Hugging Face's logo

llama-duo
/
gemma2b-summarize-gemini1_5flash-1k

PEFT
TensorBoard
Safetensors
gemma
alignment-handbook
trl
sft
Generated from Trainer
4-bit precision
bitsandbytes
Model card Files Metrics Community
gemma2b-summarize-gemini1_5flash-1k
File size: 3,381 Bytes 
210a39c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 10.0,
  "eval_steps": 500,
  "global_step": 20,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.5,
      "grad_norm": 2.015625,
      "learning_rate": 0.0001,
      "loss": 2.9957,
      "step": 1
    },
    {
      "epoch": 1.0,
      "eval_loss": 3.1984338760375977,
      "eval_runtime": 0.465,
      "eval_samples_per_second": 21.504,
      "eval_steps_per_second": 2.15,
      "step": 2
    },
    {
      "epoch": 2.0,
      "eval_loss": 3.0672874450683594,
      "eval_runtime": 0.4711,
      "eval_samples_per_second": 21.225,
      "eval_steps_per_second": 2.122,
      "step": 4
    },
    {
      "epoch": 2.5,
      "grad_norm": 2.140625,
      "learning_rate": 0.00018660254037844388,
      "loss": 2.8525,
      "step": 5
    },
    {
      "epoch": 3.0,
      "eval_loss": 2.9477875232696533,
      "eval_runtime": 0.4781,
      "eval_samples_per_second": 20.915,
      "eval_steps_per_second": 2.091,
      "step": 6
    },
    {
      "epoch": 4.0,
      "eval_loss": 2.8806045055389404,
      "eval_runtime": 0.4817,
      "eval_samples_per_second": 20.76,
      "eval_steps_per_second": 2.076,
      "step": 8
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.2734375,
      "learning_rate": 0.00011736481776669306,
      "loss": 2.3323,
      "step": 10
    },
    {
      "epoch": 5.0,
      "eval_loss": 2.83823823928833,
      "eval_runtime": 0.4837,
      "eval_samples_per_second": 20.676,
      "eval_steps_per_second": 2.068,
      "step": 10
    },
    {
      "epoch": 6.0,
      "eval_loss": 2.8050312995910645,
      "eval_runtime": 0.4968,
      "eval_samples_per_second": 20.128,
      "eval_steps_per_second": 2.013,
      "step": 12
    },
    {
      "epoch": 7.0,
      "eval_loss": 2.7636163234710693,
      "eval_runtime": 0.5049,
      "eval_samples_per_second": 19.805,
      "eval_steps_per_second": 1.98,
      "step": 14
    },
    {
      "epoch": 7.5,
      "grad_norm": 1.125,
      "learning_rate": 3.5721239031346066e-05,
      "loss": 2.0887,
      "step": 15
    },
    {
      "epoch": 8.0,
      "eval_loss": 2.7495064735412598,
      "eval_runtime": 0.5092,
      "eval_samples_per_second": 19.638,
      "eval_steps_per_second": 1.964,
      "step": 16
    },
    {
      "epoch": 9.0,
      "eval_loss": 2.743269681930542,
      "eval_runtime": 0.5168,
      "eval_samples_per_second": 19.35,
      "eval_steps_per_second": 1.935,
      "step": 18
    },
    {
      "epoch": 10.0,
      "grad_norm": 0.9375,
      "learning_rate": 0.0,
      "loss": 1.9997,
      "step": 20
    },
    {
      "epoch": 10.0,
      "eval_loss": 2.742553472518921,
      "eval_runtime": 0.5167,
      "eval_samples_per_second": 19.353,
      "eval_steps_per_second": 1.935,
      "step": 20
    },
    {
      "epoch": 10.0,
      "step": 20,
      "total_flos": 1.56632893882368e+16,
      "train_loss": 2.325469994544983,
      "train_runtime": 70.3098,
      "train_samples_per_second": 14.792,
      "train_steps_per_second": 0.284
    }
  ],
  "logging_steps": 5,
  "max_steps": 20,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 100,
  "total_flos": 1.56632893882368e+16,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}