Hugging Face's logo

Holmeister
/
Gemma_ei_oc_unstructured_train_5e-5

PEFT
Safetensors
llama-factory
lora
Generated from Trainer
Model card Files Community
Gemma_ei_oc_unstructured_train_5e-5
File size: 4,382 Bytes 
10c66af
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
 
{
  "best_metric": 0.13966971635818481,
  "best_model_checkpoint": "saves/Gemma-7B/lora/train_1/checkpoint-50",
  "epoch": 2.8828828828828827,
  "eval_steps": 10,
  "global_step": 80,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.36036036036036034,
      "grad_norm": 12.859936714172363,
      "learning_rate": 4.814309923172227e-05,
      "loss": 6.4386,
      "step": 10
    },
    {
      "epoch": 0.36036036036036034,
      "eval_loss": 0.7805296778678894,
      "eval_runtime": 58.0357,
      "eval_samples_per_second": 25.226,
      "eval_steps_per_second": 3.153,
      "step": 10
    },
    {
      "epoch": 0.7207207207207207,
      "grad_norm": 2.831813335418701,
      "learning_rate": 4.2848243363947484e-05,
      "loss": 0.2931,
      "step": 20
    },
    {
      "epoch": 0.7207207207207207,
      "eval_loss": 0.14660023152828217,
      "eval_runtime": 58.018,
      "eval_samples_per_second": 25.234,
      "eval_steps_per_second": 3.154,
      "step": 20
    },
    {
      "epoch": 1.0810810810810811,
      "grad_norm": 0.9679704308509827,
      "learning_rate": 3.490199415097892e-05,
      "loss": 0.1433,
      "step": 30
    },
    {
      "epoch": 1.0810810810810811,
      "eval_loss": 0.142491415143013,
      "eval_runtime": 58.0956,
      "eval_samples_per_second": 25.2,
      "eval_steps_per_second": 3.15,
      "step": 30
    },
    {
      "epoch": 1.4414414414414414,
      "grad_norm": 0.43013083934783936,
      "learning_rate": 2.548478329429561e-05,
      "loss": 0.1384,
      "step": 40
    },
    {
      "epoch": 1.4414414414414414,
      "eval_loss": 0.14014391601085663,
      "eval_runtime": 58.0161,
      "eval_samples_per_second": 25.234,
      "eval_steps_per_second": 3.154,
      "step": 40
    },
    {
      "epoch": 1.8018018018018018,
      "grad_norm": 0.21392107009887695,
      "learning_rate": 1.5995556879882246e-05,
      "loss": 0.137,
      "step": 50
    },
    {
      "epoch": 1.8018018018018018,
      "eval_loss": 0.13966971635818481,
      "eval_runtime": 58.0599,
      "eval_samples_per_second": 25.215,
      "eval_steps_per_second": 3.152,
      "step": 50
    },
    {
      "epoch": 2.1621621621621623,
      "grad_norm": 0.3341553211212158,
      "learning_rate": 7.843959053281663e-06,
      "loss": 0.1392,
      "step": 60
    },
    {
      "epoch": 2.1621621621621623,
      "eval_loss": 0.14178413152694702,
      "eval_runtime": 58.0557,
      "eval_samples_per_second": 25.217,
      "eval_steps_per_second": 3.152,
      "step": 60
    },
    {
      "epoch": 2.5225225225225225,
      "grad_norm": 0.27669599652290344,
      "learning_rate": 2.2409264758463363e-06,
      "loss": 0.1357,
      "step": 70
    },
    {
      "epoch": 2.5225225225225225,
      "eval_loss": 0.14104121923446655,
      "eval_runtime": 57.9995,
      "eval_samples_per_second": 25.242,
      "eval_steps_per_second": 3.155,
      "step": 70
    },
    {
      "epoch": 2.8828828828828827,
      "grad_norm": 0.3385619521141052,
      "learning_rate": 1.8801187394248965e-08,
      "loss": 0.1351,
      "step": 80
    },
    {
      "epoch": 2.8828828828828827,
      "eval_loss": 0.1403447389602661,
      "eval_runtime": 58.0503,
      "eval_samples_per_second": 25.22,
      "eval_steps_per_second": 3.152,
      "step": 80
    },
    {
      "epoch": 2.8828828828828827,
      "step": 80,
      "total_flos": 1.1914609852317696e+17,
      "train_loss": 0.945058161020279,
      "train_runtime": 2744.9763,
      "train_samples_per_second": 7.762,
      "train_steps_per_second": 0.03
    }
  ],
  "logging_steps": 10,
  "max_steps": 81,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 10,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 3,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.1914609852317696e+17,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}