File size: 8,759 Bytes
d16d467
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.65715516,
  "best_model_checkpoint": "Qwen2.5-7B-Instruct_lora/checkpoint-128",
  "epoch": 0.997564539698003,
  "eval_steps": 100,
  "global_step": 128,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.007793472966390648,
      "grad_norm": 0.4758923351764679,
      "learning_rate": 1.4285714285714285e-05,
      "loss": 0.82492995262146,
      "memory(GiB)": 77.98,
      "step": 1,
      "token_acc": 0.7762530413625304,
      "train_speed(iter/s)": 0.01272
    },
    {
      "epoch": 0.03896736483195324,
      "grad_norm": 0.5201897621154785,
      "learning_rate": 7.142857142857143e-05,
      "loss": 0.9614015817642212,
      "memory(GiB)": 77.98,
      "step": 5,
      "token_acc": 0.7459884860362568,
      "train_speed(iter/s)": 0.013169
    },
    {
      "epoch": 0.07793472966390648,
      "grad_norm": 0.3151409327983856,
      "learning_rate": 9.984840253435568e-05,
      "loss": 0.8129005432128906,
      "memory(GiB)": 77.98,
      "step": 10,
      "token_acc": 0.7703662699511025,
      "train_speed(iter/s)": 0.013385
    },
    {
      "epoch": 0.11690209449585971,
      "grad_norm": 0.22351491451263428,
      "learning_rate": 9.892530053338909e-05,
      "loss": 0.8129632949829102,
      "memory(GiB)": 78.1,
      "step": 15,
      "token_acc": 0.7659050029978016,
      "train_speed(iter/s)": 0.013457
    },
    {
      "epoch": 0.15586945932781296,
      "grad_norm": 0.20141544938087463,
      "learning_rate": 9.71788333255991e-05,
      "loss": 0.737860107421875,
      "memory(GiB)": 78.1,
      "step": 20,
      "token_acc": 0.780184425765231,
      "train_speed(iter/s)": 0.013638
    },
    {
      "epoch": 0.1948368241597662,
      "grad_norm": 0.19052022695541382,
      "learning_rate": 9.46383922548932e-05,
      "loss": 0.7453306198120118,
      "memory(GiB)": 78.1,
      "step": 25,
      "token_acc": 0.7835497835497836,
      "train_speed(iter/s)": 0.013751
    },
    {
      "epoch": 0.23380418899171942,
      "grad_norm": 0.19930361211299896,
      "learning_rate": 9.134673047280645e-05,
      "loss": 0.7681457042694092,
      "memory(GiB)": 78.1,
      "step": 30,
      "token_acc": 0.7709214619843775,
      "train_speed(iter/s)": 0.013864
    },
    {
      "epoch": 0.2727715538236727,
      "grad_norm": 0.1565362960100174,
      "learning_rate": 8.735924344455732e-05,
      "loss": 0.684519624710083,
      "memory(GiB)": 78.1,
      "step": 35,
      "token_acc": 0.7952077263187921,
      "train_speed(iter/s)": 0.013849
    },
    {
      "epoch": 0.3117389186556259,
      "grad_norm": 0.1997351050376892,
      "learning_rate": 8.274303669726426e-05,
      "loss": 0.7397434711456299,
      "memory(GiB)": 78.1,
      "step": 40,
      "token_acc": 0.7784489429149091,
      "train_speed(iter/s)": 0.013865
    },
    {
      "epoch": 0.35070628348757915,
      "grad_norm": 0.23139981925487518,
      "learning_rate": 7.757579649921354e-05,
      "loss": 0.7341322422027587,
      "memory(GiB)": 78.1,
      "step": 45,
      "token_acc": 0.7790655206836941,
      "train_speed(iter/s)": 0.013866
    },
    {
      "epoch": 0.3896736483195324,
      "grad_norm": 0.19183649122714996,
      "learning_rate": 7.19444824755478e-05,
      "loss": 0.7072115421295166,
      "memory(GiB)": 78.1,
      "step": 50,
      "token_acc": 0.7878044975372752,
      "train_speed(iter/s)": 0.013846
    },
    {
      "epoch": 0.4286410131514856,
      "grad_norm": 0.22789426147937775,
      "learning_rate": 6.594386416238094e-05,
      "loss": 0.7093594074249268,
      "memory(GiB)": 78.1,
      "step": 55,
      "token_acc": 0.7885790362075934,
      "train_speed(iter/s)": 0.013798
    },
    {
      "epoch": 0.46760837798343885,
      "grad_norm": 0.21530242264270782,
      "learning_rate": 5.967492612770999e-05,
      "loss": 0.6775043964385986,
      "memory(GiB)": 78.1,
      "step": 60,
      "token_acc": 0.7929026953758639,
      "train_speed(iter/s)": 0.01371
    },
    {
      "epoch": 0.5065757428153921,
      "grad_norm": 0.20659631490707397,
      "learning_rate": 5.324316849938715e-05,
      "loss": 0.7007603645324707,
      "memory(GiB)": 78.1,
