Hugging Face's logo

Katayoon
/
DPO-ONLY-Zephyr-7B

Text Generation
Transformers
Safetensors
mistral
alignment-handbook
trl
dpo
Generated from Trainer
conversational
text-generation-inference
Inference Endpoints
Model card Files Community
DPO-ONLY-Zephyr-7B
File size: 3,846 Bytes 
00416b6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 7.773524852103462,
      "learning_rate": 8.333333333333333e-08,
      "logits/chosen": -2.944267749786377,
      "logits/rejected": -2.9508228302001953,
      "logps/chosen": -334.3809814453125,
      "logps/rejected": -278.32745361328125,
      "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": 7.455984781222514,
      "learning_rate": 4.930057285201027e-07,
      "logits/chosen": -2.7712457180023193,
      "logits/rejected": -2.757575273513794,
      "logps/chosen": -283.988037109375,
      "logps/rejected": -264.9224853515625,
      "loss": 0.6914,
      "rewards/accuracies": 0.5902777910232544,
      "rewards/chosen": 0.006971749942749739,
      "rewards/margins": 0.005563115235418081,
      "rewards/rejected": 0.001408634358085692,
      "step": 10
    },
    {
      "epoch": 0.33472803347280333,
      "grad_norm": 6.713963977899909,
      "learning_rate": 4.187457503795526e-07,
      "logits/chosen": -2.806164503097534,
      "logits/rejected": -2.775848388671875,
      "logps/chosen": -266.1190490722656,
      "logps/rejected": -247.2109375,
      "loss": 0.6745,
      "rewards/accuracies": 0.6812499761581421,
      "rewards/chosen": 0.02572602964937687,
      "rewards/margins": 0.03478793427348137,
      "rewards/rejected": -0.009061903692781925,
      "step": 20
    },
    {
      "epoch": 0.502092050209205,
      "grad_norm": 7.399465873915044,
      "learning_rate": 2.8691164100062034e-07,
      "logits/chosen": -2.8269295692443848,
      "logits/rejected": -2.7941997051239014,
      "logps/chosen": -317.8218994140625,
      "logps/rejected": -263.57781982421875,
      "loss": 0.6486,
      "rewards/accuracies": 0.706250011920929,
      "rewards/chosen": -0.01709526591002941,
      "rewards/margins": 0.13319885730743408,
      "rewards/rejected": -0.15029413998126984,
      "step": 30
    },
    {
      "epoch": 0.6694560669456067,
      "grad_norm": 8.176633194787062,
      "learning_rate": 1.4248369943086995e-07,
      "logits/chosen": -2.807521343231201,
      "logits/rejected": -2.792980670928955,
      "logps/chosen": -263.8292541503906,
      "logps/rejected": -256.5360412597656,
      "loss": 0.6354,
      "rewards/accuracies": 0.6499999761581421,
      "rewards/chosen": -0.13311174511909485,
      "rewards/margins": 0.14099790155887604,
      "rewards/rejected": -0.2741096615791321,
      "step": 40
    },
    {
      "epoch": 0.8368200836820083,
      "grad_norm": 8.613420602924664,
      "learning_rate": 3.473909705816111e-08,
      "logits/chosen": -2.7687416076660156,
      "logits/rejected": -2.7322001457214355,
      "logps/chosen": -278.05157470703125,
      "logps/rejected": -263.0083312988281,
      "loss": 0.6201,
      "rewards/accuracies": 0.6187499761581421,
      "rewards/chosen": -0.1905030906200409,
      "rewards/margins": 0.12117175757884979,
      "rewards/rejected": -0.3116748332977295,
      "step": 50
    },
    {
      "epoch": 0.9874476987447699,
      "step": 59,
      "total_flos": 0.0,
      "train_loss": 0.6464958999116542,
      "train_runtime": 1059.0582,
      "train_samples_per_second": 14.431,
      "train_steps_per_second": 0.056
    }
  ],
  "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": 4,
  "trial_name": null,
  "trial_params": null
}