File size: 6,812 Bytes
2c85813
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.6735982298851013,
  "best_model_checkpoint": "llama2_short/checkpoint-375",
  "epoch": 3.571428571428571,
  "eval_steps": 25,
  "global_step": 375,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.23809523809523808,
      "grad_norm": 0.09585642069578171,
      "learning_rate": 9.986018985905901e-05,
      "loss": 0.8756,
      "step": 25
    },
    {
      "epoch": 0.23809523809523808,
      "eval_loss": 0.8215582370758057,
      "eval_runtime": 31.8561,
      "eval_samples_per_second": 3.484,
      "eval_steps_per_second": 0.439,
      "step": 25
    },
    {
      "epoch": 0.47619047619047616,
      "grad_norm": 0.09733700007200241,
      "learning_rate": 9.944154131125642e-05,
      "loss": 0.789,
      "step": 50
    },
    {
      "epoch": 0.47619047619047616,
      "eval_loss": 0.7655627131462097,
      "eval_runtime": 31.8837,
      "eval_samples_per_second": 3.481,
      "eval_steps_per_second": 0.439,
      "step": 50
    },
    {
      "epoch": 0.7142857142857143,
      "grad_norm": 0.11074452102184296,
      "learning_rate": 9.874639560909117e-05,
      "loss": 0.759,
      "step": 75
    },
    {
      "epoch": 0.7142857142857143,
      "eval_loss": 0.7467875480651855,
      "eval_runtime": 31.8741,
      "eval_samples_per_second": 3.482,
      "eval_steps_per_second": 0.439,
      "step": 75
    },
    {
      "epoch": 0.9523809523809523,
      "grad_norm": 0.10002691298723221,
      "learning_rate": 9.777864028930705e-05,
      "loss": 0.7402,
      "step": 100
    },
    {
      "epoch": 0.9523809523809523,
      "eval_loss": 0.7353290915489197,
      "eval_runtime": 31.8697,
      "eval_samples_per_second": 3.483,
      "eval_steps_per_second": 0.439,
      "step": 100
    },
    {
      "epoch": 1.1904761904761905,
      "grad_norm": 0.12271334230899811,
      "learning_rate": 9.654368743221022e-05,
      "loss": 0.7267,
      "step": 125
    },
    {
      "epoch": 1.1904761904761905,
      "eval_loss": 0.7255786657333374,
      "eval_runtime": 31.8838,
      "eval_samples_per_second": 3.481,
      "eval_steps_per_second": 0.439,
      "step": 125
    },
    {
      "epoch": 1.4285714285714286,
      "grad_norm": 0.15203851461410522,
      "learning_rate": 9.504844339512095e-05,
      "loss": 0.7228,
      "step": 150
    },
    {
      "epoch": 1.4285714285714286,
      "eval_loss": 0.7192813754081726,
      "eval_runtime": 31.8619,
      "eval_samples_per_second": 3.484,
      "eval_steps_per_second": 0.439,
      "step": 150
    },
    {
      "epoch": 1.6666666666666665,
      "grad_norm": 0.1312723308801651,
      "learning_rate": 9.330127018922194e-05,
      "loss": 0.7173,
      "step": 175
    },
    {
      "epoch": 1.6666666666666665,
      "eval_loss": 0.7122732400894165,
      "eval_runtime": 31.8673,
      "eval_samples_per_second": 3.483,
      "eval_steps_per_second": 0.439,
      "step": 175
    },
    {
      "epoch": 1.9047619047619047,
      "grad_norm": 0.1437642127275467,
      "learning_rate": 9.131193871579975e-05,
      "loss": 0.7194,
      "step": 200
    },
    {
      "epoch": 1.9047619047619047,
      "eval_loss": 0.7064856886863708,
      "eval_runtime": 31.8744,
      "eval_samples_per_second": 3.482,
      "eval_steps_per_second": 0.439,
      "step": 200
    },
    {
      "epoch": 2.142857142857143,
      "grad_norm": 0.16143007576465607,
      "learning_rate": 8.90915741234015e-05,
      "loss": 0.6987,
      "step": 225
    },
    {
      "epoch": 2.142857142857143,
      "eval_loss": 0.7001689076423645,
      "eval_runtime": 31.8599,
      "eval_samples_per_second": 3.484,
      "eval_steps_per_second": 0.439,
      "step": 225
    },
    {
      "epoch": 2.380952380952381,
      "grad_norm": 0.1549287736415863,
      "learning_rate": 8.665259359149132e-05,
      "loss": 0.6941,
      "step": 250
    },
    {
      "epoch": 2.380952380952381,
      "eval_loss": 0.6950200200080872,
      "eval_runtime": 31.9601,
      "eval_samples_per_second": 3.473,
      "eval_steps_per_second": 0.438,
      "step": 250
    },
    {
      "epoch": 2.619047619047619,
      "grad_norm": 0.15042544901371002,
      "learning_rate": 8.400863688854597e-05,
      "loss": 0.6987,
      "step": 275
    },
    {
      "epoch": 2.619047619047619,
      "eval_loss": 0.6901896595954895,
      "eval_runtime": 31.9342,
      "eval_samples_per_second": 3.476,
      "eval_steps_per_second": 0.438,
      "step": 275
    },
    {
      "epoch": 2.857142857142857,
      "grad_norm": 0.17507144808769226,
      "learning_rate": 8.117449009293668e-05,
      "loss": 0.6953,
      "step": 300
    },
    {
      "epoch": 2.857142857142857,
      "eval_loss": 0.6860001087188721,
      "eval_runtime": 31.8997,
      "eval_samples_per_second": 3.48,
      "eval_steps_per_second": 0.439,
      "step": 300
    },
    {
      "epoch": 3.0952380952380953,
      "grad_norm": 0.16489411890506744,
      "learning_rate": 7.81660029031811e-05,
      "loss": 0.6832,
      "step": 325
    },
    {
      "epoch": 3.0952380952380953,
      "eval_loss": 0.681731104850769,
      "eval_runtime": 31.8876,
      "eval_samples_per_second": 3.481,
      "eval_steps_per_second": 0.439,
      "step": 325
    },
    {
      "epoch": 3.3333333333333335,
      "grad_norm": 0.17146223783493042,
      "learning_rate": 7.500000000000001e-05,
      "loss": 0.6784,
      "step": 350
    },
    {
      "epoch": 3.3333333333333335,
      "eval_loss": 0.6773594617843628,
      "eval_runtime": 31.8931,
      "eval_samples_per_second": 3.48,
      "eval_steps_per_second": 0.439,
      "step": 350
    },
    {
      "epoch": 3.571428571428571,
      "grad_norm": 0.1854155957698822,
      "learning_rate": 7.169418695587791e-05,
      "loss": 0.6756,
      "step": 375
    },
    {
      "epoch": 3.571428571428571,
      "eval_loss": 0.6735982298851013,
      "eval_runtime": 31.966,
      "eval_samples_per_second": 3.472,
      "eval_steps_per_second": 0.438,
      "step": 375
    }
  ],
  "logging_steps": 25,
  "max_steps": 1050,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 25,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 10,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 2.4419158431105024e+17,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}