File size: 9,900 Bytes
4ef8455
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
{
  "best_global_step": 350,
  "best_metric": 0.9981072077528771,
  "best_model_checkpoint": "saves/qwen2_5-coder-1.5b/freeze/sft/checkpoint-200",
  "epoch": 0.48470160557406844,
  "eval_steps": 50,
  "global_step": 400,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.012117540139351712,
      "grad_norm": 1.1778391599655151,
      "learning_rate": 1.0843373493975905e-06,
      "loss": 0.0668,
      "step": 10
    },
    {
      "epoch": 0.024235080278703424,
      "grad_norm": 0.807381808757782,
      "learning_rate": 2.2891566265060243e-06,
      "loss": 0.0256,
      "step": 20
    },
    {
      "epoch": 0.036352620418055134,
      "grad_norm": 0.5498034954071045,
      "learning_rate": 3.4939759036144583e-06,
      "loss": 0.0519,
      "step": 30
    },
    {
      "epoch": 0.04847016055740685,
      "grad_norm": 1.5650098323822021,
      "learning_rate": 4.698795180722892e-06,
      "loss": 0.0133,
      "step": 40
    },
    {
      "epoch": 0.060587700696758555,
      "grad_norm": 2.43689227104187,
      "learning_rate": 5.9036144578313255e-06,
      "loss": 0.0147,
      "step": 50
    },
    {
      "epoch": 0.060587700696758555,
      "eval_accuracy": 0.9958737129012719,
      "eval_loss": 0.014296969398856163,
      "eval_runtime": 528.9314,
      "eval_samples_per_second": 3.121,
      "eval_steps_per_second": 3.121,
      "step": 50
    },
    {
      "epoch": 0.07270524083611027,
      "grad_norm": 0.7519652247428894,
      "learning_rate": 7.1084337349397595e-06,
      "loss": 0.0091,
      "step": 60
    },
    {
      "epoch": 0.08482278097546198,
      "grad_norm": 0.13313020765781403,
      "learning_rate": 8.313253012048194e-06,
      "loss": 0.0072,
      "step": 70
    },
    {
      "epoch": 0.0969403211148137,
      "grad_norm": 1.2990883588790894,
      "learning_rate": 9.518072289156628e-06,
      "loss": 0.0065,
      "step": 80
    },
    {
      "epoch": 0.1090578612541654,
      "grad_norm": 3.4033000469207764,
      "learning_rate": 1.0722891566265062e-05,
      "loss": 0.0178,
      "step": 90
    },
    {
      "epoch": 0.12117540139351711,
      "grad_norm": 1.2542734146118164,
      "learning_rate": 1.1927710843373494e-05,
      "loss": 0.0081,
      "step": 100
    },
    {
      "epoch": 0.12117540139351711,
      "eval_accuracy": 0.996290127195639,
      "eval_loss": 0.013640574179589748,
      "eval_runtime": 528.0812,
      "eval_samples_per_second": 3.126,
      "eval_steps_per_second": 3.126,
      "step": 100
    },
    {
      "epoch": 0.13329294153286883,
      "grad_norm": 0.1944456845521927,
      "learning_rate": 1.3132530120481928e-05,
      "loss": 0.0109,
      "step": 110
    },
    {
      "epoch": 0.14541048167222054,
      "grad_norm": 0.07844550907611847,
      "learning_rate": 1.4337349397590364e-05,
      "loss": 0.0074,
      "step": 120
    },
    {
      "epoch": 0.15752802181157224,
      "grad_norm": 1.4879134893417358,
      "learning_rate": 1.5542168674698796e-05,
      "loss": 0.0138,
      "step": 130
    },
    {
      "epoch": 0.16964556195092395,
      "grad_norm": 0.02974073402583599,
      "learning_rate": 1.6746987951807228e-05,
      "loss": 0.0054,
      "step": 140
    },
    {
      "epoch": 0.18176310209027569,
      "grad_norm": 1.4775711297988892,
      "learning_rate": 1.7951807228915664e-05,
      "loss": 0.0301,
      "step": 150
    },
    {
      "epoch": 0.18176310209027569,
      "eval_accuracy": 0.9965172622652938,
      "eval_loss": 0.012703897431492805,
      "eval_runtime": 528.1973,
      "eval_samples_per_second": 3.126,
      "eval_steps_per_second": 3.126,
      "step": 150
    },
    {
      "epoch": 0.1938806422296274,
      "grad_norm": 0.1594158411026001,
      "learning_rate": 1.91566265060241e-05,
      "loss": 0.0099,
      "step": 160
    },
    {
      "epoch": 0.2059981823689791,
      "grad_norm": 0.12540395557880402,
      "learning_rate": 1.9999798871699227e-05,
      "loss": 0.0072,
      "step": 170
    },
    {
      "epoch": 0.2181157225083308,
      "grad_norm": 0.7899434566497803,
      "learning_rate": 1.9996223482528378e-05,
      "loss": 0.0125,
      "step": 180
    },
    {
      "epoch": 0.2302332626476825,
      "grad_norm": 6.3130903244018555,
      "learning_rate": 1.9988180414914266e-05,
      "loss": 0.0198,
      "step": 190
    },
    {
      "epoch": 0.24235080278703422,
      "grad_norm": 0.9658088684082031,
      "learning_rate": 1.997567326359842e-05,
      "loss": 0.0106,
      "step": 200
    },
    {
      "epoch": 0.24235080278703422,
      "eval_accuracy": 0.997198667474258,
      "eval_loss": 0.013726573437452316,
      "eval_runtime": 528.9048,
      "eval_samples_per_second": 3.122,
