File size: 5,203 Bytes
69a7ea7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.30717727541923523,
  "best_model_checkpoint": "lora_qwen32b_java_abdiff_v2/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": 0.5229843258857727,
      "learning_rate": 3.648648648648649e-06,
      "loss": 1.149,
      "step": 10
    },
    {
      "epoch": 0.08221993833504625,
      "grad_norm": 0.5120038390159607,
      "learning_rate": 7.702702702702703e-06,
      "loss": 1.0995,
      "step": 20
    },
    {
      "epoch": 0.12332990750256938,
      "grad_norm": 0.4333497881889343,
      "learning_rate": 1.1756756756756757e-05,
      "loss": 1.0168,
      "step": 30
    },
    {
      "epoch": 0.1644398766700925,
      "grad_norm": 0.3843521475791931,
      "learning_rate": 1.5810810810810808e-05,
      "loss": 0.8955,
      "step": 40
    },
    {
      "epoch": 0.20554984583761562,
      "grad_norm": 0.44873204827308655,
      "learning_rate": 1.9864864864864866e-05,
      "loss": 0.7296,
      "step": 50
    },
    {
      "epoch": 0.24665981500513876,
      "grad_norm": 0.40769267082214355,
      "learning_rate": 2.3918918918918917e-05,
      "loss": 0.6065,
      "step": 60
    },
    {
      "epoch": 0.28776978417266186,
      "grad_norm": 0.25337493419647217,
      "learning_rate": 2.7972972972972975e-05,
      "loss": 0.4745,
      "step": 70
    },
    {
      "epoch": 0.328879753340185,
      "grad_norm": 0.2596264183521271,
      "learning_rate": 2.9772036474164135e-05,
      "loss": 0.4406,
      "step": 80
    },
    {
      "epoch": 0.3699897225077081,
      "grad_norm": 0.260395348072052,
      "learning_rate": 2.9316109422492404e-05,
      "loss": 0.3933,
      "step": 90
    },
    {
      "epoch": 0.41109969167523125,
      "grad_norm": 0.1907619684934616,
      "learning_rate": 2.886018237082067e-05,
      "loss": 0.368,
      "step": 100
    },
    {
      "epoch": 0.4522096608427544,
      "grad_norm": 0.18910694122314453,
      "learning_rate": 2.8404255319148935e-05,
      "loss": 0.3569,
      "step": 110
    },
    {
      "epoch": 0.4933196300102775,
      "grad_norm": 0.21357780694961548,
      "learning_rate": 2.7948328267477204e-05,
      "loss": 0.3585,
      "step": 120
    },
    {
      "epoch": 0.5344295991778006,
      "grad_norm": 0.19042538106441498,
      "learning_rate": 2.7492401215805473e-05,
      "loss": 0.3236,
      "step": 130
    },
    {
      "epoch": 0.5755395683453237,
      "grad_norm": 0.20597364008426666,
      "learning_rate": 2.7036474164133738e-05,
      "loss": 0.3176,
      "step": 140
    },
    {
      "epoch": 0.6166495375128469,
      "grad_norm": 0.1616671234369278,
      "learning_rate": 2.6580547112462007e-05,
      "loss": 0.2951,
      "step": 150
    },
    {
      "epoch": 0.65775950668037,
      "grad_norm": 0.19652485847473145,
      "learning_rate": 2.6124620060790272e-05,
      "loss": 0.3035,
      "step": 160
    },
    {
      "epoch": 0.6988694758478932,
      "grad_norm": 0.16938744485378265,
      "learning_rate": 2.566869300911854e-05,
      "loss": 0.2986,
      "step": 170
    },
    {
      "epoch": 0.7399794450154162,
      "grad_norm": 0.1938844472169876,
      "learning_rate": 2.521276595744681e-05,
      "loss": 0.2844,
      "step": 180
    },
    {
      "epoch": 0.7810894141829393,
      "grad_norm": 0.19115138053894043,
      "learning_rate": 2.4756838905775076e-05,
      "loss": 0.2897,
      "step": 190
    },
    {
      "epoch": 0.8221993833504625,
      "grad_norm": 0.20208393037319183,
      "learning_rate": 2.4300911854103345e-05,
      "loss": 0.2712,
      "step": 200
    },
    {
      "epoch": 0.8633093525179856,
      "grad_norm": 0.19500800967216492,
      "learning_rate": 2.3844984802431613e-05,
      "loss": 0.258,
      "step": 210
    },
    {
      "epoch": 0.9044193216855088,
      "grad_norm": 0.21097730100154877,
      "learning_rate": 2.338905775075988e-05,
      "loss": 0.251,
      "step": 220
    },
    {
      "epoch": 0.9455292908530318,
      "grad_norm": 0.25240081548690796,
      "learning_rate": 2.2933130699088144e-05,
      "loss": 0.2338,
      "step": 230
    },
    {
      "epoch": 0.986639260020555,
      "grad_norm": 0.24149411916732788,
      "learning_rate": 2.2477203647416413e-05,
      "loss": 0.2372,
      "step": 240
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.30717727541923523,
      "eval_runtime": 180.7589,
      "eval_samples_per_second": 3.607,
      "eval_steps_per_second": 1.804,
      "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": 1.423270096480641e+18,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}