File size: 6,252 Bytes
d33638d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.6489292667099286,
  "eval_steps": 25,
  "global_step": 125,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.12978585334198572,
      "grad_norm": 64.38245391845703,
      "learning_rate": 5e-07,
      "logits/chosen": -1.9029332399368286,
      "logits/rejected": -2.053706407546997,
      "logps/chosen": -40.4902458190918,
      "logps/rejected": -25.3558406829834,
      "loss": 0.5968,
      "rewards/accuracies": 0.800000011920929,
      "rewards/chosen": 0.17978771030902863,
      "rewards/margins": 0.2116149365901947,
      "rewards/rejected": -0.031827230006456375,
      "step": 25
    },
    {
      "epoch": 0.12978585334198572,
      "eval_logits/chosen": -1.9241564273834229,
      "eval_logits/rejected": -2.0354554653167725,
      "eval_logps/chosen": -38.01565933227539,
      "eval_logps/rejected": -26.247798919677734,
      "eval_loss": 0.454921156167984,
      "eval_rewards/accuracies": 1.0,
      "eval_rewards/chosen": 0.4693543612957001,
      "eval_rewards/margins": 0.5530296564102173,
      "eval_rewards/rejected": -0.083675317466259,
      "eval_runtime": 140.2735,
      "eval_samples_per_second": 0.585,
      "eval_steps_per_second": 0.585,
      "step": 25
    },
    {
      "epoch": 0.25957170668397145,
      "grad_norm": 40.388370513916016,
      "learning_rate": 5e-07,
      "logits/chosen": -1.9818081855773926,
      "logits/rejected": -2.0913336277008057,
      "logps/chosen": -34.876155853271484,
      "logps/rejected": -27.348379135131836,
      "loss": 0.3498,
      "rewards/accuracies": 1.0,
      "rewards/chosen": 0.7389992475509644,
      "rewards/margins": 0.8872407674789429,
      "rewards/rejected": -0.14824140071868896,
      "step": 50
    },
    {
      "epoch": 0.25957170668397145,
      "eval_logits/chosen": -2.0032734870910645,
      "eval_logits/rejected": -2.0942301750183105,
      "eval_logps/chosen": -32.67618942260742,
      "eval_logps/rejected": -27.68032455444336,
      "eval_loss": 0.2584493160247803,
      "eval_rewards/accuracies": 1.0,
      "eval_rewards/chosen": 1.003301739692688,
      "eval_rewards/margins": 1.2302298545837402,
      "eval_rewards/rejected": -0.22692809998989105,
      "eval_runtime": 140.4996,
      "eval_samples_per_second": 0.584,
      "eval_steps_per_second": 0.584,
      "step": 50
    },
    {
      "epoch": 0.3893575600259572,
      "grad_norm": 29.64296531677246,
      "learning_rate": 5e-07,
      "logits/chosen": -2.0457983016967773,
      "logits/rejected": -2.112644910812378,
      "logps/chosen": -29.919565200805664,
      "logps/rejected": -29.504945755004883,
      "loss": 0.1989,
      "rewards/accuracies": 1.0,
      "rewards/chosen": 1.2103655338287354,
      "rewards/margins": 1.545750379562378,
      "rewards/rejected": -0.33538496494293213,
      "step": 75
    },
    {
      "epoch": 0.3893575600259572,
      "eval_logits/chosen": -2.056947946548462,
      "eval_logits/rejected": -2.1299691200256348,
      "eval_logps/chosen": -28.753862380981445,
      "eval_logps/rejected": -30.1635684967041,
      "eval_loss": 0.14609307050704956,
      "eval_rewards/accuracies": 1.0,
      "eval_rewards/chosen": 1.3955342769622803,
      "eval_rewards/margins": 1.8707866668701172,
      "eval_rewards/rejected": -0.4752523899078369,
      "eval_runtime": 140.5032,
      "eval_samples_per_second": 0.584,
      "eval_steps_per_second": 0.584,
      "step": 75
    },
    {
      "epoch": 0.5191434133679429,
      "grad_norm": 15.144841194152832,
      "learning_rate": 5e-07,
      "logits/chosen": -1.9773192405700684,
      "logits/rejected": -2.081099271774292,
      "logps/chosen": -27.414873123168945,
      "logps/rejected": -32.0408935546875,
      "loss": 0.1067,
      "rewards/accuracies": 1.0,
      "rewards/chosen": 1.5709582567214966,
      "rewards/margins": 2.2332875728607178,
      "rewards/rejected": -0.6623291969299316,
      "step": 100
    },
    {
      "epoch": 0.5191434133679429,
      "eval_logits/chosen": -2.0898687839508057,
      "eval_logits/rejected": -2.1492760181427,
      "eval_logps/chosen": -25.59548568725586,
      "eval_logps/rejected": -34.3668098449707,
      "eval_loss": 0.07369648665189743,
      "eval_rewards/accuracies": 1.0,
      "eval_rewards/chosen": 1.7113721370697021,
      "eval_rewards/margins": 2.6069483757019043,
      "eval_rewards/rejected": -0.8955763578414917,
      "eval_runtime": 140.7464,
      "eval_samples_per_second": 0.583,
      "eval_steps_per_second": 0.583,
      "step": 100
    },
    {
      "epoch": 0.6489292667099286,
      "grad_norm": 6.891702175140381,
      "learning_rate": 5e-07,
      "logits/chosen": -2.0497264862060547,
      "logits/rejected": -2.113835334777832,
      "logps/chosen": -25.3034725189209,
      "logps/rejected": -37.589698791503906,
      "loss": 0.0501,
      "rewards/accuracies": 1.0,
      "rewards/chosen": 1.810562014579773,
      "rewards/margins": 3.047495126724243,
      "rewards/rejected": -1.2369328737258911,
      "step": 125
    },
    {
      "epoch": 0.6489292667099286,
      "eval_logits/chosen": -2.117217540740967,
      "eval_logits/rejected": -2.166142463684082,
      "eval_logps/chosen": -24.0587100982666,
      "eval_logps/rejected": -42.671173095703125,
      "eval_loss": 0.02941078133881092,
      "eval_rewards/accuracies": 1.0,
      "eval_rewards/chosen": 1.8650493621826172,
      "eval_rewards/margins": 3.59106183052063,
      "eval_rewards/rejected": -1.7260124683380127,
      "eval_runtime": 140.3665,
      "eval_samples_per_second": 0.584,
      "eval_steps_per_second": 0.584,
      "step": 125
    }
  ],
  "logging_steps": 25,
  "max_steps": 384,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 25,
  "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": 1,
  "trial_name": null,
  "trial_params": null
}