File size: 4,761 Bytes
d1f029a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "global_step": 16851,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.09,
      "learning_rate": 1.955492255652484e-05,
      "loss": 2.8362,
      "step": 500
    },
    {
      "epoch": 0.18,
      "learning_rate": 1.9109845113049673e-05,
      "loss": 1.6844,
      "step": 1000
    },
    {
      "epoch": 0.27,
      "learning_rate": 1.8664767669574508e-05,
      "loss": 1.5,
      "step": 1500
    },
    {
      "epoch": 0.36,
      "learning_rate": 1.8219690226099342e-05,
      "loss": 1.3599,
      "step": 2000
    },
    {
      "epoch": 0.45,
      "learning_rate": 1.777461278262418e-05,
      "loss": 1.2865,
      "step": 2500
    },
    {
      "epoch": 0.53,
      "learning_rate": 1.7329535339149014e-05,
      "loss": 1.2309,
      "step": 3000
    },
    {
      "epoch": 0.62,
      "learning_rate": 1.6884457895673848e-05,
      "loss": 1.219,
      "step": 3500
    },
    {
      "epoch": 0.71,
      "learning_rate": 1.6439380452198682e-05,
      "loss": 1.1917,
      "step": 4000
    },
    {
      "epoch": 0.8,
      "learning_rate": 1.599430300872352e-05,
      "loss": 1.1278,
      "step": 4500
    },
    {
      "epoch": 0.89,
      "learning_rate": 1.5549225565248354e-05,
      "loss": 1.1211,
      "step": 5000
    },
    {
      "epoch": 0.98,
      "learning_rate": 1.510414812177319e-05,
      "loss": 1.098,
      "step": 5500
    },
    {
      "epoch": 1.0,
      "eval_exact_match": 77.43614001892148,
      "eval_f1": 85.27628850491176,
      "step": 5617
    },
    {
      "epoch": 1.07,
      "learning_rate": 1.4659070678298024e-05,
      "loss": 0.9305,
      "step": 6000
    },
    {
      "epoch": 1.16,
      "learning_rate": 1.421399323482286e-05,
      "loss": 0.8982,
      "step": 6500
    },
    {
      "epoch": 1.25,
      "learning_rate": 1.3768915791347694e-05,
      "loss": 0.8622,
      "step": 7000
    },
    {
      "epoch": 1.34,
      "learning_rate": 1.332383834787253e-05,
      "loss": 0.8733,
      "step": 7500
    },
    {
      "epoch": 1.42,
      "learning_rate": 1.2878760904397368e-05,
      "loss": 0.858,
      "step": 8000
    },
    {
      "epoch": 1.51,
      "learning_rate": 1.2433683460922202e-05,
      "loss": 0.8723,
      "step": 8500
    },
    {
      "epoch": 1.6,
      "learning_rate": 1.1988606017447038e-05,
      "loss": 0.8781,
      "step": 9000
    },
    {
      "epoch": 1.69,
      "learning_rate": 1.1543528573971872e-05,
      "loss": 0.8645,
      "step": 9500
    },
    {
      "epoch": 1.78,
      "learning_rate": 1.1098451130496708e-05,
      "loss": 0.8643,
      "step": 10000
    },
    {
      "epoch": 1.87,
      "learning_rate": 1.0653373687021542e-05,
      "loss": 0.8594,
      "step": 10500
    },
    {
      "epoch": 1.96,
      "learning_rate": 1.0208296243546378e-05,
      "loss": 0.8501,
      "step": 11000
    },
    {
      "epoch": 2.0,
      "eval_exact_match": 79.43235572374645,
      "eval_f1": 86.5587922621179,
      "step": 11234
    },
    {
      "epoch": 2.05,
      "learning_rate": 9.763218800071214e-06,
      "loss": 0.7317,
      "step": 11500
    },
    {
      "epoch": 2.14,
      "learning_rate": 9.318141356596048e-06,
      "loss": 0.6347,
      "step": 12000
    },
    {
      "epoch": 2.23,
      "learning_rate": 8.873063913120884e-06,
      "loss": 0.6572,
      "step": 12500
    },
    {
      "epoch": 2.31,
      "learning_rate": 8.42798646964572e-06,
      "loss": 0.6525,
      "step": 13000
    },
    {
      "epoch": 2.4,
      "learning_rate": 7.982909026170554e-06,
      "loss": 0.6543,
      "step": 13500
    },
    {
      "epoch": 2.49,
      "learning_rate": 7.53783158269539e-06,
      "loss": 0.6496,
      "step": 14000
    },
    {
      "epoch": 2.58,
      "learning_rate": 7.092754139220225e-06,
      "loss": 0.6533,
      "step": 14500
    },
    {
      "epoch": 2.67,
      "learning_rate": 6.64767669574506e-06,
      "loss": 0.652,
      "step": 15000
    },
    {
      "epoch": 2.76,
      "learning_rate": 6.202599252269895e-06,
      "loss": 0.6363,
      "step": 15500
    },
    {
      "epoch": 2.85,
      "learning_rate": 5.75752180879473e-06,
      "loss": 0.6802,
      "step": 16000
    },
    {
      "epoch": 2.94,
      "learning_rate": 5.312444365319565e-06,
      "loss": 0.6562,
      "step": 16500
    },
    {
      "epoch": 3.0,
      "eval_exact_match": 79.61210974456007,
      "eval_f1": 87.30118518584376,
      "step": 16851
    }
  ],
  "max_steps": 22468,
  "num_train_epochs": 4,
  "total_flos": 5.28373385307095e+16,
  "trial_name": null,
  "trial_params": null
}