681
+ "suffix": "self_attn.v_proj"
682
+ },
683
+ {
684
+ "in_features": 2048,
685
+ "layer_index": 14,
686
+ "out_features": 1024,
687
+ "suffix": "self_attn.o_proj"
688
+ },
689
+ {
690
+ "in_features": 1024,
691
+ "layer_index": 14,
692
+ "out_features": 4096,
693
+ "suffix": "mlp.gate_proj"
694
+ },
695
+ {
696
+ "in_features": 1024,
697
+ "layer_index": 14,
698
+ "out_features": 4096,
699
+ "suffix": "mlp.up_proj"
700
+ },
701
+ {
702
+ "in_features": 4096,
703
+ "layer_index": 14,
704
+ "out_features": 1024,
705
+ "suffix": "mlp.down_proj"
706
+ },
707
+ {
708
+ "in_features": 1024,
709
+ "layer_index": 15,
710
+ "out_features": 2048,
711
+ "suffix": "self_attn.q_proj"
712
+ },
713
+ {
714
+ "in_features": 1024,
715
+ "layer_index": 15,
716
+ "out_features": 256,
717
+ "suffix": "self_attn.k_proj"
718
+ },
719
+ {
720
+ "in_features": 1024,
721
+ "layer_index": 15,
722
+ "out_features": 256,
723
+ "suffix": "self_attn.v_proj"
724
+ },
725
+ {
726
+ "in_features": 2048,
727
+ "layer_index": 15,
728
+ "out_features": 1024,
729
+ "suffix": "self_attn.o_proj"
730
+ },
731
+ {
732
+ "in_features": 1024,
733
+ "layer_index": 15,
734
+ "out_features": 4096,
735
+ "suffix": "mlp.gate_proj"
736
+ },
737
+ {
738
+ "in_features": 1024,
739
+ "layer_index": 15,
740
+ "out_features": 4096,
741
+ "suffix": "mlp.up_proj"
742
+ },
743
+ {
744
+ "in_features": 4096,
745
+ "layer_index": 15,
746
+ "out_features": 1024,
747
+ "suffix": "mlp.down_proj"
748
+ },
749
+ {
750
+ "in_features": 1024,
751
+ "layer_index": 16,
752
+ "out_features": 2048,
753
+ "suffix": "self_attn.q_proj"
754
+ },
755
+ {
756
+ "in_features": 1024,
757
+ "layer_index": 16,
758
+ "out_features": 256,
759
+ "suffix": "self_attn.k_proj"
760
+ },
761
+ {
762
+ "in_features": 1024,
763
+ "layer_index": 16,
764
+ "out_features": 256,
765
+ "suffix": "self_attn.v_proj"
766
+ },
767
+ {
768
+ "in_features": 2048,
769
+ "layer_index": 16,
770
+ "out_features": 1024,
771
+ "suffix": "self_attn.o_proj"
772
+ },
773
+ {
774
+ "in_features": 1024,
775
+ "layer_index": 16,
776
+ "out_features": 4096,
777
+ "suffix": "mlp.gate_proj"
778
+ },
779
+ {
780
+ "in_features": 1024,
781
+ "layer_index": 16,
782
+ "out_features": 4096,
783
+ "suffix": "mlp.up_proj"
784
+ },
785
+ {
786
+ "in_features": 4096,
787
+ "layer_index": 16,
788
+ "out_features": 1024,
789
+ "suffix": "mlp.down_proj"
790
+ },
791
+ {
792
+ "in_features": 1024,
793
+ "layer_index": 17,
794
+ "out_features": 2048,
795
+ "suffix": "self_attn.q_proj"
796
+ },
797
+ {
798
+ "in_features": 1024,
799
+ "layer_index": 17,
800
+ "out_features": 256,
801
+ "suffix": "self_attn.k_proj"
802
+ },
803
+ {
804
+ "in_features": 1024,
805
+ "layer_index": 17,
806
+ "out_features": 256,
807
+ "suffix": "self_attn.v_proj"
808
+ },
809
+ {
810
+ "in_features": 2048,
811
+ "layer_index": 17,
812
+ "out_features": 1024,
813
+ "suffix": "self_attn.o_proj"
814
+ },
815
+ {
816
+ "in_features": 1024,
817
+ "layer_index": 17,
818
+ "out_features": 4096,
819
+ "suffix": "mlp.gate_proj"
820
+ },
821
+ {
822
+ "in_features": 1024,
