File size: 7,324 Bytes
06cd7c2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.5549774540409296,
  "eval_steps": 500,
  "global_step": 3000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.018499248468030985,
      "grad_norm": 2.7567262649536133,
      "learning_rate": 9.9e-06,
      "loss": 2.3993,
      "step": 100
    },
    {
      "epoch": 0.03699849693606197,
      "grad_norm": 2.469092845916748,
      "learning_rate": 1.9900000000000003e-05,
      "loss": 1.8863,
      "step": 200
    },
    {
      "epoch": 0.05549774540409296,
      "grad_norm": 2.287935256958008,
      "learning_rate": 1.987638906230491e-05,
      "loss": 1.6964,
      "step": 300
    },
    {
      "epoch": 0.07399699387212394,
      "grad_norm": 2.158879518508911,
      "learning_rate": 1.9751529529279564e-05,
      "loss": 1.6172,
      "step": 400
    },
    {
      "epoch": 0.09249624234015492,
      "grad_norm": 2.3301937580108643,
      "learning_rate": 1.9626669996254215e-05,
      "loss": 1.5604,
      "step": 500
    },
    {
      "epoch": 0.09249624234015492,
      "eval_loss": 1.5311822891235352,
      "eval_runtime": 836.5935,
      "eval_samples_per_second": 22.154,
      "eval_steps_per_second": 11.077,
      "step": 500
    },
    {
      "epoch": 0.11099549080818592,
      "grad_norm": 1.958460807800293,
      "learning_rate": 1.950181046322887e-05,
      "loss": 1.5221,
      "step": 600
    },
    {
      "epoch": 0.1294947392762169,
      "grad_norm": 2.088949680328369,
      "learning_rate": 1.9376950930203523e-05,
      "loss": 1.5003,
      "step": 700
    },
    {
      "epoch": 0.14799398774424788,
      "grad_norm": 2.262972593307495,
      "learning_rate": 1.9252091397178178e-05,
      "loss": 1.4501,
      "step": 800
    },
    {
      "epoch": 0.16649323621227888,
      "grad_norm": 1.8716174364089966,
      "learning_rate": 1.912723186415283e-05,
      "loss": 1.4359,
      "step": 900
    },
    {
      "epoch": 0.18499248468030985,
      "grad_norm": 1.6942836046218872,
      "learning_rate": 1.9002372331127483e-05,
      "loss": 1.4317,
      "step": 1000
    },
    {
      "epoch": 0.18499248468030985,
      "eval_loss": 1.4133305549621582,
      "eval_runtime": 838.9381,
      "eval_samples_per_second": 22.092,
      "eval_steps_per_second": 11.046,
      "step": 1000
    },
    {
      "epoch": 0.20349173314834085,
      "grad_norm": 2.1511948108673096,
      "learning_rate": 1.8877512798102137e-05,
      "loss": 1.4053,
      "step": 1100
    },
    {
      "epoch": 0.22199098161637185,
      "grad_norm": 1.7339736223220825,
      "learning_rate": 1.875265326507679e-05,
      "loss": 1.3915,
      "step": 1200
    },
    {
      "epoch": 0.24049023008440282,
      "grad_norm": 1.9543105363845825,
      "learning_rate": 1.8627793732051446e-05,
      "loss": 1.3825,
      "step": 1300
    },
    {
      "epoch": 0.2589894785524338,
      "grad_norm": 1.7334178686141968,
      "learning_rate": 1.8502934199026097e-05,
      "loss": 1.3708,
      "step": 1400
    },
    {
      "epoch": 0.2774887270204648,
      "grad_norm": 1.5893480777740479,
      "learning_rate": 1.837807466600075e-05,
      "loss": 1.3594,
      "step": 1500
    },
    {
      "epoch": 0.2774887270204648,
      "eval_loss": 1.3516819477081299,
      "eval_runtime": 838.2447,
      "eval_samples_per_second": 22.11,
      "eval_steps_per_second": 11.055,
      "step": 1500
    },
    {
      "epoch": 0.29598797548849576,
