File size: 7,113 Bytes
36d42cf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.9872340425531916,
  "eval_steps": 100,
  "global_step": 58,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "clip_ratio": 0.0,
      "completion_length": 971.7639999389648,
      "epoch": 0.03404255319148936,
      "grad_norm": 0.28463842001337397,
      "kl": 0.0,
      "learning_rate": 5e-07,
      "loss": 0.134,
      "reward": 0.5082886815071106,
      "reward_std": 0.15963527746498585,
      "rewards/accuracy_reward": 0.745535746216774,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.23724707029759884,
      "step": 1
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 974.6809825897217,
      "epoch": 0.1702127659574468,
      "grad_norm": 0.23728338609141092,
      "kl": 7.671117782592773e-05,
      "learning_rate": 2.5e-06,
      "loss": 0.132,
      "reward": 0.4996245112270117,
      "reward_std": 0.1835802630521357,
      "rewards/accuracy_reward": 0.737583739683032,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.23795922426506877,
      "step": 5
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 867.940104675293,
      "epoch": 0.3404255319148936,
      "grad_norm": 0.6283062851573521,
      "kl": 0.008861899375915527,
      "learning_rate": 2.956412726139078e-06,
      "loss": 0.1317,
      "reward": 0.5490380935370922,
      "reward_std": 0.1904804239049554,
      "rewards/accuracy_reward": 0.7609375298023224,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.21189943961799146,
      "step": 10
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 730.2546096801758,
      "epoch": 0.5106382978723404,
      "grad_norm": 1.310897088360317,
      "kl": 0.26617431640625,
      "learning_rate": 2.7836719084521715e-06,
      "loss": 0.1354,
      "reward": 0.47696074694395063,
      "reward_std": 0.23283899687230586,
      "rewards/accuracy_reward": 0.6552455656230449,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.17828481681644917,
      "step": 15
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 575.1072868347168,
      "epoch": 0.6808510638297872,
      "grad_norm": 2.0875900059869346,
      "kl": 0.91943359375,
      "learning_rate": 2.4946839873611927e-06,
      "loss": 0.178,
      "reward": 0.44084297828376295,
      "reward_std": 0.2517234329134226,
      "rewards/accuracy_reward": 0.5812500230967999,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.14040705244988202,
      "step": 20
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 543.0458961486817,
      "epoch": 0.851063829787234,
      "grad_norm": 8.217171705965015,
      "kl": 1.1748046875,
      "learning_rate": 2.1156192081791355e-06,
      "loss": 0.2204,
      "reward": 0.4586034990847111,
      "reward_std": 0.23402524627745153,
      "rewards/accuracy_reward": 0.5911830633878707,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.13257956448942423,
      "step": 25
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 521.1100387573242,
      "epoch": 1.0340425531914894,
      "grad_norm": 6.762082627347706,
      "kl": 0.7322998046875,
      "learning_rate": 1.6808050203829845e-06,
      "loss": 0.1845,
      "reward": 0.5005072712898254,
      "reward_std": 0.23026448152959347,
      "rewards/accuracy_reward": 0.627120566368103,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.1266132965683937,
      "step": 30
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 494.15995559692385,
      "epoch": 1.2042553191489362,
      "grad_norm": 3.1612480284068982,
      "kl": 1.55126953125,
      "learning_rate": 1.2296174432791415e-06,
      "loss": 0.2725,
      "reward": 0.48895372450351715,
      "reward_std": 0.24462027363479139,
      "rewards/accuracy_reward": 0.6095982402563095,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.12064452040940524,
      "step": 35
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 483.87390594482423,
      "epoch": 1.374468085106383,
      "grad_norm": 4.294437421320427,
      "kl": 1.28154296875,
      "learning_rate": 8.029152419343472e-07,
      "loss": 0.2563,
      "reward": 0.47126407250761987,
      "reward_std": 0.2647111125290394,
      "rewards/accuracy_reward": 0.5893973462283612,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.1181332778185606,
      "step": 40
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 481.56776733398436,
      "epoch": 1.5446808510638297,
      "grad_norm": 4.491684991262943,
      "kl": 1.42666015625,
      "learning_rate": 4.3933982822017883e-07,
      "loss": 0.2752,
      "reward": 0.4363360181450844,
      "reward_std": 0.2855977095663548,
      "rewards/accuracy_reward": 0.5539062716066837,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.11757025569677353,
      "step": 45
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 484.0088371276855,
      "epoch": 1.7148936170212767,
      "grad_norm": 2.1484729806652747,
      "kl": 1.5796875,
      "learning_rate": 1.718159615201853e-07,
      "loss": 0.2947,
      "reward": 0.4461195237934589,
      "reward_std": 0.28383450768887997,
      "rewards/accuracy_reward": 0.564285734295845,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.11816622000187635,
      "step": 50
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 489.8710029602051,
      "epoch": 1.8851063829787233,
      "grad_norm": 1.8313195035052112,
      "kl": 1.49287109375,
      "learning_rate": 2.4570139579284723e-08,
      "loss": 0.2968,
      "reward": 0.44390707574784755,
      "reward_std": 0.281308988109231,
      "rewards/accuracy_reward": 0.5635044880211353,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.11959741283208132,
      "step": 55
    },
    {
      "clip_ratio": 0.0,
      "completion_length": 490.9578692118327,
      "epoch": 1.9872340425531916,
      "kl": 1.4850260416666667,
      "reward": 0.4616190791130066,
      "reward_std": 0.27286908278862637,
      "rewards/accuracy_reward": 0.5811012176175913,
      "rewards/format_reward": 0.0,
      "rewards/len_penalty": -0.1194821372628212,
      "step": 58,
      "total_flos": 0.0,
      "train_loss": 0.2185068104801507,
      "train_runtime": 17682.4744,
      "train_samples_per_second": 0.848,
      "train_steps_per_second": 0.003
    }
  ],
  "logging_steps": 5,
  "max_steps": 58,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 10,
  "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": 32,
  "trial_name": null,
  "trial_params": null
}