823
+ "layer_index": 17,
824
+ "out_features": 4096,
825
+ "suffix": "mlp.up_proj"
826
+ },
827
+ {
828
+ "in_features": 4096,
829
+ "layer_index": 17,
830
+ "out_features": 1024,
831
+ "suffix": "mlp.down_proj"
832
+ }
833
+ ],
834
+ "adaptation_modules": [
835
+ "vlm_generator",
836
+ "action_generator",
837
+ "base_model.paligemma_with_expert.paligemma.model.vision_tower",
838
+ "base_model.paligemma_with_expert.paligemma.model.multi_modal_projector",
839
+ "base_model.state_proj",
840
+ "base_model.action_in_proj",
841
+ "base_model.action_time_mlp_in",
842
+ "base_model.action_time_mlp_out",
843
+ "base_model.action_out_proj"
844
+ ],
845
+ "base_checkpoint": "model.safetensors",
846
+ "format_version": 1,
847
+ "global_step": 95000,
848
+ "method": "morphact_pi",
849
+ "metrics": {
850
+ "action_condition_tokens_mean": 527.0078125,
851
+ "action_generator_calls": 1.0,
852
+ "action_grad_norm_raw": 0.10278301686048508,
853
+ "data_loader_workers": 4.0,
854
+ "effective_batch_size": 128.0,
855
+ "epoch": 44.46638509498473,
856
+ "grad_norm_raw": 0.16735568642616272,
857
+ "interface_grad_norm_raw": 0.029929274693131447,
858
+ "loss": 0.0023708712978987023,
859
+ "lr": 2.641368914350237e-06,
860
+ "lr_schedule_step": 94999.0,
861
+ "micro_batches_seen": 95000.0,
862
+ "optimizer_step": 95000.0,
863
+ "samples_per_optimizer_step": 128.0,
864
+ "samples_per_second": 29.161364246309393,
865
+ "samples_seen": 12160000.0,
866
+ "seconds_per_optimizer_step": 4.3893694039434195,
867
+ "vision_grad_norm_raw": 0.032350990921258926,
868
+ "vlm_condition_tokens_mean": 526.0078125,
869
+ "vlm_generator_calls": 1.0,
870
+ "vlm_grad_norm_raw": 0.12450393289327621
871
+ },
872
+ "micro_batches_seen": 95000,
873
+ "model_type": "pi0",
874
+ "norm_stats_asset_id": "physical-intelligence/libero",
875
+ "run_config": {
876
+ "action_morphact_layers": 6,
877
+ "adam_beta1": 0.9,
878
+ "adam_beta2": 0.95,
879
+ "adam_eps": 1e-08,
880
+ "config_name": "pi0_libero",
881
+ "decay_lr": 2.5e-06,
882
+ "explosion_grad_norm": 1000000.0,
883
+ "gradient_accumulation_steps": 1,
884
+ "gradient_checkpointing": true,
885
+ "max_grad_norm": 1.0,
886
+ "morphact_compute_precision": "bfloat16",
887
+ "morphact_width": 1024,
888
+ "num_devices": 8,
889
+ "num_train_steps": 100000,
890
+ "peak_lr": 2.5e-05,
891
+ "per_device_batch_size": 16,
892
+ "precision": "bfloat16",
893
+ "sampler_seed": 0,
894
+ "seed": 42,
895
+ "task_indices": null,
896
+ "vlm_morphact_layers": 8,
897
+ "warmup_steps": 1000,
898
+ "weight_decay": 1e-10
899
+ },
900
+ "vlm_generator_config": {
901
+ "alpha": 16,
902
+ "compute_precision": "bfloat16",
903
+ "d_model": 1024,
904
+ "dim_accumulation": 4,
905
+ "factor_init_std": 0.01,
906
+ "head_dim": 128,
907
+ "input_dim": 2048,
908
+ "num_base_model_layers": 18,
909
+ "num_pg_layers": 8,
910
+ "output_dim": 1024,
911
+ "prefix": "vlm.layers.",
912
+ "projections": [
913
+ {
914
+ "factor_geometry": "q",
915
+ "head_dim": 256,
916
+ "in_features": 2048,
917
+ "num_heads": 8,
918
+ "out_features": 2048,
919
