Hugging Face's logo

vdpappu
/
lora_scienceqa

Question Answering
PEFT
Safetensors
English
Model card Files
xet
Community
lora_scienceqa
File size: 2,422 Bytes 
2c2b2d4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 5.882352941176471,
  "eval_steps": 500,
  "global_step": 300,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.5882352941176471,
      "grad_norm": 0.39919430017471313,
      "learning_rate": 2.5e-05,
      "loss": 1.4153,
      "step": 30
    },
    {
      "epoch": 1.1764705882352942,
      "grad_norm": 0.6906107664108276,
      "learning_rate": 5e-05,
      "loss": 1.3019,
      "step": 60
    },
    {
      "epoch": 1.7647058823529411,
      "grad_norm": 0.7136546969413757,
      "learning_rate": 4.8096988312782174e-05,
      "loss": 1.0532,
      "step": 90
    },
    {
      "epoch": 2.3529411764705883,
      "grad_norm": 0.979485034942627,
      "learning_rate": 4.267766952966369e-05,
      "loss": 0.7964,
      "step": 120
    },
    {
      "epoch": 2.9411764705882355,
      "grad_norm": 1.1987406015396118,
      "learning_rate": 3.456708580912725e-05,
      "loss": 0.5561,
      "step": 150
    },
    {
      "epoch": 3.5294117647058822,
      "grad_norm": 1.4430248737335205,
      "learning_rate": 2.5e-05,
      "loss": 0.3678,
      "step": 180
    },
    {
      "epoch": 4.117647058823529,
      "grad_norm": 1.415720820426941,
      "learning_rate": 1.5432914190872757e-05,
      "loss": 0.3576,
      "step": 210
    },
    {
      "epoch": 4.705882352941177,
      "grad_norm": 0.9879446625709534,
      "learning_rate": 7.3223304703363135e-06,
      "loss": 0.3174,
      "step": 240
    },
    {
      "epoch": 5.294117647058823,
      "grad_norm": 1.1644922494888306,
      "learning_rate": 1.9030116872178316e-06,
      "loss": 0.2657,
      "step": 270
    },
    {
      "epoch": 5.882352941176471,
      "grad_norm": 1.1767199039459229,
      "learning_rate": 0.0,
      "loss": 0.2573,
      "step": 300
    }
  ],
  "logging_steps": 30,
  "max_steps": 300,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "save_steps": 50,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.1298211097321472e+16,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}