File size: 7,196 Bytes
20796b1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.9221902017291066,
  "eval_steps": 500,
  "global_step": 10,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.09221902017291066,
      "grad_norm": 0.28995242714881897,
      "learning_rate": 5e-07,
      "logits/chosen": 0.15359075367450714,
      "logits/rejected": 0.28793957829475403,
      "logps/chosen": -134.6827850341797,
      "logps/ref_chosen": -134.9701690673828,
      "logps/ref_rejected": -165.28143310546875,
      "logps/rejected": -164.89645385742188,
      "loss": 0.6936,
      "rewards/accuracies": 0.4140625,
      "rewards/chosen": 0.0028739594854414463,
      "rewards/margins": -0.0009759241947904229,
      "rewards/rejected": 0.003849883796647191,
      "step": 1
    },
    {
      "epoch": 0.1844380403458213,
      "grad_norm": 0.3918780982494354,
      "learning_rate": 4.849231551964771e-07,
      "logits/chosen": 0.10343426465988159,
      "logits/rejected": 0.3228362500667572,
      "logps/chosen": -140.3193817138672,
      "logps/ref_chosen": -140.7550506591797,
      "logps/ref_rejected": -185.51889038085938,
      "logps/rejected": -185.00494384765625,
      "loss": 0.6935,
      "rewards/accuracies": 0.4453125,
      "rewards/chosen": 0.0043566604144871235,
      "rewards/margins": -0.0007828354137018323,
      "rewards/rejected": 0.005139495711773634,
      "step": 2
    },
    {
      "epoch": 0.276657060518732,
      "grad_norm": 0.4100656509399414,
      "learning_rate": 4.415111107797445e-07,
      "logits/chosen": 0.15804989635944366,
      "logits/rejected": 0.3310811519622803,
      "logps/chosen": -141.03822326660156,
      "logps/ref_chosen": -141.44863891601562,
      "logps/ref_rejected": -178.04934692382812,
      "logps/rejected": -177.44610595703125,
      "loss": 0.6941,
      "rewards/accuracies": 0.3828125,
      "rewards/chosen": 0.004104274790734053,
      "rewards/margins": -0.0019280731212347746,
      "rewards/rejected": 0.006032348144799471,
      "step": 3
    },
    {
      "epoch": 0.3688760806916426,
      "grad_norm": 0.35813120007514954,
      "learning_rate": 3.75e-07,
      "logits/chosen": 0.15596161782741547,
      "logits/rejected": 0.2932696044445038,
      "logps/chosen": -138.91563415527344,
      "logps/ref_chosen": -139.12986755371094,
      "logps/ref_rejected": -170.19546508789062,
      "logps/rejected": -169.88096618652344,
      "loss": 0.6937,
      "rewards/accuracies": 0.4453125,
      "rewards/chosen": 0.0021424877922981977,
      "rewards/margins": -0.0010024935472756624,
      "rewards/rejected": 0.00314498133957386,
      "step": 4
    },
    {
      "epoch": 0.4610951008645533,
      "grad_norm": 0.3679925203323364,
      "learning_rate": 2.934120444167326e-07,
      "logits/chosen": 0.1751195341348648,
      "logits/rejected": 0.2788362205028534,
      "logps/chosen": -135.33677673339844,
      "logps/ref_chosen": -135.38316345214844,
      "logps/ref_rejected": -162.080322265625,
      "logps/rejected": -161.86647033691406,
      "loss": 0.694,
      "rewards/accuracies": 0.3984375,
      "rewards/chosen": 0.0004639970720745623,
      "rewards/margins": -0.0016744149615988135,
      "rewards/rejected": 0.002138411859050393,
      "step": 5
    },
    {
      "epoch": 0.553314121037464,
      "grad_norm": 0.33639660477638245,
      "learning_rate": 2.065879555832674e-07,
      "logits/chosen": 0.13116978108882904,
      "logits/rejected": 0.315093994140625,
      "logps/chosen": -134.42941284179688,
      "logps/ref_chosen": -134.54176330566406,
      "logps/ref_rejected": -169.29995727539062,
      "logps/rejected": -169.15988159179688,
      "loss": 0.6933,
      "rewards/accuracies": 0.46875,
      "rewards/chosen": 0.0011235313722863793,
      "rewards/margins": -0.00027740595396608114,
      "rewards/rejected": 0.0014009373262524605,
      "step": 6
    },
    {
      "epoch": 0.6455331412103746,
      "grad_norm": 0.39756712317466736,
      "learning_rate": 1.2500000000000005e-07,
      "logits/chosen": 0.06657359004020691,
      "logits/rejected": 0.2838346064090729,
      "logps/chosen": -139.63577270507812,
      "logps/ref_chosen": -139.84368896484375,
      "logps/ref_rejected": -191.49578857421875,
      "logps/rejected": -191.23190307617188,
      "loss": 0.6934,
      "rewards/accuracies": 0.4375,
      "rewards/chosen": 0.0020792591385543346,
      "rewards/margins": -0.0005596381961368024,
      "rewards/rejected": 0.0026388971600681543,
      "step": 7
    },
    {
      "epoch": 0.7377521613832853,
      "grad_norm": 0.3440794348716736,
      "learning_rate": 5.848888922025552e-08,
      "logits/chosen": 0.22174814343452454,
      "logits/rejected": 0.31970879435539246,
      "logps/chosen": -138.87844848632812,
      "logps/ref_chosen": -139.12380981445312,
      "logps/ref_rejected": -156.94317626953125,
      "logps/rejected": -156.6990203857422,
      "loss": 0.6931,
      "rewards/accuracies": 0.53125,
      "rewards/chosen": 0.0024535127449780703,
      "rewards/margins": 1.1861870007123798e-05,
      "rewards/rejected": 0.0024416507221758366,
      "step": 8
    },
    {
      "epoch": 0.829971181556196,
      "grad_norm": 0.4615296721458435,
      "learning_rate": 1.507684480352292e-08,
      "logits/chosen": 0.17079558968544006,
      "logits/rejected": 0.3105747401714325,
      "logps/chosen": -141.0509490966797,
      "logps/ref_chosen": -141.11288452148438,
      "logps/ref_rejected": -176.02235412597656,
      "logps/rejected": -175.96676635742188,
      "loss": 0.6931,
      "rewards/accuracies": 0.5,
      "rewards/chosen": 0.0006195049500092864,
      "rewards/margins": 6.36618715361692e-05,
      "rewards/rejected": 0.0005558431148529053,
      "step": 9
    },
    {
      "epoch": 0.9221902017291066,
      "grad_norm": 0.30170878767967224,
      "learning_rate": 0.0,
      "logits/chosen": 0.11142128705978394,
      "logits/rejected": 0.29976457357406616,
      "logps/chosen": -134.70315551757812,
      "logps/ref_chosen": -134.6975555419922,
      "logps/ref_rejected": -171.15438842773438,
      "logps/rejected": -171.20152282714844,
      "loss": 0.6929,
      "rewards/accuracies": 0.515625,
      "rewards/chosen": -5.5965225328691304e-05,
      "rewards/margins": 0.00041539373341947794,
      "rewards/rejected": -0.0004713588859885931,
      "step": 10
    },
    {
      "epoch": 0.9221902017291066,
      "step": 10,
      "total_flos": 0.0,
      "train_loss": 0.6934871196746826,
      "train_runtime": 628.3288,
      "train_samples_per_second": 2.207,
      "train_steps_per_second": 0.016
    }
  ],
  "logging_steps": 1,
  "max_steps": 10,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 100000,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": false,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 0.0,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}