File size: 5,122 Bytes
240c66f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 1000,
  "global_step": 2184,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.045787545787545784,
      "grad_norm": 8.169079780578613,
      "learning_rate": 1.9896720173943657e-05,
      "loss": 0.8583,
      "step": 100
    },
    {
      "epoch": 0.09157509157509157,
      "grad_norm": 22.747098922729492,
      "learning_rate": 1.9589014040268678e-05,
      "loss": 0.759,
      "step": 200
    },
    {
      "epoch": 0.13736263736263737,
      "grad_norm": 3.93502140045166,
      "learning_rate": 1.908323756616754e-05,
      "loss": 0.7104,
      "step": 300
    },
    {
      "epoch": 0.18315018315018314,
      "grad_norm": 10.182877540588379,
      "learning_rate": 1.838983805289396e-05,
      "loss": 0.7041,
      "step": 400
    },
    {
      "epoch": 0.22893772893772893,
      "grad_norm": 2.300295352935791,
      "learning_rate": 1.7523138336671628e-05,
      "loss": 0.7295,
      "step": 500
    },
    {
      "epoch": 0.27472527472527475,
      "grad_norm": 1.7253031730651855,
      "learning_rate": 1.6501040936687444e-05,
      "loss": 0.7295,
      "step": 600
    },
    {
      "epoch": 0.32051282051282054,
      "grad_norm": 1.2007420063018799,
      "learning_rate": 1.5344658261278013e-05,
      "loss": 0.6888,
      "step": 700
    },
    {
      "epoch": 0.3663003663003663,
      "grad_norm": 2.432363986968994,
      "learning_rate": 1.4077876510757502e-05,
      "loss": 0.6686,
      "step": 800
    },
    {
      "epoch": 0.41208791208791207,
      "grad_norm": 1.7616468667984009,
      "learning_rate": 1.2726862284894939e-05,
      "loss": 0.779,
      "step": 900
    },
    {
      "epoch": 0.45787545787545786,
      "grad_norm": 4.531213760375977,
      "learning_rate": 1.1319522086539666e-05,
      "loss": 0.711,
      "step": 1000
    },
    {
      "epoch": 0.45787545787545786,
      "eval_accuracy": 0.6213872832369942,
      "eval_loss": 0.7638348937034607,
      "eval_runtime": 12.3349,
      "eval_samples_per_second": 28.051,
      "eval_steps_per_second": 9.404,
      "step": 1000
    },
    {
      "epoch": 0.5036630036630036,
      "grad_norm": 4.445523738861084,
      "learning_rate": 9.884925885869326e-06,
      "loss": 0.6899,
      "step": 1100
    },
    {
      "epoch": 0.5494505494505495,
      "grad_norm": 5.363688945770264,
      "learning_rate": 8.452706652097187e-06,
      "loss": 0.6949,
      "step": 1200
    },
    {
      "epoch": 0.5952380952380952,
      "grad_norm": 11.651291847229004,
      "learning_rate": 7.052448255890958e-06,
      "loss": 0.6604,
      "step": 1300
    },
    {
      "epoch": 0.6410256410256411,
      "grad_norm": 10.71049690246582,
      "learning_rate": 5.713074385969457e-06,
      "loss": 0.667,
      "step": 1400
    },
    {
      "epoch": 0.6868131868131868,
      "grad_norm": 5.3541436195373535,
      "learning_rate": 4.462251102394669e-06,
      "loss": 0.6748,
      "step": 1500
    },
    {
      "epoch": 0.7326007326007326,
      "grad_norm": 7.145966529846191,
      "learning_rate": 3.325815367397557e-06,
      "loss": 0.665,
      "step": 1600
    },
    {
      "epoch": 0.7783882783882784,
      "grad_norm": 6.2031168937683105,
      "learning_rate": 2.327241357985063e-06,
      "loss": 0.735,
      "step": 1700
    },
    {
      "epoch": 0.8241758241758241,
      "grad_norm": 3.511324882507324,
      "learning_rate": 1.4871555841564889e-06,
      "loss": 0.6776,
      "step": 1800
    },
    {
      "epoch": 0.86996336996337,
      "grad_norm": 5.494836330413818,
      "learning_rate": 8.229108284305176e-07,
      "loss": 0.6689,
      "step": 1900
    },
    {
      "epoch": 0.9157509157509157,
      "grad_norm": 5.310685157775879,
      "learning_rate": 3.482277073731988e-07,
      "loss": 0.6407,
      "step": 2000
    },
    {
      "epoch": 0.9157509157509157,
      "eval_accuracy": 0.6329479768786127,
      "eval_loss": 0.6654821634292603,
      "eval_runtime": 12.2552,
      "eval_samples_per_second": 28.233,
      "eval_steps_per_second": 9.465,
      "step": 2000
    },
    {
      "epoch": 0.9615384615384616,
      "grad_norm": 11.22006893157959,
      "learning_rate": 7.291125901946027e-08,
      "loss": 0.6801,
      "step": 2100
    },
    {
      "epoch": 1.0,
      "step": 2184,
      "total_flos": 0.0,
      "train_loss": 0.7032692458603408,
      "train_runtime": 2584.7937,
      "train_samples_per_second": 2.534,
      "train_steps_per_second": 0.845
    }
  ],
  "logging_steps": 100,
  "max_steps": 2184,
  "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": 0.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}