File size: 6,524 Bytes
8f8e5ef
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "eval_steps": 3000,
  "global_step": 44343,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 6.76544212164265e-05,
      "grad_norm": 13.6875,
      "learning_rate": 0.0002999932345578783,
      "loss": 4.8125,
      "step": 1
    },
    {
      "epoch": 0.20296326364927947,
      "grad_norm": 0.9453125,
      "learning_rate": 0.000279703673635072,
      "loss": 3.1476,
      "step": 3000
    },
    {
      "epoch": 0.20296326364927947,
      "eval_loss": 2.6158535480499268,
      "eval_runtime": 54.7052,
      "eval_samples_per_second": 1725.705,
      "eval_steps_per_second": 6.745,
      "step": 3000
    },
    {
      "epoch": 0.40592652729855894,
      "grad_norm": 0.98046875,
      "learning_rate": 0.0002594073472701441,
      "loss": 3.0318,
      "step": 6000
    },
    {
      "epoch": 0.40592652729855894,
      "eval_loss": 2.588202953338623,
      "eval_runtime": 54.5614,
      "eval_samples_per_second": 1730.252,
      "eval_steps_per_second": 6.763,
      "step": 6000
    },
    {
      "epoch": 0.6088897909478385,
      "grad_norm": 0.8203125,
      "learning_rate": 0.0002391110209052161,
      "loss": 3.0079,
      "step": 9000
    },
    {
      "epoch": 0.6088897909478385,
      "eval_loss": 2.5750339031219482,
      "eval_runtime": 54.4102,
      "eval_samples_per_second": 1735.062,
      "eval_steps_per_second": 6.782,
      "step": 9000
    },
    {
      "epoch": 0.8118530545971179,
      "grad_norm": 1.09375,
      "learning_rate": 0.0002188146945402882,
      "loss": 3.0,
      "step": 12000
    },
    {
      "epoch": 0.8118530545971179,
      "eval_loss": 2.5675389766693115,
      "eval_runtime": 54.4389,
      "eval_samples_per_second": 1734.145,
      "eval_steps_per_second": 6.778,
      "step": 12000
    },
    {
      "epoch": 1.0148163182463974,
      "grad_norm": 0.99609375,
      "learning_rate": 0.00019851836817536025,
      "loss": 2.9932,
      "step": 15000
    },
    {
      "epoch": 1.0148163182463974,
      "eval_loss": 2.564955949783325,
      "eval_runtime": 54.5924,
      "eval_samples_per_second": 1729.27,
      "eval_steps_per_second": 6.759,
      "step": 15000
    },
    {
      "epoch": 1.217779581895677,
      "grad_norm": 1.3125,
      "learning_rate": 0.0001782220418104323,
      "loss": 2.9891,
      "step": 18000
    },
    {
      "epoch": 1.217779581895677,
      "eval_loss": 2.5631775856018066,
      "eval_runtime": 54.5754,
      "eval_samples_per_second": 1729.81,
      "eval_steps_per_second": 6.761,
      "step": 18000
    },
    {
      "epoch": 1.4207428455449564,
      "grad_norm": 1.234375,
      "learning_rate": 0.00015792571544550436,
      "loss": 2.9869,
      "step": 21000
    },
    {
      "epoch": 1.4207428455449564,
      "eval_loss": 2.560298204421997,
      "eval_runtime": 54.5785,
      "eval_samples_per_second": 1729.709,
      "eval_steps_per_second": 6.761,
      "step": 21000
    },
    {
      "epoch": 1.6237061091942357,
      "grad_norm": 1.2890625,
      "learning_rate": 0.0001376293890805764,
      "loss": 2.9846,
      "step": 24000
    },
    {
      "epoch": 1.6237061091942357,
      "eval_loss": 2.5608062744140625,
      "eval_runtime": 54.7118,
      "eval_samples_per_second": 1725.495,
      "eval_steps_per_second": 6.744,
      "step": 24000
    },
    {
      "epoch": 1.8266693728435153,
      "grad_norm": 1.15625,
      "learning_rate": 0.00011733306271564845,
      "loss": 2.9831,
      "step": 27000
    },
    {
      "epoch": 1.8266693728435153,
      "eval_loss": 2.559070110321045,
      "eval_runtime": 54.5867,
      "eval_samples_per_second": 1729.449,
      "eval_steps_per_second": 6.76,
      "step": 27000
    },
    {
      "epoch": 2.029632636492795,
      "grad_norm": 1.15625,
      "learning_rate": 9.703673635072052e-05,
      "loss": 2.9832,
      "step": 30000
    },
    {
      "epoch": 2.029632636492795,
      "eval_loss": 2.559154748916626,
      "eval_runtime": 54.5764,
      "eval_samples_per_second": 1729.778,
      "eval_steps_per_second": 6.761,
      "step": 30000
    },
    {
      "epoch": 2.232595900142074,
      "grad_norm": 1.1953125,
      "learning_rate": 7.674040998579256e-05,
      "loss": 2.9811,
      "step": 33000
    },
    {
      "epoch": 2.232595900142074,
      "eval_loss": 2.559070110321045,
      "eval_runtime": 54.4327,
      "eval_samples_per_second": 1734.344,
      "eval_steps_per_second": 6.779,
      "step": 33000
    },
    {
      "epoch": 2.435559163791354,
      "grad_norm": 1.203125,
      "learning_rate": 5.644408362086462e-05,
      "loss": 2.9841,
      "step": 36000
    },
    {
      "epoch": 2.435559163791354,
      "eval_loss": 2.559366464614868,
      "eval_runtime": 54.4466,
      "eval_samples_per_second": 1733.901,
      "eval_steps_per_second": 6.777,
      "step": 36000
    },
    {
      "epoch": 2.638522427440633,
      "grad_norm": 1.140625,
      "learning_rate": 3.614775725593667e-05,
      "loss": 2.9836,
      "step": 39000
    },
    {
      "epoch": 2.638522427440633,
      "eval_loss": 2.558900833129883,
      "eval_runtime": 54.4453,
      "eval_samples_per_second": 1733.941,
      "eval_steps_per_second": 6.777,
      "step": 39000
    },
    {
      "epoch": 2.841485691089913,
      "grad_norm": 1.578125,
      "learning_rate": 1.5851430891008727e-05,
      "loss": 2.9827,
      "step": 42000
    },
    {
      "epoch": 2.841485691089913,
      "eval_loss": 2.559112548828125,
      "eval_runtime": 54.4302,
      "eval_samples_per_second": 1734.422,
      "eval_steps_per_second": 6.779,
      "step": 42000
    },
    {
      "epoch": 3.0,
      "step": 44343,
      "total_flos": 3.8956704097296384e+17,
      "train_loss": 3.0017653575536163,
      "train_runtime": 20075.3447,
      "train_samples_per_second": 565.443,
      "train_steps_per_second": 2.209
    }
  ],
  "logging_steps": 3000,
  "max_steps": 44343,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 3000,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 3.8956704097296384e+17,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}