File size: 8,852 Bytes
ac8d7bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.9879931389365352,
  "eval_steps": 500,
  "global_step": 72,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0137221269296741,
      "grad_norm": 23.312597274780273,
      "learning_rate": 0.0,
      "logits/chosen": -3.0826492309570312,
      "logits/rejected": -3.1289501190185547,
      "logps/chosen": -224.05235290527344,
      "logps/rejected": -239.40707397460938,
      "loss": 0.6931,
      "rewards/accuracies": 0.0,
      "rewards/chosen": 0.0,
      "rewards/margins": 0.0,
      "rewards/rejected": 0.0,
      "step": 1
    },
    {
      "epoch": 0.0686106346483705,
      "grad_norm": 27.118257522583008,
      "learning_rate": 2.5e-07,
      "logits/chosen": -2.9749486446380615,
      "logits/rejected": -3.077843427658081,
      "logps/chosen": -187.49241638183594,
      "logps/rejected": -283.5939025878906,
      "loss": 0.6834,
      "rewards/accuracies": 0.5625,
      "rewards/chosen": -0.0007624387508258224,
      "rewards/margins": 0.020107731223106384,
      "rewards/rejected": -0.02087016962468624,
      "step": 5
    },
    {
      "epoch": 0.137221269296741,
      "grad_norm": 21.591798782348633,
      "learning_rate": 4.996988640512931e-07,
      "logits/chosen": -2.9997000694274902,
      "logits/rejected": -3.1022396087646484,
      "logps/chosen": -200.90689086914062,
      "logps/rejected": -292.61444091796875,
      "loss": 0.5854,
      "rewards/accuracies": 0.940625011920929,
      "rewards/chosen": -0.014221695251762867,
      "rewards/margins": 0.24389581382274628,
      "rewards/rejected": -0.2581174969673157,
      "step": 10
    },
    {
      "epoch": 0.2058319039451115,
      "grad_norm": 12.920186996459961,
      "learning_rate": 4.892350839330522e-07,
      "logits/chosen": -2.883420944213867,
      "logits/rejected": -2.9923837184906006,
      "logps/chosen": -175.34622192382812,
      "logps/rejected": -294.7455749511719,
      "loss": 0.4103,
      "rewards/accuracies": 0.925000011920929,
      "rewards/chosen": -0.10586054623126984,
      "rewards/margins": 0.8374508619308472,
      "rewards/rejected": -0.943311333656311,
      "step": 15
    },
    {
      "epoch": 0.274442538593482,
      "grad_norm": 14.314050674438477,
      "learning_rate": 4.64432152500068e-07,
      "logits/chosen": -2.740008592605591,
      "logits/rejected": -2.9438371658325195,
      "logps/chosen": -192.83287048339844,
      "logps/rejected": -330.67755126953125,
      "loss": 0.2578,
      "rewards/accuracies": 0.9593750238418579,
      "rewards/chosen": -0.345708966255188,
      "rewards/margins": 1.699308156967163,
      "rewards/rejected": -2.0450172424316406,
      "step": 20
    },
    {
      "epoch": 0.34305317324185247,
      "grad_norm": 10.350852012634277,
      "learning_rate": 4.2677669529663686e-07,
      "logits/chosen": -2.7626330852508545,
      "logits/rejected": -2.9129269123077393,
      "logps/chosen": -187.16873168945312,
      "logps/rejected": -338.9030456542969,
      "loss": 0.2415,
      "rewards/accuracies": 0.9375,
      "rewards/chosen": -0.5644805431365967,
      "rewards/margins": 1.97623610496521,
      "rewards/rejected": -2.5407166481018066,
      "step": 25
    },
    {
      "epoch": 0.411663807890223,
      "grad_norm": 12.666106224060059,
      "learning_rate": 3.7852568604830535e-07,
      "logits/chosen": -2.6965413093566895,
      "logits/rejected": -2.8506977558135986,
      "logps/chosen": -190.6026611328125,
      "logps/rejected": -337.8497009277344,
      "loss": 0.2079,
      "rewards/accuracies": 0.953125,
      "rewards/chosen": -0.7271584272384644,
      "rewards/margins": 2.3706743717193604,
      "rewards/rejected": -3.0978329181671143,
      "step": 30
    },
    {
      "epoch": 0.48027444253859347,
      "grad_norm": 7.95162296295166,
      "learning_rate": 3.2257116931361555e-07,
      "logits/chosen": -2.6175200939178467,
      "logits/rejected": -2.8301939964294434,
      "logps/chosen": -177.00990295410156,
      "logps/rejected": -325.2242736816406,
      "loss": 0.1944,
      "rewards/accuracies": 0.956250011920929,
      "rewards/chosen": -0.6376256346702576,
