File size: 7,658 Bytes
1854635
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "eval_steps": 1000,
  "global_step": 11346,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.13220518244315177,
      "grad_norm": 0.8546391725540161,
      "learning_rate": 8.816009873931059e-05,
      "loss": 5.1118,
      "step": 500
    },
    {
      "epoch": 0.26441036488630354,
      "grad_norm": 0.8593688607215881,
      "learning_rate": 9.59831475011252e-05,
      "loss": 3.406,
      "step": 1000
    },
    {
      "epoch": 0.26441036488630354,
      "eval_accuracy": 0.5035306174465283,
      "eval_loss": 3.23445987701416,
      "eval_runtime": 74.0522,
      "eval_samples_per_second": 24.847,
      "eval_steps_per_second": 0.527,
      "step": 1000
    },
    {
      "epoch": 0.3966155473294553,
      "grad_norm": 0.9617258906364441,
      "learning_rate": 9.134314230431938e-05,
      "loss": 3.0005,
      "step": 1500
    },
    {
      "epoch": 0.5288207297726071,
      "grad_norm": 0.8953185677528381,
      "learning_rate": 8.670313710751356e-05,
      "loss": 2.8119,
      "step": 2000
    },
    {
      "epoch": 0.5288207297726071,
      "eval_accuracy": 0.5365118094348038,
      "eval_loss": 2.821384906768799,
      "eval_runtime": 72.8065,
      "eval_samples_per_second": 25.272,
      "eval_steps_per_second": 0.536,
      "step": 2000
    },
    {
      "epoch": 0.6610259122157589,
      "grad_norm": 1.4154396057128906,
      "learning_rate": 8.206313191070773e-05,
      "loss": 2.686,
      "step": 2500
    },
    {
      "epoch": 0.7932310946589106,
      "grad_norm": 1.821349024772644,
      "learning_rate": 7.742312671390191e-05,
      "loss": 2.607,
      "step": 3000
    },
    {
      "epoch": 0.7932310946589106,
      "eval_accuracy": 0.5497897240925214,
      "eval_loss": 2.657219886779785,
      "eval_runtime": 72.9553,
      "eval_samples_per_second": 25.221,
      "eval_steps_per_second": 0.535,
      "step": 3000
    },
    {
      "epoch": 0.9254362771020624,
      "grad_norm": 2.0297396183013916,
      "learning_rate": 7.278312151709609e-05,
      "loss": 2.5642,
      "step": 3500
    },
    {
      "epoch": 1.0576414595452142,
      "grad_norm": 2.8318285942077637,
      "learning_rate": 6.814311632029027e-05,
      "loss": 2.4734,
      "step": 4000
    },
    {
      "epoch": 1.0576414595452142,
      "eval_accuracy": 0.5582058048894458,
      "eval_loss": 2.5735702514648438,
      "eval_runtime": 73.5253,
      "eval_samples_per_second": 25.025,
      "eval_steps_per_second": 0.53,
      "step": 4000
    },
    {
      "epoch": 1.189846641988366,
      "grad_norm": 2.178349018096924,
      "learning_rate": 6.350311112348446e-05,
      "loss": 2.4542,
      "step": 4500
    },
    {
      "epoch": 1.3220518244315178,
      "grad_norm": 2.944026470184326,
      "learning_rate": 5.886310592667864e-05,
      "loss": 2.4335,
      "step": 5000
    },
    {
      "epoch": 1.3220518244315178,
      "eval_accuracy": 0.5617462458316518,
      "eval_loss": 2.5335800647735596,
      "eval_runtime": 73.7726,
      "eval_samples_per_second": 24.941,
      "eval_steps_per_second": 0.529,
      "step": 5000
    },
    {
      "epoch": 1.4542570068746694,
      "grad_norm": 3.0737102031707764,
      "learning_rate": 5.422310072987282e-05,
      "loss": 2.4012,
      "step": 5500
    },
    {
      "epoch": 1.5864621893178212,
      "grad_norm": 3.8758912086486816,
      "learning_rate": 4.9583095533066995e-05,
      "loss": 2.3858,
      "step": 6000
    },
    {
      "epoch": 1.5864621893178212,
      "eval_accuracy": 0.5662889488328625,
      "eval_loss": 2.4896483421325684,