+ "suffix": "self_attn.q_proj"
920
+ },
921
+ {
922
+ "factor_geometry": "kv",
923
+ "head_dim": 256,
924
+ "in_features": 2048,
925
+ "num_heads": 1,
926
+ "out_features": 256,
927
+ "suffix": "self_attn.k_proj"
928
+ },
929
+ {
930
+ "factor_geometry": "kv",
931
+ "head_dim": 256,
932
+ "in_features": 2048,
933
+ "num_heads": 1,
934
+ "out_features": 256,
935
+ "suffix": "self_attn.v_proj"
936
+ },
937
+ {
938
+ "factor_geometry": "o",
939
+ "head_dim": 256,
940
+ "in_features": 2048,
941
+ "num_heads": 8,
942
+ "out_features": 2048,
943
+ "suffix": "self_attn.o_proj"
944
+ },
945
+ {
946
+ "factor_geometry": "matrix",
947
+ "head_dim": null,
948
+ "in_features": 2048,
949
+ "num_heads": 1,
950
+ "out_features": 16384,
951
+ "suffix": "mlp.gate_proj"
952
+ },
953
+ {
954
+ "factor_geometry": "matrix",
955
+ "head_dim": null,
956
+ "in_features": 2048,
957
+ "num_heads": 1,
958
+ "out_features": 16384,
959
+ "suffix": "mlp.up_proj"
960
+ },
961
+ {
962
+ "factor_geometry": "matrix",
963
+ "head_dim": null,
964
+ "in_features": 16384,
965
+ "num_heads": 1,
966
+ "out_features": 2048,
967
+ "suffix": "mlp.down_proj"
968
+ }
969
+ ],
970
+ "rank": 16,
971
+ "state_dim": null,
972
+ "token_dim": 1024
973
+ },
974
+ "vlm_target_manifest": [
975
+ {
976
+ "in_features": 2048,
977
+ "layer_index": 0,
978
+ "out_features": 2048,
979
+ "suffix": "self_attn.q_proj"
980
+ },
981
+ {
982
+ "in_features": 2048,
983
+ "layer_index": 0,
984
+ "out_features": 256,
985
+ "suffix": "self_attn.k_proj"
986
+ },
987
+ {
988
+ "in_features": 2048,
989
+ "layer_index": 0,
990
+ "out_features": 256,
991
+ "suffix": "self_attn.v_proj"
992
+ },
993
+ {
994
+ "in_features": 2048,
995
+ "layer_index": 0,
996
+ "out_features": 2048,
997
+ "suffix": "self_attn.o_proj"
998
+ },
999
+ {
1000
+ "in_features": 2048,
1001
+ "layer_index": 0,
1002
+ "out_features": 16384,
1003
+ "suffix": "mlp.gate_proj"
1004
+ },
1005
+ {
1006
+ "in_features": 2048,
1007
+ "layer_index": 0,
1008
+ "out_features": 16384,
1009
+ "suffix": "mlp.up_proj"
1010
+ },
1011
+ {
1012
+ "in_features": 16384,
1013
+ "layer_index": 0,
1014
+ "out_features": 2048,
1015
+ "suffix": "mlp.down_proj"
1016
+ },
1017
+ {
1018
+ "in_features": 2048,
1019
+ "layer_index": 1,
1020
+ "out_features": 2048,
1021
+ "suffix": "self_attn.q_proj"
1022
+ },
1023
+ {
1024
+ "in_features": 2048,
1025
+ "layer_index": 1,
1026
+ "out_features": 256,
1027
+ "suffix": "self_attn.k_proj"
1028
+ },
1029
+ {
1030
+ "in_features": 2048,
1031
+ "layer_index": 1,
1032
+ "out_features": 256,
1033
+ "suffix": "self_attn.v_proj"
1034
+ },
1035
+ {
1036
+ "in_features": 2048,
1037
+ "layer_index": 1,
1038
+ "out_features": 2048,
1039
+ "suffix": "self_attn.o_proj"
1040
+ },
1041
+ {
1042
+ "in_features": 2048,
1043
+ "layer_index": 1,
1044
+ "out_features": 16384,
1045
+ "suffix": "mlp.gate_proj"
1046
+ },
1047
+ {
1048
+ "in_features": 2048,
1049
+ "layer_index": 1,
1050
+ "out_features": 16384,
1051
+ "suffix": "mlp.up_proj"
1052
+ },
1053
+ {
1054
+ "in_features": 16384,
1055
+ "layer_index": 1,
1056