      "eval_steps_per_second": 3.122,
      "step": 200
    },
    {
      "epoch": 0.2544683429263859,
      "grad_norm": 0.9940381646156311,
      "learning_rate": 1.995870761848492e-05,
      "loss": 0.0155,
      "step": 210
    },
    {
      "epoch": 0.26658588306573766,
      "grad_norm": 0.3996841013431549,
      "learning_rate": 1.993729106214203e-05,
      "loss": 0.0041,
      "step": 220
    },
    {
      "epoch": 0.27870342320508934,
      "grad_norm": 0.31791451573371887,
      "learning_rate": 1.9911433166413277e-05,
      "loss": 0.004,
      "step": 230
    },
    {
      "epoch": 0.2908209633444411,
      "grad_norm": 0.010878289118409157,
      "learning_rate": 1.988114548813946e-05,
      "loss": 0.0044,
      "step": 240
    },
    {
      "epoch": 0.3029385034837928,
      "grad_norm": 0.741184413433075,
      "learning_rate": 1.9846441563993465e-05,
      "loss": 0.0567,
      "step": 250
    },
    {
      "epoch": 0.3029385034837928,
      "eval_accuracy": 0.9970472440944882,
      "eval_loss": 0.010016725398600101,
      "eval_runtime": 527.5691,
      "eval_samples_per_second": 3.129,
      "eval_steps_per_second": 3.129,
      "step": 250
    },
    {
      "epoch": 0.3150560436231445,
      "grad_norm": 1.0590384006500244,
      "learning_rate": 1.980733690443021e-05,
      "loss": 0.0121,
      "step": 260
    },
    {
      "epoch": 0.3271735837624962,
      "grad_norm": 0.07605874538421631,
      "learning_rate": 1.9763848986754495e-05,
      "loss": 0.0072,
      "step": 270
    },
    {
      "epoch": 0.3392911239018479,
      "grad_norm": 1.010120153427124,
      "learning_rate": 1.971599724730972e-05,
      "loss": 0.0078,
      "step": 280
    },
    {
      "epoch": 0.35140866404119964,
      "grad_norm": 0.3639002740383148,
      "learning_rate": 1.966380307279109e-05,
      "loss": 0.0169,
      "step": 290
    },
    {
      "epoch": 0.36352620418055137,
      "grad_norm": 0.0576571561396122,
      "learning_rate": 1.9607289790687104e-05,
      "loss": 0.0062,
      "step": 300
    },
    {
      "epoch": 0.36352620418055137,
      "eval_accuracy": 0.9971608116293156,
      "eval_loss": 0.009564626030623913,
      "eval_runtime": 528.2806,
      "eval_samples_per_second": 3.125,
      "eval_steps_per_second": 3.125,
      "step": 300
    },
    {
      "epoch": 0.37564374431990305,
      "grad_norm": 0.06373932957649231,
      "learning_rate": 1.954648265885366e-05,
      "loss": 0.0176,
      "step": 310
    },
    {
      "epoch": 0.3877612844592548,
      "grad_norm": 0.22646072506904602,
      "learning_rate": 1.948140885422538e-05,
      "loss": 0.0042,
      "step": 320
    },
    {
      "epoch": 0.39987882459860646,
      "grad_norm": 0.009251746349036694,
      "learning_rate": 1.9412097460669258e-05,
      "loss": 0.002,
      "step": 330
    },
    {
      "epoch": 0.4119963647379582,
      "grad_norm": 0.04042113944888115,
      "learning_rate": 1.9338579455986e-05,
      "loss": 0.0083,
      "step": 340
    },
    {
      "epoch": 0.42411390487730993,
      "grad_norm": 0.2013320028781891,
      "learning_rate": 1.9260887698064912e-05,
      "loss": 0.0078,
      "step": 350
    },
    {
      "epoch": 0.42411390487730993,
      "eval_accuracy": 0.9981072077528771,
      "eval_loss": 0.006962946616113186,
      "eval_runtime": 527.8415,
      "eval_samples_per_second": 3.128,
      "eval_steps_per_second": 3.128,
      "step": 350
    },
    {
      "epoch": 0.4362314450166616,
      "grad_norm": 0.06966914236545563,
      "learning_rate": 1.9179056910198515e-05,
      "loss": 0.0072,
      "step": 360
    },
    {
      "epoch": 0.44834898515601335,
      "grad_norm": 0.25409865379333496,
      "learning_rate": 1.9093123665563434e-05,
      "loss": 0.006,
      "step": 370
    },
    {
      "epoch": 0.460466525295365,
      "grad_norm": 0.8325411081314087,
      "learning_rate": 1.9003126370874493e-05,
      "loss": 0.0105,
      "step": 380
    },
    {
      "epoch": 0.47258406543471676,
      "grad_norm": 0.9408934116363525,
      "learning_rate": 1.8909105249219345e-05,
      "loss": 0.0096,
      "step": 390
    },
    {
      "epoch": 0.48470160557406844,
      "grad_norm": 0.14342345297336578,
      "learning_rate": 1.881110232208133e-05,
      "loss": 0.0085,
      "step": 400
    },
    {
      "epoch": 0.48470160557406844,
      "eval_accuracy": 0.9978800726832223,
      "eval_loss": 0.006634953897446394,
      "eval_runtime": 528.8373,
      "eval_samples_per_second": 3.122,
      "eval_steps_per_second": 3.122,
      "step": 400
    }
  ],
  "logging_steps": 10,
  "max_steps": 1652,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 200,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 5031896623767552.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}