File size: 6,369 Bytes
7d4ee2d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.99581589958159,
  "eval_steps": 500,
  "global_step": 119,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.01,
      "learning_rate": 4.166666666666666e-08,
      "logits/chosen": -2.716510057449341,
      "logits/rejected": -2.7105798721313477,
      "logps/chosen": -175.55441284179688,
      "logps/rejected": -222.94068908691406,
      "loss": 0.6931,
      "rewards/accuracies": 0.0,
      "rewards/chosen": 0.0,
      "rewards/margins": 0.0,
      "rewards/rejected": 0.0,
      "step": 1
    },
    {
      "epoch": 0.08,
      "learning_rate": 4.1666666666666667e-07,
      "logits/chosen": -2.7519237995147705,
      "logits/rejected": -2.716820001602173,
      "logps/chosen": -186.0233154296875,
      "logps/rejected": -250.5030059814453,
      "loss": 0.6918,
      "rewards/accuracies": 0.5347222089767456,
      "rewards/chosen": -0.003977265674620867,
      "rewards/margins": 0.008249405771493912,
      "rewards/rejected": -0.012226670980453491,
      "step": 10
    },
    {
      "epoch": 0.17,
      "learning_rate": 4.931352528237397e-07,
      "logits/chosen": -2.656189441680908,
      "logits/rejected": -2.6212830543518066,
      "logps/chosen": -247.41494750976562,
      "logps/rejected": -254.1903533935547,
      "loss": 0.691,
      "rewards/accuracies": 0.543749988079071,
      "rewards/chosen": -0.2717934250831604,
      "rewards/margins": 0.07151587307453156,
      "rewards/rejected": -0.34330934286117554,
      "step": 20
    },
    {
      "epoch": 0.25,
      "learning_rate": 4.658920803689553e-07,
      "logits/chosen": -2.602332592010498,
      "logits/rejected": -2.5776302814483643,
      "logps/chosen": -248.0190887451172,
      "logps/rejected": -270.84722900390625,
      "loss": 0.6919,
      "rewards/accuracies": 0.5874999761581421,
      "rewards/chosen": -0.442482054233551,
      "rewards/margins": 0.07939548790454865,
      "rewards/rejected": -0.5218775272369385,
      "step": 30
    },
    {
      "epoch": 0.33,
      "learning_rate": 4.201712553872657e-07,
      "logits/chosen": -2.5487563610076904,
      "logits/rejected": -2.5239639282226562,
      "logps/chosen": -244.3371124267578,
      "logps/rejected": -259.01324462890625,
      "loss": 0.6885,
      "rewards/accuracies": 0.543749988079071,
      "rewards/chosen": -0.2263740599155426,
      "rewards/margins": 0.041686661541461945,
      "rewards/rejected": -0.26806074380874634,
      "step": 40
    },
    {
      "epoch": 0.42,
      "learning_rate": 3.598859066780754e-07,
      "logits/chosen": -2.5481457710266113,
      "logits/rejected": -2.51816463470459,
      "logps/chosen": -246.34762573242188,
      "logps/rejected": -275.49151611328125,
      "loss": 0.6676,
      "rewards/accuracies": 0.625,
      "rewards/chosen": -0.2860008180141449,
      "rewards/margins": 0.09634693711996078,
      "rewards/rejected": -0.3823477625846863,
      "step": 50
    },
    {
      "epoch": 0.5,
      "learning_rate": 2.9019570347986706e-07,
      "logits/chosen": -2.431131362915039,
      "logits/rejected": -2.448798656463623,
      "logps/chosen": -269.74493408203125,
      "logps/rejected": -303.2239990234375,
      "loss": 0.6669,
      "rewards/accuracies": 0.6312500238418579,
      "rewards/chosen": -0.5165982246398926,
      "rewards/margins": 0.1851460039615631,
      "rewards/rejected": -0.7017441987991333,
      "step": 60
    },
    {
      "epoch": 0.59,
      "learning_rate": 2.1706525253979534e-07,
      "logits/chosen": -2.425497055053711,
      "logits/rejected": -2.391167402267456,
      "logps/chosen": -265.3540344238281,
      "logps/rejected": -305.040283203125,
      "loss": 0.6602,
      "rewards/accuracies": 0.643750011920929,
      "rewards/chosen": -0.5042034983634949,
      "rewards/margins": 0.13428547978401184,
      "rewards/rejected": -0.6384889483451843,
      "step": 70
    },
    {
      "epoch": 0.67,
      "learning_rate": 1.4675360263490295e-07,
      "logits/chosen": -2.4082672595977783,
      "logits/rejected": -2.3618528842926025,
      "logps/chosen": -234.425537109375,
      "logps/rejected": -287.005859375,
      "loss": 0.6639,
      "rewards/accuracies": 0.5625,
      "rewards/chosen": -0.44368410110473633,
      "rewards/margins": 0.15288691222667694,
      "rewards/rejected": -0.5965710282325745,
      "step": 80
    },
    {
      "epoch": 0.75,
      "learning_rate": 8.527854855097224e-08,
      "logits/chosen": -2.4282336235046387,
      "logits/rejected": -2.3792128562927246,
      "logps/chosen": -274.50714111328125,
      "logps/rejected": -271.96221923828125,
      "loss": 0.6585,
      "rewards/accuracies": 0.6312500238418579,
      "rewards/chosen": -0.41591668128967285,
      "rewards/margins": 0.14339400827884674,
      "rewards/rejected": -0.5593106746673584,
      "step": 90
    },
    {
      "epoch": 0.84,
      "learning_rate": 3.790158337517127e-08,
      "logits/chosen": -2.379441738128662,
      "logits/rejected": -2.3764429092407227,
      "logps/chosen": -241.2744598388672,
      "logps/rejected": -290.3218688964844,
      "loss": 0.6502,
      "rewards/accuracies": 0.59375,
      "rewards/chosen": -0.41449299454689026,
      "rewards/margins": 0.1260414719581604,
      "rewards/rejected": -0.5405344367027283,
      "step": 100
    },
    {
      "epoch": 0.92,
      "learning_rate": 8.677580722139671e-09,
      "logits/chosen": -2.385240077972412,
      "logits/rejected": -2.4066944122314453,
      "logps/chosen": -242.5824737548828,
      "logps/rejected": -280.25323486328125,
      "loss": 0.6612,
      "rewards/accuracies": 0.5375000238418579,
      "rewards/chosen": -0.47699427604675293,
      "rewards/margins": 0.030102651566267014,
      "rewards/rejected": -0.5070968866348267,
      "step": 110
    },
    {
      "epoch": 1.0,
      "step": 119,
      "total_flos": 0.0,
      "train_loss": 0.672575786334126,
      "train_runtime": 1976.2133,
      "train_samples_per_second": 7.733,
      "train_steps_per_second": 0.06
    }
  ],
  "logging_steps": 10,
  "max_steps": 119,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 100,
  "total_flos": 0.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}