+ "out_features": 2048,
1057
+ "suffix": "mlp.down_proj"
1058
+ },
1059
+ {
1060
+ "in_features": 2048,
1061
+ "layer_index": 2,
1062
+ "out_features": 2048,
1063
+ "suffix": "self_attn.q_proj"
1064
+ },
1065
+ {
1066
+ "in_features": 2048,
1067
+ "layer_index": 2,
1068
+ "out_features": 256,
1069
+ "suffix": "self_attn.k_proj"
1070
+ },
1071
+ {
1072
+ "in_features": 2048,
1073
+ "layer_index": 2,
1074
+ "out_features": 256,
1075
+ "suffix": "self_attn.v_proj"
1076
+ },
1077
+ {
1078
+ "in_features": 2048,
1079
+ "layer_index": 2,
1080
+ "out_features": 2048,
1081
+ "suffix": "self_attn.o_proj"
1082
+ },
1083
+ {
1084
+ "in_features": 2048,
1085
+ "layer_index": 2,
1086
+ "out_features": 16384,
1087
+ "suffix": "mlp.gate_proj"
1088
+ },
1089
+ {
1090
+ "in_features": 2048,
1091
+ "layer_index": 2,
1092
+ "out_features": 16384,
1093
+ "suffix": "mlp.up_proj"
1094
+ },
1095
+ {
1096
+ "in_features": 16384,
1097
+ "layer_index": 2,
1098
+ "out_features": 2048,
1099
+ "suffix": "mlp.down_proj"
1100
+ },
1101
+ {
1102
+ "in_features": 2048,
1103
+ "layer_index": 3,
1104
+ "out_features": 2048,
1105
+ "suffix": "self_attn.q_proj"
1106
+ },
1107
+ {
1108
+ "in_features": 2048,
1109
+ "layer_index": 3,
1110
+ "out_features": 256,
1111
+ "suffix": "self_attn.k_proj"
1112
+ },
1113
+ {
1114
+ "in_features": 2048,
1115
+ "layer_index": 3,
1116
+ "out_features": 256,
1117
+ "suffix": "self_attn.v_proj"
1118
+ },
1119
+ {
1120
+ "in_features": 2048,
1121
+ "layer_index": 3,
1122
+ "out_features": 2048,
1123
+ "suffix": "self_attn.o_proj"
1124
+ },
1125
+ {
1126
+ "in_features": 2048,
1127
+ "layer_index": 3,
1128
+ "out_features": 16384,
1129
+ "suffix": "mlp.gate_proj"
1130
+ },
1131
+ {
1132
+ "in_features": 2048,
1133
+ "layer_index": 3,
1134
+ "out_features": 16384,
1135
+ "suffix": "mlp.up_proj"
1136
+ },
1137
+ {
1138
+ "in_features": 16384,
1139
+ "layer_index": 3,
1140
+ "out_features": 2048,
1141
+ "suffix": "mlp.down_proj"
1142
+ },
1143
+ {
1144
+ "in_features": 2048,
1145
+ "layer_index": 4,
1146
+ "out_features": 2048,
1147
+ "suffix": "self_attn.q_proj"
1148
+ },
1149
+ {
1150
+ "in_features": 2048,
1151
+ "layer_index": 4,
1152
+ "out_features": 256,
1153
+ "suffix": "self_attn.k_proj"
1154
+ },
1155
+ {
1156
+ "in_features": 2048,
1157
+ "layer_index": 4,
1158
+ "out_features": 256,
1159
+ "suffix": "self_attn.v_proj"
1160
+ },
1161
+ {
1162
+ "in_features": 2048,
1163
+ "layer_index": 4,
1164
+ "out_features": 2048,
1165
+ "suffix": "self_attn.o_proj"
1166
+ },
1167
+ {
1168
+ "in_features": 2048,
1169
+ "layer_index": 4,
1170
+ "out_features": 16384,
1171
+ "suffix": "mlp.gate_proj"
1172
+ },
1173
+ {
1174
+ "in_features": 2048,
1175
+ "layer_index": 4,
1176
+ "out_features": 16384,
1177
+ "suffix": "mlp.up_proj"
1178
+ },
1179
+ {
1180
+ "in_features": 16384,
1181
+ "layer_index": 4,
1182
+ "out_features": 2048,
1183
+ "suffix": "mlp.down_proj"
1184
+ },
1185
+ {
1186
+ "in_features": 2048,
1187
+ "layer_index": 5,
1188
+ "out_features": 2048,
1189
+ "suffix": "self_attn.q_proj"
1190
+ },
1191
+ {
1192
+ "in_features": 2048,
