File size: 8,429 Bytes
f95b67e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
{
  "best_metric": 1.08635675907135,
  "best_model_checkpoint": "outputs/checkpoint-602",
  "epoch": 12.998650472334683,
  "eval_steps": 500,
  "global_step": 602,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.4318488529014845,
      "grad_norm": 1.7572729587554932,
      "learning_rate": 4.000000000000001e-06,
      "loss": 2.9109,
      "step": 20
    },
    {
      "epoch": 0.863697705802969,
      "grad_norm": 1.7804350852966309,
      "learning_rate": 8.000000000000001e-06,
      "loss": 2.7779,
      "step": 40
    },
    {
      "epoch": 0.9932523616734144,
      "eval_loss": 2.4225194454193115,
      "eval_runtime": 12.3603,
      "eval_samples_per_second": 30.096,
      "eval_steps_per_second": 3.802,
      "step": 46
    },
    {
      "epoch": 1.2955465587044535,
      "grad_norm": 1.2646853923797607,
      "learning_rate": 1.2e-05,
      "loss": 2.4665,
      "step": 60
    },
    {
      "epoch": 1.7273954116059378,
      "grad_norm": 0.6016279458999634,
      "learning_rate": 1.6000000000000003e-05,
      "loss": 2.0703,
      "step": 80
    },
    {
      "epoch": 1.9865047233468287,
      "eval_loss": 1.802353858947754,
      "eval_runtime": 12.3146,
      "eval_samples_per_second": 30.208,
      "eval_steps_per_second": 3.817,
      "step": 92
    },
    {
      "epoch": 2.1592442645074224,
      "grad_norm": 0.5685097575187683,
      "learning_rate": 2e-05,
      "loss": 2.0044,
      "step": 100
    },
    {
      "epoch": 2.591093117408907,
      "grad_norm": 0.5021196603775024,
      "learning_rate": 1.9970658011837404e-05,
      "loss": 1.8962,
      "step": 120
    },
    {
      "epoch": 2.979757085020243,
      "eval_loss": 1.635912537574768,
      "eval_runtime": 12.2905,
      "eval_samples_per_second": 30.267,
      "eval_steps_per_second": 3.824,
      "step": 138
    },
    {
      "epoch": 3.0229419703103915,
      "grad_norm": 0.7247435450553894,
      "learning_rate": 1.9882804237803487e-05,
      "loss": 1.8878,
      "step": 140
    },
    {
      "epoch": 3.454790823211876,
      "grad_norm": 0.736103892326355,
      "learning_rate": 1.9736954238777793e-05,
      "loss": 1.7908,
      "step": 160
    },
    {
      "epoch": 3.8866396761133606,
      "grad_norm": 0.7256895899772644,
      "learning_rate": 1.9533963920549307e-05,
      "loss": 1.7571,
      "step": 180
    },
    {
      "epoch": 3.9946018893387314,
      "eval_loss": 1.50630784034729,
      "eval_runtime": 12.3056,
      "eval_samples_per_second": 30.23,
      "eval_steps_per_second": 3.819,
      "step": 185
    },
    {
      "epoch": 4.318488529014845,
      "grad_norm": 0.9457058310508728,
      "learning_rate": 1.927502451102095e-05,
      "loss": 1.6802,
      "step": 200
    },
    {
      "epoch": 4.75033738191633,
      "grad_norm": 1.0999541282653809,
      "learning_rate": 1.8961655569610557e-05,
      "loss": 1.6754,
      "step": 220
    },
    {
      "epoch": 4.987854251012146,
      "eval_loss": 1.4030449390411377,
      "eval_runtime": 12.3178,
      "eval_samples_per_second": 30.2,
      "eval_steps_per_second": 3.816,
      "step": 231
    },
    {
      "epoch": 5.182186234817814,
      "grad_norm": 0.947107195854187,
      "learning_rate": 1.8595696069872013e-05,
      "loss": 1.6317,
      "step": 240
    },
    {
      "epoch": 5.614035087719298,
      "grad_norm": 1.141870141029358,
      "learning_rate": 1.8179293607667177e-05,
      "loss": 1.5657,
      "step": 260
    },
    {
      "epoch": 5.98110661268556,
      "eval_loss": 1.318428874015808,
      "eval_runtime": 12.2941,
      "eval_samples_per_second": 30.258,
      "eval_steps_per_second": 3.823,
      "step": 277
    },
    {
      "epoch": 6.045883940620783,
      "grad_norm": 1.174417495727539,
      "learning_rate": 1.7714891798219432e-05,
      "loss": 1.529,
      "step": 280
    },
    {
      "epoch": 6.477732793522267,
      "grad_norm": 1.2409827709197998,
      "learning_rate": 1.720521593600787e-05,
      "loss": 1.4535,
      "step": 300
    },
    {
      "epoch": 6.909581646423752,
      "grad_norm": 1.337241291999817,
