File size: 6,216 Bytes
1de0576
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": 300,
  "best_metric": 0.7760980129241943,
  "best_model_checkpoint": "./tinyllama-custom-quotes-fine-tuned/checkpoint-300",
  "epoch": 0.75,
  "eval_steps": 100,
  "global_step": 300,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.025,
      "grad_norm": 0.7440543174743652,
      "learning_rate": 0.00015000000000000001,
      "loss": 2.9746,
      "step": 10
    },
    {
      "epoch": 0.05,
      "grad_norm": 1.447368860244751,
      "learning_rate": 0.0001998394219742627,
      "loss": 1.4501,
      "step": 20
    },
    {
      "epoch": 0.075,
      "grad_norm": 0.5628308653831482,
      "learning_rate": 0.00019905415858090036,
      "loss": 1.0079,
      "step": 30
    },
    {
      "epoch": 0.1,
      "grad_norm": 0.5305753946304321,
      "learning_rate": 0.0001976198547939518,
      "loss": 0.8519,
      "step": 40
    },
    {
      "epoch": 0.125,
      "grad_norm": 0.7008503079414368,
      "learning_rate": 0.0001955459087155033,
      "loss": 0.798,
      "step": 50
    },
    {
      "epoch": 0.15,
      "grad_norm": 0.3367324471473694,
      "learning_rate": 0.00019284590962639176,
      "loss": 0.9812,
      "step": 60
    },
    {
      "epoch": 0.175,
      "grad_norm": 0.41013872623443604,
      "learning_rate": 0.00018953754894408616,
      "loss": 0.7821,
      "step": 70
    },
    {
      "epoch": 0.2,
      "grad_norm": 0.3676799237728119,
      "learning_rate": 0.00018564250430181387,
      "loss": 0.8898,
      "step": 80
    },
    {
      "epoch": 0.225,
      "grad_norm": 0.621743381023407,
      "learning_rate": 0.00018118629750849105,
      "loss": 0.8397,
      "step": 90
    },
    {
      "epoch": 0.25,
      "grad_norm": 0.37409332394599915,
      "learning_rate": 0.00017619812732015664,
      "loss": 0.5815,
      "step": 100
    },
    {
      "epoch": 0.25,
      "eval_loss": 0.8038855791091919,
      "eval_runtime": 48.3297,
      "eval_samples_per_second": 4.138,
      "eval_steps_per_second": 0.517,
      "step": 100
    },
    {
      "epoch": 0.275,
      "grad_norm": 0.8709319829940796,
      "learning_rate": 0.00017071067811865476,
      "loss": 0.8146,
      "step": 110
    },
    {
      "epoch": 0.3,
      "grad_norm": 0.43820664286613464,
      "learning_rate": 0.00016475990575117605,
      "loss": 0.6003,
      "step": 120
    },
    {
      "epoch": 0.325,
      "grad_norm": 0.4444628059864044,
      "learning_rate": 0.00015838480193391754,
      "loss": 0.7894,
      "step": 130
    },
    {
      "epoch": 0.35,
      "grad_norm": 0.41406378149986267,
      "learning_rate": 0.00015162713876357858,
      "loss": 0.7565,
      "step": 140
    },
    {
      "epoch": 0.375,
      "grad_norm": 0.5294691920280457,
      "learning_rate": 0.00014453119501074924,
      "loss": 0.8514,
      "step": 150
    },
    {
      "epoch": 0.4,
      "grad_norm": 0.37928926944732666,
      "learning_rate": 0.00013714346598862166,
      "loss": 0.6292,
      "step": 160
    },
    {
      "epoch": 0.425,
      "grad_norm": 0.4634771943092346,
      "learning_rate": 0.00012951235889807386,
      "loss": 0.9964,
      "step": 170
    },
    {
      "epoch": 0.45,
      "grad_norm": 0.35241034626960754,
      "learning_rate": 0.00012168787564534078,
      "loss": 0.8125,
      "step": 180
    },
    {
      "epoch": 0.475,
      "grad_norm": 1.2624390125274658,
      "learning_rate": 0.00011372128521057155,
      "loss": 0.9791,
      "step": 190
    },
    {
      "epoch": 0.5,
      "grad_norm": 1.313948154449463,
      "learning_rate": 0.00010566478771403763,
      "loss": 0.6942,
      "step": 200
    },
    {
      "epoch": 0.5,
      "eval_loss": 0.7819027900695801,
      "eval_runtime": 48.3939,
      "eval_samples_per_second": 4.133,
      "eval_steps_per_second": 0.517,
      "step": 200
    },
    {
      "epoch": 0.525,
      "grad_norm": 0.3572781980037689,
      "learning_rate": 9.757117238115871e-05,
      "loss": 0.8754,
      "step": 210
    },
    {
      "epoch": 0.55,
      "grad_norm": 0.4901013970375061,
      "learning_rate": 8.949347164748762e-05,
      "loss": 0.7883,
      "step": 220
    },
    {
      "epoch": 0.575,
      "grad_norm": 0.5491872429847717,
      "learning_rate": 8.14846136700908e-05,
      "loss": 0.618,
      "step": 230
    },
    {
      "epoch": 0.6,
      "grad_norm": 0.3233886659145355,
      "learning_rate": 7.35970755222007e-05,
      "loss": 0.9113,
      "step": 240
    },
    {
      "epoch": 0.625,
      "grad_norm": 0.4254407286643982,
      "learning_rate": 6.588253934354039e-05,
      "loss": 0.9099,
      "step": 250
    },
    {
      "epoch": 0.65,
      "grad_norm": 0.45668289065361023,
      "learning_rate": 5.839155369935407e-05,
      "loss": 0.7206,
      "step": 260
    },
    {
      "epoch": 0.675,
      "grad_norm": 0.29698246717453003,
      "learning_rate": 5.117320236704697e-05,
      "loss": 0.7399,
      "step": 270
    },
    {
      "epoch": 0.7,
      "grad_norm": 0.3198457658290863,
      "learning_rate": 4.427478272067066e-05,
      "loss": 0.71,
      "step": 280
    },
    {
      "epoch": 0.725,
      "grad_norm": 0.34839925169944763,
      "learning_rate": 3.774149582060012e-05,
      "loss": 0.6937,
      "step": 290
    },
    {
      "epoch": 0.75,
      "grad_norm": 0.362792432308197,
      "learning_rate": 3.161615023905265e-05,
      "loss": 0.7382,
      "step": 300
    },
    {
      "epoch": 0.75,
      "eval_loss": 0.7760980129241943,
      "eval_runtime": 48.3842,
      "eval_samples_per_second": 4.134,
      "eval_steps_per_second": 0.517,
      "step": 300
    }
  ],
  "logging_steps": 10,
  "max_steps": 400,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 999913055846400.0,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}