Hugging Face's logo

Kaustubh12345
/
llama_sequence_classification

PEFT
TensorBoard
Safetensors
Generated from Trainer
Model card Files
xet
Metrics Community
llama_sequence_classification
File size: 2,615 Bytes 
a1088d1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.19839094579219818,
  "best_model_checkpoint": "llama_sequence_classification/checkpoint-412",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 1030,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_loss": 0.22537800669670105,
      "eval_pearson": 0.947674606760879,
      "eval_runtime": 15.5763,
      "eval_samples_per_second": 59.834,
      "eval_steps_per_second": 7.511,
      "step": 206
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.19839094579219818,
      "eval_pearson": 0.9675925115418463,
      "eval_runtime": 15.7578,
      "eval_samples_per_second": 59.145,
      "eval_steps_per_second": 7.425,
      "step": 412
    },
    {
      "epoch": 2.4271844660194173,
      "grad_norm": 1.8121649026870728,
      "learning_rate": 5.145631067961165e-05,
      "loss": 0.3158,
      "step": 500
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.22435146570205688,
      "eval_pearson": 0.9659566264389162,
      "eval_runtime": 15.6441,
      "eval_samples_per_second": 59.575,
      "eval_steps_per_second": 7.479,
      "step": 618
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.34289389848709106,
      "eval_pearson": 0.9622523400900753,
      "eval_runtime": 15.57,
      "eval_samples_per_second": 59.859,
      "eval_steps_per_second": 7.514,
      "step": 824
    },
    {
      "epoch": 4.854368932038835,
      "grad_norm": 0.002268544165417552,
      "learning_rate": 2.912621359223301e-06,
      "loss": 0.0338,
      "step": 1000
    },
    {
      "epoch": 5.0,
      "eval_loss": 0.3283066749572754,
      "eval_pearson": 0.9640273620816536,
      "eval_runtime": 15.3573,
      "eval_samples_per_second": 60.688,
      "eval_steps_per_second": 7.619,
      "step": 1030
    },
    {
      "epoch": 5.0,
      "step": 1030,
      "total_flos": 5.610584124311962e+16,
      "train_loss": 0.1697609151198158,
      "train_runtime": 1118.1223,
      "train_samples_per_second": 29.357,
      "train_steps_per_second": 0.921
    }
  ],
  "logging_steps": 500,
  "max_steps": 1030,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 5.610584124311962e+16,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}