File size: 4,805 Bytes
e2ca488
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 1.6068811416625977,
  "best_model_checkpoint": "/scratch/kwamea/llama-output/checkpoint-60",
  "epoch": 8.275862068965518,
  "eval_steps": 5,
  "global_step": 60,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.69,
      "grad_norm": 0.27489739656448364,
      "learning_rate": 9.285714285714286e-05,
      "loss": 1.9945,
      "step": 5
    },
    {
      "epoch": 0.69,
      "eval_loss": 2.0204718112945557,
      "eval_runtime": 14.7113,
      "eval_samples_per_second": 0.408,
      "eval_steps_per_second": 0.068,
      "step": 5
    },
    {
      "epoch": 1.38,
      "grad_norm": 0.36750176548957825,
      "learning_rate": 8.571428571428571e-05,
      "loss": 1.9427,
      "step": 10
    },
    {
      "epoch": 1.38,
      "eval_loss": 1.9357692003250122,
      "eval_runtime": 14.713,
      "eval_samples_per_second": 0.408,
      "eval_steps_per_second": 0.068,
      "step": 10
    },
    {
      "epoch": 2.07,
      "grad_norm": 0.4677024185657501,
      "learning_rate": 7.857142857142858e-05,
      "loss": 1.8651,
      "step": 15
    },
    {
      "epoch": 2.07,
      "eval_loss": 1.8461824655532837,
      "eval_runtime": 14.7203,
      "eval_samples_per_second": 0.408,
      "eval_steps_per_second": 0.068,
      "step": 15
    },
    {
      "epoch": 2.76,
      "grad_norm": 0.40606027841567993,
      "learning_rate": 7.142857142857143e-05,
      "loss": 1.7948,
      "step": 20
    },
    {
      "epoch": 2.76,
      "eval_loss": 1.801284670829773,
      "eval_runtime": 14.7281,
      "eval_samples_per_second": 0.407,
      "eval_steps_per_second": 0.068,
      "step": 20
    },
    {
      "epoch": 3.45,
      "grad_norm": 0.3058153986930847,
      "learning_rate": 6.428571428571429e-05,
      "loss": 1.7233,
      "step": 25
    },
    {
      "epoch": 3.45,
      "eval_loss": 1.766973853111267,
      "eval_runtime": 14.6916,
      "eval_samples_per_second": 0.408,
      "eval_steps_per_second": 0.068,
      "step": 25
    },
    {
      "epoch": 4.14,
      "grad_norm": 0.2967859208583832,
      "learning_rate": 5.714285714285714e-05,
      "loss": 1.7117,
      "step": 30
    },
    {
      "epoch": 4.14,
      "eval_loss": 1.7350422143936157,
      "eval_runtime": 14.7126,
      "eval_samples_per_second": 0.408,
      "eval_steps_per_second": 0.068,
      "step": 30
    },
    {
      "epoch": 4.83,
      "grad_norm": 0.31578946113586426,
      "learning_rate": 5e-05,
      "loss": 1.6904,
      "step": 35
    },
    {
      "epoch": 4.83,
      "eval_loss": 1.7066936492919922,
      "eval_runtime": 14.7265,
      "eval_samples_per_second": 0.407,
      "eval_steps_per_second": 0.068,
      "step": 35
    },
    {
      "epoch": 5.52,
      "grad_norm": 0.34217244386672974,
      "learning_rate": 4.2857142857142856e-05,
      "loss": 1.6459,
      "step": 40
    },
    {
      "epoch": 5.52,
      "eval_loss": 1.6809816360473633,
      "eval_runtime": 14.7004,
      "eval_samples_per_second": 0.408,
      "eval_steps_per_second": 0.068,
      "step": 40
    },
    {
      "epoch": 6.21,
      "grad_norm": 0.36268118023872375,
      "learning_rate": 3.571428571428572e-05,
      "loss": 1.5992,
      "step": 45
    },
    {
      "epoch": 6.21,
      "eval_loss": 1.6565723419189453,
      "eval_runtime": 14.6987,
      "eval_samples_per_second": 0.408,
      "eval_steps_per_second": 0.068,
      "step": 45
    },
    {
      "epoch": 6.9,
      "grad_norm": 0.3854450583457947,
      "learning_rate": 2.857142857142857e-05,
      "loss": 1.6088,
      "step": 50
    },
    {
      "epoch": 6.9,
      "eval_loss": 1.6376428604125977,
      "eval_runtime": 14.7228,
      "eval_samples_per_second": 0.408,
      "eval_steps_per_second": 0.068,
      "step": 50
    },
    {
      "epoch": 7.59,
      "grad_norm": 0.39184266328811646,
      "learning_rate": 2.1428571428571428e-05,
      "loss": 1.5722,
      "step": 55
    },
    {
      "epoch": 7.59,
      "eval_loss": 1.6203418970108032,
      "eval_runtime": 14.7373,
      "eval_samples_per_second": 0.407,
      "eval_steps_per_second": 0.068,
      "step": 55
    },
    {
      "epoch": 8.28,
      "grad_norm": 0.41270822286605835,
      "learning_rate": 1.4285714285714285e-05,
      "loss": 1.5593,
      "step": 60
    },
    {
      "epoch": 8.28,
      "eval_loss": 1.6068811416625977,
      "eval_runtime": 14.7065,
      "eval_samples_per_second": 0.408,
      "eval_steps_per_second": 0.068,
      "step": 60
    }
  ],
  "logging_steps": 5,
  "max_steps": 70,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 10,
  "total_flos": 4.053912739695821e+17,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}