      "step": 65,
      "token_acc": 0.787200775176727,
      "train_speed(iter/s)": 0.013663
    },
    {
      "epoch": 0.5455431076473454,
      "grad_norm": 0.2197224497795105,
      "learning_rate": 4.675683150061285e-05,
      "loss": 0.6781778335571289,
      "memory(GiB)": 78.1,
      "step": 70,
      "token_acc": 0.7972211791212918,
      "train_speed(iter/s)": 0.013694
    },
    {
      "epoch": 0.5845104724792985,
      "grad_norm": 0.24823956191539764,
      "learning_rate": 4.032507387229002e-05,
      "loss": 0.6829503536224365,
      "memory(GiB)": 78.1,
      "step": 75,
      "token_acc": 0.7936122659873591,
      "train_speed(iter/s)": 0.013751
    },
    {
      "epoch": 0.6234778373112518,
      "grad_norm": 0.20789459347724915,
      "learning_rate": 3.4056135837619074e-05,
      "loss": 0.7214729309082031,
      "memory(GiB)": 78.1,
      "step": 80,
      "token_acc": 0.7854131534569984,
      "train_speed(iter/s)": 0.013775
    },
    {
      "epoch": 0.662445202143205,
      "grad_norm": 0.22102876007556915,
      "learning_rate": 2.805551752445222e-05,
      "loss": 0.6610813617706299,
      "memory(GiB)": 78.1,
      "step": 85,
      "token_acc": 0.7997587724196467,
      "train_speed(iter/s)": 0.013766
    },
    {
      "epoch": 0.7014125669751583,
      "grad_norm": 0.24639996886253357,
      "learning_rate": 2.2424203500786474e-05,
      "loss": 0.6775108814239502,
      "memory(GiB)": 78.1,
      "step": 90,
      "token_acc": 0.7919411605450771,
      "train_speed(iter/s)": 0.013768
    },
    {
      "epoch": 0.7403799318071116,
      "grad_norm": 0.26909467577934265,
      "learning_rate": 1.725696330273575e-05,
      "loss": 0.7113357543945312,
      "memory(GiB)": 78.1,
      "step": 95,
      "token_acc": 0.7827240947736395,
      "train_speed(iter/s)": 0.013806
    },
    {
      "epoch": 0.7793472966390648,
      "grad_norm": 0.2722283601760864,
      "learning_rate": 1.2640756555442684e-05,
      "loss": 0.6915526390075684,
      "memory(GiB)": 78.1,
      "step": 100,
      "token_acc": 0.7925359976491331,
      "train_speed(iter/s)": 0.013811
    },
    {
      "epoch": 0.7793472966390648,
      "eval_loss": 0.6591519713401794,
      "eval_runtime": 3.54,
      "eval_samples_per_second": 1.13,
      "eval_steps_per_second": 0.565,
      "step": 100
    },
    {
      "epoch": 0.8183146614710181,
      "grad_norm": 0.24852623045444489,
      "learning_rate": 8.65326952719357e-06,
      "loss": 0.6732324600219727,
      "memory(GiB)": 78.1,
      "step": 105,
      "token_acc": 0.7969924812030075,
      "train_speed(iter/s)": 0.013826
    },
    {
      "epoch": 0.8572820263029712,
      "grad_norm": 0.2657414972782135,
      "learning_rate": 5.361607745106817e-06,
      "loss": 0.6405797481536866,
      "memory(GiB)": 78.1,
      "step": 110,
      "token_acc": 0.8046042213240682,
      "train_speed(iter/s)": 0.013822
    },
    {
      "epoch": 0.8962493911349245,
      "grad_norm": 0.23174554109573364,
      "learning_rate": 2.8211666744009047e-06,
      "loss": 0.6503153800964355,
      "memory(GiB)": 78.1,
      "step": 115,
      "token_acc": 0.7991786632970802,
      "train_speed(iter/s)": 0.013813
    },
    {
      "epoch": 0.9352167559668777,
      "grad_norm": 0.24391594529151917,
      "learning_rate": 1.0746994666109234e-06,
      "loss": 0.6571870803833008,
      "memory(GiB)": 78.1,
      "step": 120,
      "token_acc": 0.799995356288746,
      "train_speed(iter/s)": 0.013833
    },
    {
      "epoch": 0.974184120798831,
      "grad_norm": 0.25083476305007935,
      "learning_rate": 1.5159746564433198e-07,
      "loss": 0.6554246425628663,
      "memory(GiB)": 78.1,
      "step": 125,
      "token_acc": 0.7995940460081191,
      "train_speed(iter/s)": 0.013845
    },
    {
      "epoch": 0.997564539698003,
      "eval_loss": 0.6571551561355591,
      "eval_runtime": 3.9227,
      "eval_samples_per_second": 1.02,
      "eval_steps_per_second": 0.51,
      "step": 128
    }
  ],
  "logging_steps": 5,
  "max_steps": 128,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 50,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 8.054032501501809e+17,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}