1193
+ "layer_index": 5,
1194
+ "out_features": 256,
1195
+ "suffix": "self_attn.k_proj"
1196
+ },
1197
+ {
1198
+ "in_features": 2048,
1199
+ "layer_index": 5,
1200
+ "out_features": 256,
1201
+ "suffix": "self_attn.v_proj"
1202
+ },
1203
+ {
1204
+ "in_features": 2048,
1205
+ "layer_index": 5,
1206
+ "out_features": 2048,
1207
+ "suffix": "self_attn.o_proj"
1208
+ },
1209
+ {
1210
+ "in_features": 2048,
1211
+ "layer_index": 5,
1212
+ "out_features": 16384,
1213
+ "suffix": "mlp.gate_proj"
1214
+ },
1215
+ {
1216
+ "in_features": 2048,
1217
+ "layer_index": 5,
1218
+ "out_features": 16384,
1219
+ "suffix": "mlp.up_proj"
1220
+ },
1221
+ {
1222
+ "in_features": 16384,
1223
+ "layer_index": 5,
1224
+ "out_features": 2048,
1225
+ "suffix": "mlp.down_proj"
1226
+ },
1227
+ {
1228
+ "in_features": 2048,
1229
+ "layer_index": 6,
1230
+ "out_features": 2048,
1231
+ "suffix": "self_attn.q_proj"
1232
+ },
1233
+ {
1234
+ "in_features": 2048,
1235
+ "layer_index": 6,
1236
+ "out_features": 256,
1237
+ "suffix": "self_attn.k_proj"
1238
+ },
1239
+ {
1240
+ "in_features": 2048,
1241
+ "layer_index": 6,
1242
+ "out_features": 256,
1243
+ "suffix": "self_attn.v_proj"
1244
+ },
1245
+ {
1246
+ "in_features": 2048,
1247
+ "layer_index": 6,
1248
+ "out_features": 2048,
1249
+ "suffix": "self_attn.o_proj"
1250
+ },
1251
+ {
1252
+ "in_features": 2048,
1253
+ "layer_index": 6,
1254
+ "out_features": 16384,
1255
+ "suffix": "mlp.gate_proj"
1256
+ },
1257
+ {
1258
+ "in_features": 2048,
1259
+ "layer_index": 6,
1260
+ "out_features": 16384,
1261
+ "suffix": "mlp.up_proj"
1262
+ },
1263
+ {
1264
+ "in_features": 16384,
1265
+ "layer_index": 6,
1266
+ "out_features": 2048,
1267
+ "suffix": "mlp.down_proj"
1268
+ },
1269
+ {
1270
+ "in_features": 2048,
1271
+ "layer_index": 7,
1272
+ "out_features": 2048,
1273
+ "suffix": "self_attn.q_proj"
1274
+ },
1275
+ {
1276
+ "in_features": 2048,
1277
+ "layer_index": 7,
1278
+ "out_features": 256,
1279
+ "suffix": "self_attn.k_proj"
1280
+ },
1281
+ {
1282
+ "in_features": 2048,
1283
+ "layer_index": 7,
1284
+ "out_features": 256,
1285
+ "suffix": "self_attn.v_proj"
1286
+ },
1287
+ {
1288
+ "in_features": 2048,
1289
+ "layer_index": 7,
1290
+ "out_features": 2048,
1291
+ "suffix": "self_attn.o_proj"
1292
+ },
1293
+ {
1294
+ "in_features": 2048,
1295
+ "layer_index": 7,
1296
+ "out_features": 16384,
1297
+ "suffix": "mlp.gate_proj"
1298
+ },
1299
+ {
1300
+ "in_features": 2048,
1301
+ "layer_index": 7,
1302
+ "out_features": 16384,
1303
+ "suffix": "mlp.up_proj"
1304
+ },
1305
+ {
1306
+ "in_features": 16384,
1307
+ "layer_index": 7,
1308
+ "out_features": 2048,
1309
+ "suffix": "mlp.down_proj"
1310
+ },
1311
+ {
1312
+ "in_features": 2048,
1313
+ "layer_index": 8,
1314
+ "out_features": 2048,
1315
+ "suffix": "self_attn.q_proj"
1316
+ },
1317
+ {
1318
+ "in_features": 2048,
1319
+ "layer_index": 8,
1320
+ "out_features": 256,
1321
+ "suffix": "self_attn.k_proj"
1322
+ },
1323
+ {
1324
+ "in_features": 2048,
1325
+ "layer_index": 8,
1326
+ "out_features": 256,
1327
+ "suffix": "self_attn.v_proj"
