Hugging Face's logo

ShenaoZ
/
0.0_withdpo_4iters_bs256_5102lr_iter_1

Text Generation
Transformers
Safetensors
mistral
alignment-handbook
trl
dpo
Generated from Trainer
conversational
text-generation-inference
Inference Endpoints
Model card Files Community
0.0_withdpo_4iters_bs256_5102lr_iter_1
File size: 3,855 Bytes 
003bfd4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 0.9874476987447699,
  "eval_steps": 500,
  "global_step": 59,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.016736401673640166,
      "grad_norm": 7.772415691005638,
      "learning_rate": 8.333333333333333e-08,
      "logits/chosen": -2.807276487350464,
      "logits/rejected": -2.7759768962860107,
      "logps/chosen": -315.42626953125,
      "logps/rejected": -227.5915985107422,
      "loss": 0.6931,
      "rewards/accuracies": 0.0,
      "rewards/chosen": 0.0,
      "rewards/margins": 0.0,
      "rewards/rejected": 0.0,
      "step": 1
    },
    {
      "epoch": 0.16736401673640167,
      "grad_norm": 7.463806215651064,
      "learning_rate": 4.930057285201027e-07,
      "logits/chosen": -2.7555131912231445,
      "logits/rejected": -2.746166706085205,
      "logps/chosen": -271.9668884277344,
      "logps/rejected": -260.6821594238281,
      "loss": 0.6915,
      "rewards/accuracies": 0.5173611044883728,
      "rewards/chosen": 0.0050306967459619045,
      "rewards/margins": 0.003242988372221589,
      "rewards/rejected": 0.0017877084901556373,
      "step": 10
    },
    {
      "epoch": 0.33472803347280333,
      "grad_norm": 6.7249970911142904,
      "learning_rate": 4.187457503795526e-07,
      "logits/chosen": -2.7868175506591797,
      "logits/rejected": -2.7679882049560547,
      "logps/chosen": -261.43414306640625,
      "logps/rejected": -250.8629150390625,
      "loss": 0.6745,
      "rewards/accuracies": 0.7124999761581421,
      "rewards/chosen": 0.03247567266225815,
      "rewards/margins": 0.04067990183830261,
      "rewards/rejected": -0.008204231038689613,
      "step": 20
    },
    {
      "epoch": 0.502092050209205,
      "grad_norm": 7.390766950490043,
      "learning_rate": 2.8691164100062034e-07,
      "logits/chosen": -2.7876508235931396,
      "logits/rejected": -2.768584966659546,
      "logps/chosen": -293.8196716308594,
      "logps/rejected": -254.1870574951172,
      "loss": 0.6487,
      "rewards/accuracies": 0.6812499761581421,
      "rewards/chosen": -0.023635780438780785,
      "rewards/margins": 0.1266542375087738,
      "rewards/rejected": -0.15028999745845795,
      "step": 30
    },
    {
      "epoch": 0.6694560669456067,
      "grad_norm": 8.096328388494332,
      "learning_rate": 1.4248369943086995e-07,
      "logits/chosen": -2.7604479789733887,
      "logits/rejected": -2.7379133701324463,
      "logps/chosen": -264.1959228515625,
      "logps/rejected": -255.66079711914062,
      "loss": 0.6353,
      "rewards/accuracies": 0.684374988079071,
      "rewards/chosen": -0.11276473850011826,
      "rewards/margins": 0.16073670983314514,
      "rewards/rejected": -0.2735014259815216,
      "step": 40
    },
    {
      "epoch": 0.8368200836820083,
      "grad_norm": 8.569402237485592,
      "learning_rate": 3.473909705816111e-08,
      "logits/chosen": -2.7702622413635254,
      "logits/rejected": -2.7503457069396973,
      "logps/chosen": -279.10943603515625,
      "logps/rejected": -287.271728515625,
      "loss": 0.6201,
      "rewards/accuracies": 0.628125011920929,
      "rewards/chosen": -0.22100774943828583,
      "rewards/margins": 0.13658460974693298,
      "rewards/rejected": -0.3575924038887024,
      "step": 50
    },
    {
      "epoch": 0.9874476987447699,
      "step": 59,
      "total_flos": 0.0,
      "train_loss": 0.6489952216714115,
      "train_runtime": 1643.7514,
      "train_samples_per_second": 9.298,
      "train_steps_per_second": 0.036
    }
  ],
  "logging_steps": 10,
  "max_steps": 59,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 100,
  "total_flos": 0.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}