Hugging Face's logo

rakhman-llm
/
text-to-code-python-codet5-base-xlcost

Safetensors
English
t5
code
Model card Files
xet
Community
1
text-to-code-python-codet5-base-xlcost
File size: 3,253 Bytes 
0bedf29
 
 
a184528
0bedf29
a184528
0bedf29
 
 
 
 
 
 
 
 
 
ce26961
 
 
 
 
 
 
23e223e
 
 
 
 
 
 
b91ab65
 
 
 
 
 
 
7971b82
 
 
 
a184528
 
 
7971b82
 
 
 
 
 
 
 
0310648
 
 
 
 
 
 
b03d824
 
 
 
 
 
 
84251f4
 
 
 
 
 
 
939d39c
 
 
 
 
 
 
c69fadc
 
 
 
a184528
 
 
c69fadc
 
 
 
 
 
 
 
98bde4b
 
 
 
 
 
 
a184528
 
 
 
 
 
 
0bedf29
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
a184528
0bedf29
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.5906735751295336,
  "eval_steps": 500,
  "global_step": 6000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.2158894645941278,
      "grad_norm": 1.0430593490600586,
      "learning_rate": 1.856649395509499e-05,
      "loss": 0.8043,
      "step": 500
    },
    {
      "epoch": 0.4317789291882556,
      "grad_norm": 0.8806478977203369,
      "learning_rate": 1.7127230857800806e-05,
      "loss": 0.4945,
      "step": 1000
    },
    {
      "epoch": 0.6476683937823834,
      "grad_norm": 0.49951252341270447,
      "learning_rate": 1.568796776050662e-05,
      "loss": 0.4456,
      "step": 1500
    },
    {
      "epoch": 0.8635578583765112,
      "grad_norm": 0.8921486139297485,
      "learning_rate": 1.4248704663212436e-05,
      "loss": 0.4194,
      "step": 2000
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.33670297265052795,
      "eval_runtime": 28.2248,
      "eval_samples_per_second": 16.723,
      "eval_steps_per_second": 4.181,
      "step": 2316
    },
    {
      "epoch": 1.079447322970639,
      "grad_norm": 3.1095924377441406,
      "learning_rate": 1.280944156591825e-05,
      "loss": 0.4036,
      "step": 2500
    },
    {
      "epoch": 1.2953367875647668,
      "grad_norm": 1.0692085027694702,
      "learning_rate": 1.1370178468624064e-05,
      "loss": 0.3879,
      "step": 3000
    },
    {
      "epoch": 1.5112262521588946,
      "grad_norm": 0.9439179301261902,
      "learning_rate": 9.93091537132988e-06,
      "loss": 0.3728,
      "step": 3500
    },
    {
      "epoch": 1.7271157167530224,
      "grad_norm": 0.9635007381439209,
      "learning_rate": 8.491652274035695e-06,
      "loss": 0.3675,
      "step": 4000
    },
    {
      "epoch": 1.9430051813471503,
      "grad_norm": 1.1892434358596802,
      "learning_rate": 7.052389176741509e-06,
      "loss": 0.362,
      "step": 4500
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.3095574975013733,
      "eval_runtime": 28.2419,
      "eval_samples_per_second": 16.713,
      "eval_steps_per_second": 4.178,
      "step": 4632
    },
    {
      "epoch": 2.158894645941278,
      "grad_norm": 0.6397312879562378,
      "learning_rate": 5.613126079447323e-06,
      "loss": 0.3467,
      "step": 5000
    },
    {
      "epoch": 2.3747841105354057,
      "grad_norm": 0.6125323176383972,
      "learning_rate": 4.173862982153138e-06,
      "loss": 0.3513,
      "step": 5500
    },
    {
      "epoch": 2.5906735751295336,
      "grad_norm": 0.5765931606292725,
      "learning_rate": 2.734599884858952e-06,
      "loss": 0.3428,
      "step": 6000
    }
  ],
  "logging_steps": 500,
  "max_steps": 6948,
  "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": 1.461377145765888e+16,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}