1328
+ },
1329
+ {
1330
+ "in_features": 2048,
1331
+ "layer_index": 8,
1332
+ "out_features": 2048,
1333
+ "suffix": "self_attn.o_proj"
1334
+ },
1335
+ {
1336
+ "in_features": 2048,
1337
+ "layer_index": 8,
1338
+ "out_features": 16384,
1339
+ "suffix": "mlp.gate_proj"
1340
+ },
1341
+ {
1342
+ "in_features": 2048,
1343
+ "layer_index": 8,
1344
+ "out_features": 16384,
1345
+ "suffix": "mlp.up_proj"
1346
+ },
1347
+ {
1348
+ "in_features": 16384,
1349
+ "layer_index": 8,
1350
+ "out_features": 2048,
1351
+ "suffix": "mlp.down_proj"
1352
+ },
1353
+ {
1354
+ "in_features": 2048,
1355
+ "layer_index": 9,
1356
+ "out_features": 2048,
1357
+ "suffix": "self_attn.q_proj"
1358
+ },
1359
+ {
1360
+ "in_features": 2048,
1361
+ "layer_index": 9,
1362
+ "out_features": 256,
1363
+ "suffix": "self_attn.k_proj"
1364
+ },
1365
+ {
1366
+ "in_features": 2048,
1367
+ "layer_index": 9,
1368
+ "out_features": 256,
1369
+ "suffix": "self_attn.v_proj"
1370
+ },
1371
+ {
1372
+ "in_features": 2048,
1373
+ "layer_index": 9,
1374
+ "out_features": 2048,
1375
+ "suffix": "self_attn.o_proj"
1376
+ },
1377
+ {
1378
+ "in_features": 2048,
1379
+ "layer_index": 9,
1380
+ "out_features": 16384,
1381
+ "suffix": "mlp.gate_proj"
1382
+ },
1383
+ {
1384
+ "in_features": 2048,
1385
+ "layer_index": 9,
1386
+ "out_features": 16384,
1387
+ "suffix": "mlp.up_proj"
1388
+ },
1389
+ {
1390
+ "in_features": 16384,
1391
+ "layer_index": 9,
1392
+ "out_features": 2048,
1393
+ "suffix": "mlp.down_proj"
1394
+ },
1395
+ {
1396
+ "in_features": 2048,
1397
+ "layer_index": 10,
1398
+ "out_features": 2048,
1399
+ "suffix": "self_attn.q_proj"
1400
+ },
1401
+ {
1402
+ "in_features": 2048,
1403
+ "layer_index": 10,
1404
+ "out_features": 256,
1405
+ "suffix": "self_attn.k_proj"
1406
+ },
1407
+ {
1408
+ "in_features": 2048,
1409
+ "layer_index": 10,
1410
+ "out_features": 256,
1411
+ "suffix": "self_attn.v_proj"
1412
+ },
1413
+ {
1414
+ "in_features": 2048,
1415
+ "layer_index": 10,
1416
+ "out_features": 2048,
1417
+ "suffix": "self_attn.o_proj"
1418
+ },
1419
+ {
1420
+ "in_features": 2048,
1421
+ "layer_index": 10,
1422
+ "out_features": 16384,
1423
+ "suffix": "mlp.gate_proj"
1424
+ },
1425
+ {
1426
+ "in_features": 2048,
1427
+ "layer_index": 10,
1428
+ "out_features": 16384,
1429
+ "suffix": "mlp.up_proj"
1430
+ },
1431
+ {
1432
+ "in_features": 16384,
1433
+ "layer_index": 10,
1434
+ "out_features": 2048,
1435
+ "suffix": "mlp.down_proj"
1436
+ },
1437
+ {
1438
+ "in_features": 2048,
1439
+ "layer_index": 11,
1440
+ "out_features": 2048,
1441
+ "suffix": "self_attn.q_proj"
1442
+ },
1443
+ {
1444
+ "in_features": 2048,
1445
+ "layer_index": 11,
1446
+ "out_features": 256,
1447
+ "suffix": "self_attn.k_proj"
1448
+ },
1449
+ {
1450
+ "in_features": 2048,
1451
+ "layer_index": 11,
1452
+ "out_features": 256,
1453
+ "suffix": "self_attn.v_proj"
1454
+ },
1455
+ {
1456
+ "in_features": 2048,
1457
+ "layer_index": 11,
1458
+ "out_features": 2048,
1459
+ "suffix": "self_attn.o_proj"
1460
+ },
1461
+ {
1462
+ "in_features": 2048,
1463