      "learning_rate": 1.6653257001655652e-05,
      "loss": 1.4943,
      "step": 320
    },
    {
      "epoch": 6.995951417004049,
      "eval_loss": 1.251551866531372,
      "eval_runtime": 12.3013,
      "eval_samples_per_second": 30.241,
      "eval_steps_per_second": 3.821,
      "step": 324
    },
    {
      "epoch": 7.341430499325236,
      "grad_norm": 1.5739471912384033,
      "learning_rate": 1.6062254109666383e-05,
      "loss": 1.412,
      "step": 340
    },
    {
      "epoch": 7.77327935222672,
      "grad_norm": 1.3894844055175781,
      "learning_rate": 1.5435675500012212e-05,
      "loss": 1.4226,
      "step": 360
    },
    {
      "epoch": 7.989203778677463,
      "eval_loss": 1.2039802074432373,
      "eval_runtime": 12.2961,
      "eval_samples_per_second": 30.254,
      "eval_steps_per_second": 3.822,
      "step": 370
    },
    {
      "epoch": 8.205128205128204,
      "grad_norm": 1.5219025611877441,
      "learning_rate": 1.477719818512263e-05,
      "loss": 1.3758,
      "step": 380
    },
    {
      "epoch": 8.63697705802969,
      "grad_norm": 1.8435232639312744,
      "learning_rate": 1.4090686371713403e-05,
      "loss": 1.3446,
      "step": 400
    },
    {
      "epoch": 8.982456140350877,
      "eval_loss": 1.1595730781555176,
      "eval_runtime": 12.2686,
      "eval_samples_per_second": 30.321,
      "eval_steps_per_second": 3.831,
      "step": 416
    },
    {
      "epoch": 9.068825910931174,
      "grad_norm": 1.4322152137756348,
      "learning_rate": 1.3380168784085028e-05,
      "loss": 1.3416,
      "step": 420
    },
    {
      "epoch": 9.50067476383266,
      "grad_norm": 1.7712641954421997,
      "learning_rate": 1.264981502196662e-05,
      "loss": 1.2809,
      "step": 440
    },
    {
      "epoch": 9.932523616734143,
      "grad_norm": 1.577054500579834,
      "learning_rate": 1.1903911091646684e-05,
      "loss": 1.3033,
      "step": 460
    },
    {
      "epoch": 9.997300944669366,
      "eval_loss": 1.1354897022247314,
      "eval_runtime": 12.2627,
      "eval_samples_per_second": 30.336,
      "eval_steps_per_second": 3.833,
      "step": 463
    },
    {
      "epoch": 10.364372469635628,
      "grad_norm": 1.8544738292694092,
      "learning_rate": 1.1146834253984008e-05,
      "loss": 1.2552,
      "step": 480
    },
    {
      "epoch": 10.796221322537113,
      "grad_norm": 1.9725706577301025,
      "learning_rate": 1.0383027336900356e-05,
      "loss": 1.2186,
      "step": 500
    },
    {
      "epoch": 10.99055330634278,
      "eval_loss": 1.1109498739242554,
      "eval_runtime": 12.2456,
      "eval_samples_per_second": 30.378,
      "eval_steps_per_second": 3.838,
      "step": 509
    },
    {
      "epoch": 11.228070175438596,
      "grad_norm": 1.9104483127593994,
      "learning_rate": 9.616972663099648e-06,
      "loss": 1.2626,
      "step": 520
    },
    {
      "epoch": 11.65991902834008,
      "grad_norm": 2.256964921951294,
      "learning_rate": 8.853165746015997e-06,
      "loss": 1.224,
      "step": 540
    },
    {
      "epoch": 11.983805668016194,
      "eval_loss": 1.100693702697754,
      "eval_runtime": 12.1688,
      "eval_samples_per_second": 30.57,
      "eval_steps_per_second": 3.862,
      "step": 555
    },
    {
      "epoch": 12.091767881241566,
      "grad_norm": 2.1132662296295166,
      "learning_rate": 8.096088908353316e-06,
      "loss": 1.1934,
      "step": 560
    },
    {
      "epoch": 12.523616734143049,
      "grad_norm": 1.6598352193832397,
      "learning_rate": 7.350184978033386e-06,
      "loss": 1.175,
      "step": 580
    },
    {
      "epoch": 12.955465587044534,
      "grad_norm": 2.5442428588867188,
      "learning_rate": 6.619831215914974e-06,
      "loss": 1.1688,
      "step": 600
    },
    {
      "epoch": 12.998650472334683,
      "eval_loss": 1.08635675907135,
      "eval_runtime": 12.1828,
      "eval_samples_per_second": 30.535,
      "eval_steps_per_second": 3.858,
      "step": 602
    }
  ],
  "logging_steps": 20,
  "max_steps": 920,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 5.373134509650739e+16,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}