      "eval_runtime": 73.8595,
      "eval_samples_per_second": 24.912,
      "eval_steps_per_second": 0.528,
      "step": 6000
    },
    {
      "epoch": 1.718667371760973,
      "grad_norm": 7.714890956878662,
      "learning_rate": 4.4943090336261176e-05,
      "loss": 2.3797,
      "step": 6500
    },
    {
      "epoch": 1.8508725542041247,
      "grad_norm": 7.321514129638672,
      "learning_rate": 4.030308513945535e-05,
      "loss": 2.374,
      "step": 7000
    },
    {
      "epoch": 1.8508725542041247,
      "eval_accuracy": 0.5680874450415242,
      "eval_loss": 2.4711225032806396,
      "eval_runtime": 73.2926,
      "eval_samples_per_second": 25.105,
      "eval_steps_per_second": 0.532,
      "step": 7000
    },
    {
      "epoch": 1.9830777366472767,
      "grad_norm": 5.710904598236084,
      "learning_rate": 3.566307994264953e-05,
      "loss": 2.3445,
      "step": 7500
    },
    {
      "epoch": 2.1152829190904283,
      "grad_norm": 16.555458068847656,
      "learning_rate": 3.1023074745843715e-05,
      "loss": 2.3044,
      "step": 8000
    },
    {
      "epoch": 2.1152829190904283,
      "eval_accuracy": 0.5701761326225017,
      "eval_loss": 2.4485366344451904,
      "eval_runtime": 73.4687,
      "eval_samples_per_second": 25.045,
      "eval_steps_per_second": 0.531,
      "step": 8000
    },
    {
      "epoch": 2.24748810153358,
      "grad_norm": 6.3735737800598145,
      "learning_rate": 2.6383069549037897e-05,
      "loss": 2.2922,
      "step": 8500
    },
    {
      "epoch": 2.379693283976732,
      "grad_norm": 19.310932159423828,
      "learning_rate": 2.1743064352232075e-05,
      "loss": 2.2873,
      "step": 9000
    },
    {
      "epoch": 2.379693283976732,
      "eval_accuracy": 0.5747236146216096,
      "eval_loss": 2.413153886795044,
      "eval_runtime": 73.9,
      "eval_samples_per_second": 24.899,
      "eval_steps_per_second": 0.528,
      "step": 9000
    },
    {
      "epoch": 2.5118984664198836,
      "grad_norm": 6.743342876434326,
      "learning_rate": 1.7103059155426253e-05,
      "loss": 2.2626,
      "step": 9500
    },
    {
      "epoch": 2.6441036488630356,
      "grad_norm": 9.461324691772461,
      "learning_rate": 1.2463053958620433e-05,
      "loss": 2.2669,
      "step": 10000
    },
    {
      "epoch": 2.6441036488630356,
      "eval_accuracy": 0.5778246532571526,
      "eval_loss": 2.387904167175293,
      "eval_runtime": 73.5959,
      "eval_samples_per_second": 25.001,
      "eval_steps_per_second": 0.53,
      "step": 10000
    },
    {
      "epoch": 2.776308831306187,
      "grad_norm": 10.6486234664917,
      "learning_rate": 7.823048761814613e-06,
      "loss": 2.2557,
      "step": 10500
    },
    {
      "epoch": 2.908514013749339,
      "grad_norm": 8.470663070678711,
      "learning_rate": 3.183043565008793e-06,
      "loss": 2.2463,
      "step": 11000
    },
    {
      "epoch": 2.908514013749339,
      "eval_accuracy": 0.5807555064675771,
      "eval_loss": 2.363588571548462,
      "eval_runtime": 73.5703,
      "eval_samples_per_second": 25.01,
      "eval_steps_per_second": 0.53,
      "step": 11000
    },
    {
      "epoch": 3.0,
      "step": 11346,
      "total_flos": 1.4536404559724544e+17,
      "train_loss": 2.595605703293699,
      "train_runtime": 11859.9653,
      "train_samples_per_second": 22.954,
      "train_steps_per_second": 0.957
    }
  ],
  "logging_steps": 500,
  "max_steps": 11346,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 1000,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 1.4536404559724544e+17,
  "train_batch_size": 24,
  "trial_name": null,
  "trial_params": null
}