+ "layer_index": 11,
1464
+ "out_features": 16384,
1465
+ "suffix": "mlp.gate_proj"
1466
+ },
1467
+ {
1468
+ "in_features": 2048,
1469
+ "layer_index": 11,
1470
+ "out_features": 16384,
1471
+ "suffix": "mlp.up_proj"
1472
+ },
1473
+ {
1474
+ "in_features": 16384,
1475
+ "layer_index": 11,
1476
+ "out_features": 2048,
1477
+ "suffix": "mlp.down_proj"
1478
+ },
1479
+ {
1480
+ "in_features": 2048,
1481
+ "layer_index": 12,
1482
+ "out_features": 2048,
1483
+ "suffix": "self_attn.q_proj"
1484
+ },
1485
+ {
1486
+ "in_features": 2048,
1487
+ "layer_index": 12,
1488
+ "out_features": 256,
1489
+ "suffix": "self_attn.k_proj"
1490
+ },
1491
+ {
1492
+ "in_features": 2048,
1493
+ "layer_index": 12,
1494
+ "out_features": 256,
1495
+ "suffix": "self_attn.v_proj"
1496
+ },
1497
+ {
1498
+ "in_features": 2048,
1499
+ "layer_index": 12,
1500
+ "out_features": 2048,
1501
+ "suffix": "self_attn.o_proj"
1502
+ },
1503
+ {
1504
+ "in_features": 2048,
1505
+ "layer_index": 12,
1506
+ "out_features": 16384,
1507
+ "suffix": "mlp.gate_proj"
1508
+ },
1509
+ {
1510
+ "in_features": 2048,
1511
+ "layer_index": 12,
1512
+ "out_features": 16384,
1513
+ "suffix": "mlp.up_proj"
1514
+ },
1515
+ {
1516
+ "in_features": 16384,
1517
+ "layer_index": 12,
1518
+ "out_features": 2048,
1519
+ "suffix": "mlp.down_proj"
1520
+ },
1521
+ {
1522
+ "in_features": 2048,
1523
+ "layer_index": 13,
1524
+ "out_features": 2048,
1525
+ "suffix": "self_attn.q_proj"
1526
+ },
1527
+ {
1528
+ "in_features": 2048,
1529
+ "layer_index": 13,
1530
+ "out_features": 256,
1531
+ "suffix": "self_attn.k_proj"
1532
+ },
1533
+ {
1534
+ "in_features": 2048,
1535
+ "layer_index": 13,
1536
+ "out_features": 256,
1537
+ "suffix": "self_attn.v_proj"
1538
+ },
1539
+ {
1540
+ "in_features": 2048,
1541
+ "layer_index": 13,
1542
+ "out_features": 2048,
1543
+ "suffix": "self_attn.o_proj"
1544
+ },
1545
+ {
1546
+ "in_features": 2048,
1547
+ "layer_index": 13,
1548
+ "out_features": 16384,
1549
+ "suffix": "mlp.gate_proj"
1550
+ },
1551
+ {
1552
+ "in_features": 2048,
1553
+ "layer_index": 13,
1554
+ "out_features": 16384,
1555
+ "suffix": "mlp.up_proj"
1556
+ },
1557
+ {
1558
+ "in_features": 16384,
1559
+ "layer_index": 13,
1560
+ "out_features": 2048,
1561
+ "suffix": "mlp.down_proj"
1562
+ },
1563
+ {
1564
+ "in_features": 2048,
1565
+ "layer_index": 14,
1566
+ "out_features": 2048,
1567
+ "suffix": "self_attn.q_proj"
1568
+ },
1569
+ {
1570
+ "in_features": 2048,
1571
+ "layer_index": 14,
1572
+ "out_features": 256,
1573
+ "suffix": "self_attn.k_proj"
1574
+ },
1575
+ {
1576
+ "in_features": 2048,
1577
+ "layer_index": 14,
1578
+ "out_features": 256,
1579
+ "suffix": "self_attn.v_proj"
1580
+ },
1581
+ {
1582
+ "in_features": 2048,
1583
+ "layer_index": 14,
1584
+ "out_features": 2048,
1585
+ "suffix": "self_attn.o_proj"
1586
+ },
1587
+ {
1588
+ "in_features": 2048,
1589
+ "layer_index": 14,
1590
+ "out_features": 16384,
1591
+ "suffix": "mlp.gate_proj"
1592
+ },
1593
+ {
1594
+ "in_features": 2048,
1595
+ "layer_index": 14,
1596
+ "out_features": 16384,
1597
