File size: 5,205 Bytes
0bc4616
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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_global_step": 244,
  "best_metric": 0.24269719421863556,
  "best_model_checkpoint": "./lora_qwen7b_java_abdiff_v1/checkpoint-244",
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 244,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.041109969167523124,
      "grad_norm": 0.175823375582695,
      "learning_rate": 3.648648648648649e-06,
      "loss": 0.5537,
      "step": 10
    },
    {
      "epoch": 0.08221993833504625,
      "grad_norm": 0.12845267355442047,
      "learning_rate": 7.702702702702703e-06,
      "loss": 0.5427,
      "step": 20
    },
    {
      "epoch": 0.12332990750256938,
      "grad_norm": 0.13613902032375336,
      "learning_rate": 1.1756756756756757e-05,
      "loss": 0.5252,
      "step": 30
    },
    {
      "epoch": 0.1644398766700925,
      "grad_norm": 0.23862598836421967,
      "learning_rate": 1.5810810810810808e-05,
      "loss": 0.4838,
      "step": 40
    },
    {
      "epoch": 0.20554984583761562,
      "grad_norm": 0.2705032229423523,
      "learning_rate": 1.9864864864864866e-05,
      "loss": 0.395,
      "step": 50
    },
    {
      "epoch": 0.24665981500513876,
      "grad_norm": 0.10224032402038574,
      "learning_rate": 2.3918918918918917e-05,
      "loss": 0.3266,
      "step": 60
    },
    {
      "epoch": 0.28776978417266186,
      "grad_norm": 0.06852829456329346,
      "learning_rate": 2.7972972972972975e-05,
      "loss": 0.2972,
      "step": 70
    },
    {
      "epoch": 0.328879753340185,
      "grad_norm": 0.0726822167634964,
      "learning_rate": 2.9772036474164135e-05,
      "loss": 0.2954,
      "step": 80
    },
    {
      "epoch": 0.3699897225077081,
      "grad_norm": 0.06372971087694168,
      "learning_rate": 2.9316109422492404e-05,
      "loss": 0.277,
      "step": 90
    },
    {
      "epoch": 0.41109969167523125,
      "grad_norm": 0.05797314643859863,
      "learning_rate": 2.886018237082067e-05,
      "loss": 0.2666,
      "step": 100
    },
    {
      "epoch": 0.4522096608427544,
      "grad_norm": 0.062011413276195526,
      "learning_rate": 2.8404255319148935e-05,
      "loss": 0.2726,
      "step": 110
    },
    {
      "epoch": 0.4933196300102775,
      "grad_norm": 0.06568919867277145,
      "learning_rate": 2.7948328267477204e-05,
      "loss": 0.2705,
      "step": 120
    },
    {
      "epoch": 0.5344295991778006,
      "grad_norm": 0.06438654661178589,
      "learning_rate": 2.7492401215805473e-05,
      "loss": 0.2489,
      "step": 130
    },
    {
      "epoch": 0.5755395683453237,
      "grad_norm": 0.0740242451429367,
      "learning_rate": 2.7036474164133738e-05,
      "loss": 0.2513,
      "step": 140
    },
    {
      "epoch": 0.6166495375128469,
      "grad_norm": 0.0648876503109932,
      "learning_rate": 2.6580547112462007e-05,
      "loss": 0.2418,
      "step": 150
    },
    {
      "epoch": 0.65775950668037,
      "grad_norm": 0.0961170569062233,
      "learning_rate": 2.6124620060790272e-05,
      "loss": 0.2444,
      "step": 160
    },
    {
      "epoch": 0.6988694758478932,
      "grad_norm": 0.07387962192296982,
      "learning_rate": 2.566869300911854e-05,
      "loss": 0.245,
      "step": 170
    },
    {
      "epoch": 0.7399794450154162,
      "grad_norm": 0.0894966870546341,
      "learning_rate": 2.521276595744681e-05,
      "loss": 0.237,
      "step": 180
    },
    {
      "epoch": 0.7810894141829393,
      "grad_norm": 0.09798130393028259,
      "learning_rate": 2.4756838905775076e-05,
      "loss": 0.2486,
      "step": 190
    },
    {
      "epoch": 0.8221993833504625,
      "grad_norm": 0.14110679924488068,
      "learning_rate": 2.4300911854103345e-05,
      "loss": 0.2421,
      "step": 200
    },
    {
      "epoch": 0.8633093525179856,
      "grad_norm": 0.09954896569252014,
      "learning_rate": 2.3844984802431613e-05,
      "loss": 0.2265,
      "step": 210
    },
    {
      "epoch": 0.9044193216855088,
      "grad_norm": 0.1187966987490654,
      "learning_rate": 2.338905775075988e-05,
      "loss": 0.2277,
      "step": 220
    },
    {
      "epoch": 0.9455292908530318,
      "grad_norm": 0.11565206199884415,
      "learning_rate": 2.2933130699088144e-05,
      "loss": 0.2123,
      "step": 230
    },
    {
      "epoch": 0.986639260020555,
      "grad_norm": 0.13377656042575836,
      "learning_rate": 2.2477203647416413e-05,
      "loss": 0.2153,
      "step": 240
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.24269719421863556,
      "eval_runtime": 48.0797,
      "eval_samples_per_second": 13.561,
      "eval_steps_per_second": 6.78,
      "step": 244
    }
  ],
  "logging_steps": 10,
  "max_steps": 732,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 3.149570373234647e+17,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}