File size: 6,131 Bytes
e42cb97
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.39800995024875624,
  "eval_steps": 500,
  "global_step": 1000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.03980099502487562,
      "grad_norm": 9.524229049682617,
      "learning_rate": 4.980474401576887e-07,
      "logits/chosen": -0.1925463080406189,
      "logits/rejected": -0.15873177349567413,
      "logps/chosen": -239.6322021484375,
      "logps/rejected": -242.57594299316406,
      "loss": 0.8819,
      "rewards/accuracies": 0.49281251430511475,
      "rewards/chosen": -1.3072433471679688,
      "rewards/margins": 0.008615786209702492,
      "rewards/rejected": -1.315859079360962,
      "step": 100
    },
    {
      "epoch": 0.07960199004975124,
      "grad_norm": 7.333236217498779,
      "learning_rate": 4.922202605502572e-07,
      "logits/chosen": 0.046361636370420456,
      "logits/rejected": 0.08236894011497498,
      "logps/chosen": -231.10765075683594,
      "logps/rejected": -233.24984741210938,
      "loss": 0.8361,
      "rewards/accuracies": 0.48875001072883606,
      "rewards/chosen": -0.9621695876121521,
      "rewards/margins": -0.021255964413285255,
      "rewards/rejected": -0.9409136772155762,
      "step": 200
    },
    {
      "epoch": 0.11940298507462686,
      "grad_norm": 5.164106369018555,
      "learning_rate": 4.82609484512869e-07,
      "logits/chosen": 0.0250965878367424,
      "logits/rejected": 0.054141998291015625,
      "logps/chosen": -229.79965209960938,
      "logps/rejected": -231.60562133789062,
      "loss": 0.8114,
      "rewards/accuracies": 0.48750001192092896,
      "rewards/chosen": -0.8564431667327881,
      "rewards/margins": -0.01034404058009386,
      "rewards/rejected": -0.8460990786552429,
      "step": 300
    },
    {
      "epoch": 0.15920398009950248,
      "grad_norm": 5.328795909881592,
      "learning_rate": 4.6936523696827614e-07,
      "logits/chosen": 0.039505548775196075,
      "logits/rejected": 0.05482972040772438,
      "logps/chosen": -233.69537353515625,
      "logps/rejected": -236.25210571289062,
      "loss": 0.7907,
      "rewards/accuracies": 0.49406251311302185,
      "rewards/chosen": -0.8005841970443726,
      "rewards/margins": 0.00799934659153223,
      "rewards/rejected": -0.8085834980010986,
      "step": 400
    },
    {
      "epoch": 0.19900497512437812,
      "grad_norm": 8.521681785583496,
      "learning_rate": 4.5269439940365644e-07,
      "logits/chosen": 0.11151163280010223,
      "logits/rejected": 0.1460810899734497,
      "logps/chosen": -227.23020935058594,
      "logps/rejected": -230.19451904296875,
      "loss": 0.7849,
      "rewards/accuracies": 0.4946874976158142,
      "rewards/chosen": -0.7644023299217224,
      "rewards/margins": -0.004693666007369757,
      "rewards/rejected": -0.7597086429595947,
      "step": 500
    },
    {
      "epoch": 0.23880597014925373,
      "grad_norm": 7.143113136291504,
      "learning_rate": 4.328573782827409e-07,
      "logits/chosen": 0.09673156589269638,
      "logits/rejected": 0.14390873908996582,
      "logps/chosen": -225.45919799804688,
      "logps/rejected": -225.44052124023438,
      "loss": 0.77,
      "rewards/accuracies": 0.5045312643051147,
      "rewards/chosen": -0.7256423830986023,
      "rewards/margins": 0.004257932770997286,
      "rewards/rejected": -0.7299003005027771,
      "step": 600
    },
    {
      "epoch": 0.27860696517412936,
      "grad_norm": 6.525391101837158,
      "learning_rate": 4.1016403737218373e-07,
      "logits/chosen": 0.05486857891082764,
      "logits/rejected": 0.09620587527751923,
      "logps/chosen": -228.3573760986328,
      "logps/rejected": -223.32395935058594,
      "loss": 0.7696,
      "rewards/accuracies": 0.5034375190734863,
      "rewards/chosen": -0.7243590354919434,
      "rewards/margins": 0.0008349200943484902,
      "rewards/rejected": -0.7251940369606018,
      "step": 700
    },
    {
      "epoch": 0.31840796019900497,
      "grad_norm": 8.071100234985352,
      "learning_rate": 3.849688575211836e-07,
      "logits/chosen": 0.004134657327085733,
      "logits/rejected": 0.02180260606110096,
      "logps/chosen": -234.44007873535156,
      "logps/rejected": -232.92913818359375,
      "loss": 0.7682,
      "rewards/accuracies": 0.5073437690734863,
      "rewards/chosen": -0.7022367119789124,
      "rewards/margins": 0.0076367598958313465,
      "rewards/rejected": -0.7098734974861145,
      "step": 800
    },
    {
      "epoch": 0.3582089552238806,
      "grad_norm": 9.765380859375,
      "learning_rate": 3.576653995009154e-07,
      "logits/chosen": 0.018308693543076515,
      "logits/rejected": 0.04190211370587349,
      "logps/chosen": -224.4905242919922,
      "logps/rejected": -228.26222229003906,
      "loss": 0.7467,
      "rewards/accuracies": 0.5228124856948853,
      "rewards/chosen": -0.7309367656707764,
      "rewards/margins": 0.04116936773061752,
      "rewards/rejected": -0.7721061110496521,
      "step": 900
    },
    {
      "epoch": 0.39800995024875624,
      "grad_norm": 6.442622184753418,
      "learning_rate": 3.286801563968721e-07,
      "logits/chosen": -0.018274417147040367,
      "logits/rejected": -0.015018883161246777,
      "logps/chosen": -230.45724487304688,
      "logps/rejected": -229.37107849121094,
      "loss": 0.7517,
      "rewards/accuracies": 0.5123437643051147,
      "rewards/chosen": -0.738405704498291,
      "rewards/margins": 0.026958582922816277,
      "rewards/rejected": -0.765364408493042,
      "step": 1000
    }
  ],
  "logging_steps": 100,
  "max_steps": 2512,
  "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": false
      },
      "attributes": {}
    }
  },
  "total_flos": 0.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}