Hugging Face's logo

Mark-Arcee
/
zilo-instruct-v2-sft-filtered

Text Generation
Transformers
TensorBoard
Safetensors
mistral
alignment-handbook
trl
sft
Generated from Trainer
conversational
text-generation-inference
Inference Endpoints
Model card Files Metrics Community
zilo-instruct-v2-sft-filtered
File size: 3,196 Bytes 
8a8386c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 45,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.06666666666666667,
      "grad_norm": 98.21532030503785,
      "learning_rate": 4.000000000000001e-06,
      "loss": 1.8595,
      "step": 1
    },
    {
      "epoch": 0.3333333333333333,
      "grad_norm": 30.800740243895696,
      "learning_rate": 2e-05,
      "loss": 1.3856,
      "step": 5
    },
    {
      "epoch": 0.6666666666666666,
      "grad_norm": 15.616799282095581,
      "learning_rate": 1.9238795325112867e-05,
      "loss": 0.8256,
      "step": 10
    },
    {
      "epoch": 1.0,
      "grad_norm": 4.893885987624207,
      "learning_rate": 1.7071067811865477e-05,
      "loss": 0.612,
      "step": 15
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.566252589225769,
      "eval_runtime": 4.2539,
      "eval_samples_per_second": 46.78,
      "eval_steps_per_second": 0.94,
      "step": 15
    },
    {
      "epoch": 1.3333333333333333,
      "grad_norm": 3.3286961705391014,
      "learning_rate": 1.3826834323650899e-05,
      "loss": 0.5009,
      "step": 20
    },
    {
      "epoch": 1.6666666666666665,
      "grad_norm": 1.3920639558462544,
      "learning_rate": 1e-05,
      "loss": 0.4407,
      "step": 25
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.3655223364170395,
      "learning_rate": 6.173165676349103e-06,
      "loss": 0.4089,
      "step": 30
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.429166316986084,
      "eval_runtime": 4.1164,
      "eval_samples_per_second": 48.343,
      "eval_steps_per_second": 0.972,
      "step": 30
    },
    {
      "epoch": 2.3333333333333335,
      "grad_norm": 1.2577240969960297,
      "learning_rate": 2.9289321881345257e-06,
      "loss": 0.3299,
      "step": 35
    },
    {
      "epoch": 2.6666666666666665,
      "grad_norm": 0.9884829876056015,
      "learning_rate": 7.612046748871327e-07,
      "loss": 0.3136,
      "step": 40
    },
    {
      "epoch": 3.0,
      "grad_norm": 1.4077416282701332,
      "learning_rate": 0.0,
      "loss": 0.3032,
      "step": 45
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.4109707474708557,
      "eval_runtime": 4.1074,
      "eval_samples_per_second": 48.449,
      "eval_steps_per_second": 0.974,
      "step": 45
    },
    {
      "epoch": 3.0,
      "step": 45,
      "total_flos": 18844169011200.0,
      "train_loss": 0.5794603930579292,
      "train_runtime": 365.3228,
      "train_samples_per_second": 14.765,
      "train_steps_per_second": 0.123
    }
  ],
  "logging_steps": 5,
  "max_steps": 45,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": false,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 18844169011200.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}