Hugging Face's logo

TongZheng1999
/
alma-13b-sft-50-languages-ja-max-tokens-512

PEFT
Safetensors
Model card Files Community
alma-13b-sft-50-languages-ja-max-tokens-512
File size: 4,022 Bytes 
7a9960d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 6,
  "global_step": 110,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.05454545454545454,
      "grad_norm": 0.0,
      "learning_rate": 0.0,
      "loss": 1.2975,
      "step": 6
    },
    {
      "epoch": 0.10909090909090909,
      "grad_norm": 0.0,
      "learning_rate": 0.0,
      "loss": 1.3016,
      "step": 12
    },
    {
      "epoch": 0.16363636363636364,
      "grad_norm": 0.32800790667533875,
      "learning_rate": 0.0016329931618554523,
      "loss": 1.4015,
      "step": 18
    },
    {
      "epoch": 0.21818181818181817,
      "grad_norm": 0.9177753925323486,
      "learning_rate": 0.0011547005383792518,
      "loss": 1.6273,
      "step": 24
    },
    {
      "epoch": 0.2727272727272727,
      "grad_norm": 0.3837386667728424,
      "learning_rate": 0.0008528028654224417,
      "loss": 1.4308,
      "step": 30
    },
    {
      "epoch": 0.32727272727272727,
      "grad_norm": 0.3632727861404419,
      "learning_rate": 0.0006859943405700353,
      "loss": 0.9649,
      "step": 36
    },
    {
      "epoch": 0.38181818181818183,
      "grad_norm": 0.266460120677948,
      "learning_rate": 0.0005897678246195886,
      "loss": 0.9382,
      "step": 42
    },
    {
      "epoch": 0.43636363636363634,
      "grad_norm": 0.25073757767677307,
      "learning_rate": 0.0005252257314388902,
      "loss": 0.9458,
      "step": 48
    },
    {
      "epoch": 0.4909090909090909,
      "grad_norm": 0.30845940113067627,
      "learning_rate": 0.00047809144373375746,
      "loss": 0.919,
      "step": 54
    },
    {
      "epoch": 0.5454545454545454,
      "grad_norm": 0.2834985852241516,
      "learning_rate": 0.00044172610429938616,
      "loss": 0.8865,
      "step": 60
    },
    {
      "epoch": 0.6,
      "grad_norm": 0.24825343489646912,
      "learning_rate": 0.00041256849850351737,
      "loss": 0.9121,
      "step": 66
    },
    {
      "epoch": 0.6545454545454545,
      "grad_norm": 0.23214682936668396,
      "learning_rate": 0.0003885143449429057,
      "loss": 0.8687,
      "step": 72
    },
    {
      "epoch": 0.7090909090909091,
      "grad_norm": 0.28830835223197937,
      "learning_rate": 0.00036822984715932937,
      "loss": 0.8698,
      "step": 78
    },
    {
      "epoch": 0.7636363636363637,
      "grad_norm": 0.2312021106481552,
      "learning_rate": 0.0003508232077228117,
      "loss": 0.8551,
      "step": 84
    },
    {
      "epoch": 0.8181818181818182,
      "grad_norm": 0.2500722408294678,
      "learning_rate": 0.00033567254331867566,
      "loss": 0.8588,
      "step": 90
    },
    {
      "epoch": 0.8727272727272727,
      "grad_norm": 0.24223938584327698,
      "learning_rate": 0.00032232918561015214,
      "loss": 0.839,
      "step": 96
    },
    {
      "epoch": 0.9272727272727272,
      "grad_norm": 0.2925407886505127,
      "learning_rate": 0.0003104602102825331,
      "loss": 0.8785,
      "step": 102
    },
    {
      "epoch": 0.9818181818181818,
      "grad_norm": 0.24154560267925262,
      "learning_rate": 0.00029981267559834457,
      "loss": 0.8538,
      "step": 108
    },
    {
      "epoch": 1.0,
      "step": 110,
      "total_flos": 1.1172110162041242e+18,
      "train_loss": 1.0328993797302246,
      "train_runtime": 988.656,
      "train_samples_per_second": 14.24,
      "train_steps_per_second": 0.111
    }
  ],
  "logging_steps": 6,
  "max_steps": 110,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 6,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.1172110162041242e+18,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}