      "grad_norm": 1.9415546655654907,
      "learning_rate": 1.8253215132975405e-05,
      "loss": 1.3602,
      "step": 1600
    },
    {
      "epoch": 0.3144872239565268,
      "grad_norm": 1.6256144046783447,
      "learning_rate": 1.812835559995006e-05,
      "loss": 1.3297,
      "step": 1700
    },
    {
      "epoch": 0.33298647242455776,
      "grad_norm": 1.6166146993637085,
      "learning_rate": 1.800349606692471e-05,
      "loss": 1.3273,
      "step": 1800
    },
    {
      "epoch": 0.3514857208925887,
      "grad_norm": 1.7110105752944946,
      "learning_rate": 1.7878636533899365e-05,
      "loss": 1.2984,
      "step": 1900
    },
    {
      "epoch": 0.3699849693606197,
      "grad_norm": 1.4126442670822144,
      "learning_rate": 1.7753777000874016e-05,
      "loss": 1.3113,
      "step": 2000
    },
    {
      "epoch": 0.3699849693606197,
      "eval_loss": 1.3114128112792969,
      "eval_runtime": 836.695,
      "eval_samples_per_second": 22.151,
      "eval_steps_per_second": 11.076,
      "step": 2000
    },
    {
      "epoch": 0.3884842178286507,
      "grad_norm": 1.3738536834716797,
      "learning_rate": 1.7628917467848673e-05,
      "loss": 1.2932,
      "step": 2100
    },
    {
      "epoch": 0.4069834662966817,
      "grad_norm": 1.5857338905334473,
      "learning_rate": 1.7504057934823324e-05,
      "loss": 1.2871,
      "step": 2200
    },
    {
      "epoch": 0.42548271476471267,
      "grad_norm": 1.4277790784835815,
      "learning_rate": 1.737919840179798e-05,
      "loss": 1.2887,
      "step": 2300
    },
    {
      "epoch": 0.4439819632327437,
      "grad_norm": 1.380540132522583,
      "learning_rate": 1.7254338868772633e-05,
      "loss": 1.2879,
      "step": 2400
    },
    {
      "epoch": 0.46248121170077466,
      "grad_norm": 1.55470871925354,
      "learning_rate": 1.7129479335747284e-05,
      "loss": 1.2914,
      "step": 2500
    },
    {
      "epoch": 0.46248121170077466,
      "eval_loss": 1.2786827087402344,
      "eval_runtime": 829.3841,
      "eval_samples_per_second": 22.347,
      "eval_steps_per_second": 11.173,
      "step": 2500
    },
    {
      "epoch": 0.48098046016880563,
      "grad_norm": 1.2825775146484375,
      "learning_rate": 1.700461980272194e-05,
      "loss": 1.2576,
      "step": 2600
    },
    {
      "epoch": 0.4994797086368366,
      "grad_norm": 1.512398600578308,
      "learning_rate": 1.6879760269696593e-05,
      "loss": 1.2507,
      "step": 2700
    },
    {
      "epoch": 0.5179789571048676,
      "grad_norm": 1.2684593200683594,
      "learning_rate": 1.6754900736671247e-05,
      "loss": 1.2489,
      "step": 2800
    },
    {
      "epoch": 0.5364782055728986,
      "grad_norm": 1.6501576900482178,
      "learning_rate": 1.6630041203645898e-05,
      "loss": 1.2484,
      "step": 2900
    },
    {
      "epoch": 0.5549774540409296,
      "grad_norm": 1.7460854053497314,
      "learning_rate": 1.6505181670620552e-05,
      "loss": 1.2344,
      "step": 3000
    },
    {
      "epoch": 0.5549774540409296,
      "eval_loss": 1.2557722330093384,
      "eval_runtime": 829.0461,
      "eval_samples_per_second": 22.356,
      "eval_steps_per_second": 11.178,
      "step": 3000
    }
  ],
  "logging_steps": 100,
  "max_steps": 16218,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 1000,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 2.5139428982784e+16,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}