Hugging Face's logo

tyzhu
/
lmind_nq_train6000_eval6489_v1_docidx_v3_3e-5_lora2

Safetensors
Generated from Trainer
Model card Files Community
lmind_nq_train6000_eval6489_v1_docidx_v3_3e-5_lora2
File size: 3,614 Bytes 
5072dbb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.998535871156662,
  "eval_steps": 500,
  "global_step": 1024,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.29282576866764276,
      "grad_norm": 0.26115021109580994,
      "learning_rate": 3e-05,
      "loss": 2.0719,
      "step": 100
    },
    {
      "epoch": 0.5856515373352855,
      "grad_norm": 0.2679530680179596,
      "learning_rate": 3e-05,
      "loss": 1.969,
      "step": 200
    },
    {
      "epoch": 0.8784773060029283,
      "grad_norm": 0.2916224002838135,
      "learning_rate": 3e-05,
      "loss": 1.9686,
      "step": 300
    },
    {
      "epoch": 0.9985358711566618,
      "eval_accuracy": 0.43743589743589745,
      "eval_loss": 3.6918885707855225,
      "eval_runtime": 5.2974,
      "eval_samples_per_second": 94.385,
      "eval_steps_per_second": 11.893,
      "step": 341
    },
    {
      "epoch": 0.9985358711566618,
      "eval_bleu": 0.1527908371131025,
      "eval_exact_match": 0.012,
      "eval_prefix_exact_match": 0.026,
      "step": 341
    },
    {
      "epoch": 1.171303074670571,
      "grad_norm": 0.3534347712993622,
      "learning_rate": 3e-05,
      "loss": 1.9603,
      "step": 400
    },
    {
      "epoch": 1.4641288433382138,
      "grad_norm": 0.3338424563407898,
      "learning_rate": 3e-05,
      "loss": 1.9235,
      "step": 500
    },
    {
      "epoch": 1.7569546120058566,
      "grad_norm": 0.4033390283584595,
      "learning_rate": 3e-05,
      "loss": 1.9337,
      "step": 600
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.44764102564102565,
      "eval_loss": 3.7484843730926514,
      "eval_runtime": 5.0649,
      "eval_samples_per_second": 98.718,
      "eval_steps_per_second": 12.438,
      "step": 683
    },
    {
      "epoch": 2.0,
      "eval_bleu": 0.21311912714932216,
      "eval_exact_match": 0.02,
      "eval_prefix_exact_match": 0.032,
      "step": 683
    },
    {
      "epoch": 2.049780380673499,
      "grad_norm": 0.38882532715797424,
      "learning_rate": 3e-05,
      "loss": 1.9267,
      "step": 700
    },
    {
      "epoch": 2.342606149341142,
      "grad_norm": 0.44310709834098816,
      "learning_rate": 3e-05,
      "loss": 1.8823,
      "step": 800
    },
    {
      "epoch": 2.6354319180087846,
      "grad_norm": 0.5196680426597595,
      "learning_rate": 3e-05,
      "loss": 1.901,
      "step": 900
    },
    {
      "epoch": 2.9282576866764276,
      "grad_norm": 0.5293437242507935,
      "learning_rate": 3e-05,
      "loss": 1.9033,
      "step": 1000
    },
    {
      "epoch": 2.998535871156662,
      "eval_accuracy": 0.4495897435897436,
      "eval_loss": 3.882551670074463,
      "eval_runtime": 5.1314,
      "eval_samples_per_second": 97.439,
      "eval_steps_per_second": 12.277,
      "step": 1024
    },
    {
      "epoch": 2.998535871156662,
      "eval_bleu": 0.24307488023362148,
      "eval_exact_match": 0.016,
      "eval_prefix_exact_match": 0.032,
      "step": 1024
    }
  ],
  "logging_steps": 100,
  "max_steps": 17050,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 50,
  "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": 8.797537312335462e+16,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}