File size: 4,734 Bytes
623ab99
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.9988785046728972,
  "eval_steps": 250,
  "global_step": 668,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0508411214953271,
      "grad_norm": 6.148442268371582,
      "learning_rate": 4.925373134328357e-07,
      "loss": 0.8298,
      "step": 34
    },
    {
      "epoch": 0.1016822429906542,
      "grad_norm": 5.179326057434082,
      "learning_rate": 1e-06,
      "loss": 0.7879,
      "step": 68
    },
    {
      "epoch": 0.1525233644859813,
      "grad_norm": 8.394994735717773,
      "learning_rate": 9.434276206322796e-07,
      "loss": 0.7715,
      "step": 102
    },
    {
      "epoch": 0.2033644859813084,
      "grad_norm": 5.82094669342041,
      "learning_rate": 8.86855241264559e-07,
      "loss": 0.6331,
      "step": 136
    },
    {
      "epoch": 0.2542056074766355,
      "grad_norm": 4.441252708435059,
      "learning_rate": 8.302828618968386e-07,
      "loss": 0.5245,
      "step": 170
    },
    {
      "epoch": 0.3050467289719626,
      "grad_norm": 2.468092441558838,
      "learning_rate": 7.737104825291181e-07,
      "loss": 0.4262,
      "step": 204
    },
    {
      "epoch": 0.3558878504672897,
      "grad_norm": 2.0495502948760986,
      "learning_rate": 7.171381031613977e-07,
      "loss": 0.3937,
      "step": 238
    },
    {
      "epoch": 0.37383177570093457,
      "eval_loss": 0.35631871223449707,
      "eval_runtime": 8.2626,
      "eval_samples_per_second": 60.514,
      "eval_steps_per_second": 15.128,
      "step": 250
    },
    {
      "epoch": 0.4067289719626168,
      "grad_norm": 2.0684010982513428,
      "learning_rate": 6.605657237936771e-07,
      "loss": 0.3419,
      "step": 272
    },
    {
      "epoch": 0.4575700934579439,
      "grad_norm": 1.443009853363037,
      "learning_rate": 6.039933444259567e-07,
      "loss": 0.3097,
      "step": 306
    },
    {
      "epoch": 0.508411214953271,
      "grad_norm": 2.7391750812530518,
      "learning_rate": 5.474209650582362e-07,
      "loss": 0.3268,
      "step": 340
    },
    {
      "epoch": 0.5592523364485982,
      "grad_norm": 1.2236157655715942,
      "learning_rate": 4.908485856905157e-07,
      "loss": 0.2848,
      "step": 374
    },
    {
      "epoch": 0.6100934579439252,
      "grad_norm": 2.509227991104126,
      "learning_rate": 4.342762063227953e-07,
      "loss": 0.2915,
      "step": 408
    },
    {
      "epoch": 0.6609345794392524,
      "grad_norm": 1.413485050201416,
      "learning_rate": 3.7770382695507487e-07,
      "loss": 0.2943,
      "step": 442
    },
    {
      "epoch": 0.7117757009345794,
      "grad_norm": 1.3338403701782227,
      "learning_rate": 3.211314475873544e-07,
      "loss": 0.2652,
      "step": 476
    },
    {
      "epoch": 0.7476635514018691,
      "eval_loss": 0.2791045904159546,
      "eval_runtime": 8.2621,
      "eval_samples_per_second": 60.517,
      "eval_steps_per_second": 15.129,
      "step": 500
    },
    {
      "epoch": 0.7626168224299066,
      "grad_norm": 1.2423838376998901,
      "learning_rate": 2.6455906821963394e-07,
      "loss": 0.2638,
      "step": 510
    },
    {
      "epoch": 0.8134579439252336,
      "grad_norm": 1.2810912132263184,
      "learning_rate": 2.0798668885191347e-07,
      "loss": 0.255,
      "step": 544
    },
    {
      "epoch": 0.8642990654205608,
      "grad_norm": 0.9057357907295227,
      "learning_rate": 1.51414309484193e-07,
      "loss": 0.2611,
      "step": 578
    },
    {
      "epoch": 0.9151401869158878,
      "grad_norm": 0.9654864072799683,
      "learning_rate": 9.484193011647254e-08,
      "loss": 0.2443,
      "step": 612
    },
    {
      "epoch": 0.965981308411215,
      "grad_norm": 2.114741802215576,
      "learning_rate": 3.826955074875208e-08,
      "loss": 0.2622,
      "step": 646
    },
    {
      "epoch": 0.9988785046728972,
      "step": 668,
      "total_flos": 3.4491556954112e+16,
      "train_loss": 0.4039554995690991,
      "train_runtime": 629.4568,
      "train_samples_per_second": 16.999,
      "train_steps_per_second": 1.061
    }
  ],
  "logging_steps": 34,
  "max_steps": 668,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 3.4491556954112e+16,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}