      "rewards/margins": 2.4539847373962402,
      "rewards/rejected": -3.0916104316711426,
      "step": 35
    },
    {
      "epoch": 0.548885077186964,
      "grad_norm": 12.024945259094238,
      "learning_rate": 2.6226691858185454e-07,
      "logits/chosen": -2.6264350414276123,
      "logits/rejected": -2.80271315574646,
      "logps/chosen": -157.8688507080078,
      "logps/rejected": -315.71124267578125,
      "loss": 0.1893,
      "rewards/accuracies": 0.953125,
      "rewards/chosen": -0.7045091986656189,
      "rewards/margins": 2.5911941528320312,
      "rewards/rejected": -3.295703411102295,
      "step": 40
    },
    {
      "epoch": 0.6174957118353345,
      "grad_norm": 12.804183006286621,
      "learning_rate": 2.0122741949596793e-07,
      "logits/chosen": -2.5655877590179443,
      "logits/rejected": -2.7770166397094727,
      "logps/chosen": -186.1898956298828,
      "logps/rejected": -350.7716979980469,
      "loss": 0.1893,
      "rewards/accuracies": 0.953125,
      "rewards/chosen": -0.8316699266433716,
      "rewards/margins": 2.6264994144439697,
      "rewards/rejected": -3.4581692218780518,
      "step": 45
    },
    {
      "epoch": 0.6861063464837049,
      "grad_norm": 8.851630210876465,
      "learning_rate": 1.4311122664242953e-07,
      "logits/chosen": -2.564091205596924,
      "logits/rejected": -2.7729170322418213,
      "logps/chosen": -173.6750030517578,
      "logps/rejected": -336.9339294433594,
      "loss": 0.1599,
      "rewards/accuracies": 0.9750000238418579,
      "rewards/chosen": -0.8224509358406067,
      "rewards/margins": 2.8290677070617676,
      "rewards/rejected": -3.6515185832977295,
      "step": 50
    },
    {
      "epoch": 0.7547169811320755,
      "grad_norm": 11.309371948242188,
      "learning_rate": 9.140167895908865e-08,
      "logits/chosen": -2.5938456058502197,
      "logits/rejected": -2.785677194595337,
      "logps/chosen": -195.90493774414062,
      "logps/rejected": -358.4869384765625,
      "loss": 0.176,
      "rewards/accuracies": 0.956250011920929,
      "rewards/chosen": -0.9772733449935913,
      "rewards/margins": 2.8666346073150635,
      "rewards/rejected": -3.8439078330993652,
      "step": 55
    },
    {
      "epoch": 0.823327615780446,
      "grad_norm": 11.698320388793945,
      "learning_rate": 4.919811712983879e-08,
      "logits/chosen": -2.6009421348571777,
      "logits/rejected": -2.8167078495025635,
      "logps/chosen": -196.6665802001953,
      "logps/rejected": -381.7016296386719,
      "loss": 0.163,
      "rewards/accuracies": 0.956250011920929,
      "rewards/chosen": -0.9723421931266785,
      "rewards/margins": 3.029435873031616,
      "rewards/rejected": -4.001777648925781,
      "step": 60
    },
    {
      "epoch": 0.8919382504288165,
      "grad_norm": 10.755302429199219,
      "learning_rate": 1.9030116872178314e-08,
      "logits/chosen": -2.5659337043762207,
      "logits/rejected": -2.7652087211608887,
      "logps/chosen": -163.1660614013672,
      "logps/rejected": -347.26629638671875,
      "loss": 0.1707,
      "rewards/accuracies": 0.971875011920929,
      "rewards/chosen": -0.8446305990219116,
      "rewards/margins": 2.903198003768921,
      "rewards/rejected": -3.747828722000122,
      "step": 65
    },
    {
      "epoch": 0.9605488850771869,
      "grad_norm": 11.380764961242676,
      "learning_rate": 2.7058725088047464e-09,
      "logits/chosen": -2.54191255569458,
      "logits/rejected": -2.7878177165985107,
      "logps/chosen": -196.59622192382812,
      "logps/rejected": -356.73626708984375,
      "loss": 0.1788,
      "rewards/accuracies": 0.956250011920929,
      "rewards/chosen": -0.9953180551528931,
      "rewards/margins": 2.8245952129364014,
      "rewards/rejected": -3.819913148880005,
      "step": 70
    },
    {
      "epoch": 0.9879931389365352,
      "step": 72,
      "total_flos": 0.0,
      "train_loss": 0.26905302993125385,
      "train_runtime": 954.9092,
      "train_samples_per_second": 4.882,
      "train_steps_per_second": 0.075
    }
  ],
  "logging_steps": 5,
  "max_steps": 72,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 0.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}