+ "suffix": "mlp.up_proj"
1598
+ },
1599
+ {
1600
+ "in_features": 16384,
1601
+ "layer_index": 14,
1602
+ "out_features": 2048,
1603
+ "suffix": "mlp.down_proj"
1604
+ },
1605
+ {
1606
+ "in_features": 2048,
1607
+ "layer_index": 15,
1608
+ "out_features": 2048,
1609
+ "suffix": "self_attn.q_proj"
1610
+ },
1611
+ {
1612
+ "in_features": 2048,
1613
+ "layer_index": 15,
1614
+ "out_features": 256,
1615
+ "suffix": "self_attn.k_proj"
1616
+ },
1617
+ {
1618
+ "in_features": 2048,
1619
+ "layer_index": 15,
1620
+ "out_features": 256,
1621
+ "suffix": "self_attn.v_proj"
1622
+ },
1623
+ {
1624
+ "in_features": 2048,
1625
+ "layer_index": 15,
1626
+ "out_features": 2048,
1627
+ "suffix": "self_attn.o_proj"
1628
+ },
1629
+ {
1630
+ "in_features": 2048,
1631
+ "layer_index": 15,
1632
+ "out_features": 16384,
1633
+ "suffix": "mlp.gate_proj"
1634
+ },
1635
+ {
1636
+ "in_features": 2048,
1637
+ "layer_index": 15,
1638
+ "out_features": 16384,
1639
+ "suffix": "mlp.up_proj"
1640
+ },
1641
+ {
1642
+ "in_features": 16384,
1643
+ "layer_index": 15,
1644
+ "out_features": 2048,
1645
+ "suffix": "mlp.down_proj"
1646
+ },
1647
+ {
1648
+ "in_features": 2048,
1649
+ "layer_index": 16,
1650
+ "out_features": 2048,
1651
+ "suffix": "self_attn.q_proj"
1652
+ },
1653
+ {
1654
+ "in_features": 2048,
1655
+ "layer_index": 16,
1656
+ "out_features": 256,
1657
+ "suffix": "self_attn.k_proj"
1658
+ },
1659
+ {
1660
+ "in_features": 2048,
1661
+ "layer_index": 16,
1662
+ "out_features": 256,
1663
+ "suffix": "self_attn.v_proj"
1664
+ },
1665
+ {
1666
+ "in_features": 2048,
1667
+ "layer_index": 16,
1668
+ "out_features": 2048,
1669
+ "suffix": "self_attn.o_proj"
1670
+ },
1671
+ {
1672
+ "in_features": 2048,
1673
+ "layer_index": 16,
1674
+ "out_features": 16384,
1675
+ "suffix": "mlp.gate_proj"
1676
+ },
1677
+ {
1678
+ "in_features": 2048,
1679
+ "layer_index": 16,
1680
+ "out_features": 16384,
1681
+ "suffix": "mlp.up_proj"
1682
+ },
1683
+ {
1684
+ "in_features": 16384,
1685
+ "layer_index": 16,
1686
+ "out_features": 2048,
1687
+ "suffix": "mlp.down_proj"
1688
+ },
1689
+ {
1690
+ "in_features": 2048,
1691
+ "layer_index": 17,
1692
+ "out_features": 2048,
1693
+ "suffix": "self_attn.q_proj"
1694
+ },
1695
+ {
1696
+ "in_features": 2048,
1697
+ "layer_index": 17,
1698
+ "out_features": 256,
1699
+ "suffix": "self_attn.k_proj"
1700
+ },
1701
+ {
1702
+ "in_features": 2048,
1703
+ "layer_index": 17,
1704
+ "out_features": 256,
1705
+ "suffix": "self_attn.v_proj"
1706
+ },
1707
+ {
1708
+ "in_features": 2048,
1709
+ "layer_index": 17,
1710
+ "out_features": 2048,
1711
+ "suffix": "self_attn.o_proj"
1712
+ },
1713
+ {
1714
+ "in_features": 2048,
1715
+ "layer_index": 17,
1716
+ "out_features": 16384,
1717
+ "suffix": "mlp.gate_proj"
1718
+ },
1719
+ {
1720
+ "in_features": 2048,
1721
+ "layer_index": 17,
1722
+ "out_features": 16384,
1723
+ "suffix": "mlp.up_proj"
1724
+ },
1725
+ {
1726
+ "in_features": 16384,
1727
+ "layer_index": 17,
1728
+ "out_features": 2048,
1729
+ "suffix": "mlp.down_proj"
1730
+ }
1731
+ ],
1732
+ "world_size": 8
1733
+ }