File size: 4,595 Bytes
d039fe1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.738968551158905,
  "best_model_checkpoint": "./Zeroshot/01-12-23-NousResearch-Nous-Hermes-Llama2-13b_multilang-dataset-3.0.3-portuguese-2_epochs-10_batch_2/checkpoints/checkpoint-13546",
  "epoch": 4.0,
  "global_step": 13546,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.15,
      "learning_rate": 5.8948611931482576e-05,
      "loss": 1.3183,
      "step": 500
    },
    {
      "epoch": 0.3,
      "learning_rate": 0.00011801535735380982,
      "loss": 0.9343,
      "step": 1000
    },
    {
      "epoch": 0.44,
      "learning_rate": 0.00017708210277613703,
      "loss": 0.9005,
      "step": 1500
    },
    {
      "epoch": 0.59,
      "learning_rate": 0.00023614884819846425,
      "loss": 0.8859,
      "step": 2000
    },
    {
      "epoch": 0.74,
      "learning_rate": 0.0002952155936207915,
      "loss": 0.8707,
      "step": 2500
    },
    {
      "epoch": 0.89,
      "learning_rate": 0.00035416420555227406,
      "loss": 0.8523,
      "step": 3000
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.8459745645523071,
      "eval_runtime": 133.0397,
      "eval_samples_per_second": 11.32,
      "eval_steps_per_second": 1.421,
      "step": 3386
    },
    {
      "epoch": 1.03,
      "learning_rate": 0.00039998666871418663,
      "loss": 0.8395,
      "step": 3500
    },
    {
      "epoch": 1.18,
      "learning_rate": 0.00039960207649127196,
      "loss": 0.8052,
      "step": 4000
    },
    {
      "epoch": 1.33,
      "learning_rate": 0.0003986872720605752,
      "loss": 0.8036,
      "step": 4500
    },
    {
      "epoch": 1.48,
      "learning_rate": 0.00039724468545932536,
      "loss": 0.7902,
      "step": 5000
    },
    {
      "epoch": 1.62,
      "learning_rate": 0.0003952781486968895,
      "loss": 0.7818,
      "step": 5500
    },
    {
      "epoch": 1.77,
      "learning_rate": 0.00039279288557562877,
      "loss": 0.7834,
      "step": 6000
    },
    {
      "epoch": 1.92,
      "learning_rate": 0.0003897954978146717,
      "loss": 0.7686,
      "step": 6500
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.7881951332092285,
      "eval_runtime": 132.7462,
      "eval_samples_per_second": 11.345,
      "eval_steps_per_second": 1.424,
      "step": 6773
    },
    {
      "epoch": 2.07,
      "learning_rate": 0.0003862939475134625,
      "loss": 0.7371,
      "step": 7000
    },
    {
      "epoch": 2.21,
      "learning_rate": 0.00038230601585633047,
      "loss": 0.6893,
      "step": 7500
    },
    {
      "epoch": 2.36,
      "learning_rate": 0.0003778263160223725,
      "loss": 0.6936,
      "step": 8000
    },
    {
      "epoch": 2.51,
      "learning_rate": 0.00037287424793815686,
      "loss": 0.6923,
      "step": 8500
    },
    {
      "epoch": 2.66,
      "learning_rate": 0.0003674629660106825,
      "loss": 0.6862,
      "step": 9000
    },
    {
      "epoch": 2.81,
      "learning_rate": 0.00036160684447787385,
      "loss": 0.6869,
      "step": 9500
    },
    {
      "epoch": 2.95,
      "learning_rate": 0.0003553214392256293,
      "loss": 0.6856,
      "step": 10000
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.7562845945358276,
      "eval_runtime": 132.7178,
      "eval_samples_per_second": 11.347,
      "eval_steps_per_second": 1.424,
      "step": 10159
    },
    {
      "epoch": 3.1,
      "learning_rate": 0.0003486234464660031,
      "loss": 0.6199,
      "step": 10500
    },
    {
      "epoch": 3.25,
      "learning_rate": 0.0003415452256149365,
      "loss": 0.595,
      "step": 11000
    },
    {
      "epoch": 3.4,
      "learning_rate": 0.0003340772155486902,
      "loss": 0.5962,
      "step": 11500
    },
    {
      "epoch": 3.54,
      "learning_rate": 0.0003262690400990177,
      "loss": 0.6019,
      "step": 12000
    },
    {
      "epoch": 3.69,
      "learning_rate": 0.00031811015213363493,
      "loss": 0.6043,
      "step": 12500
    },
    {
      "epoch": 3.84,
      "learning_rate": 0.0003096375227201415,
      "loss": 0.5984,
      "step": 13000
    },
    {
      "epoch": 3.99,
      "learning_rate": 0.0003008736580950757,
      "loss": 0.6011,
      "step": 13500
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.738968551158905,
      "eval_runtime": 132.6823,
      "eval_samples_per_second": 11.35,
      "eval_steps_per_second": 1.424,
      "step": 13546
    }
  ],
  "max_steps": 33860,
  "num_train_epochs": 10,
  "total_flos": 6.037383614590157e+17,
  "trial_name": null,
  "trial_params": null
}