Hugging Face's logo

Minbyul
/
biomistral-7b-5e-6-wo-kqa_golden-iter-sft-step1_lr

Text Generation
Transformers
Safetensors
mistral
alignment-handbook
trl
sft
Generated from Trainer
conversational
text-generation-inference
Inference Endpoints
Model card Files Community
biomistral-7b-5e-6-wo-kqa_golden-iter-sft-step1_lr
File size: 2,075 Bytes 
09b8a2b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 21,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.14,
      "grad_norm": 10.54248783881401,
      "learning_rate": 1.6666666666666667e-06,
      "loss": 1.7384,
      "step": 1
    },
    {
      "epoch": 0.71,
      "grad_norm": 6.430060136710083,
      "learning_rate": 4.849231551964771e-06,
      "loss": 1.7267,
      "step": 5
    },
    {
      "epoch": 1.0,
      "eval_loss": 1.622734546661377,
      "eval_runtime": 1.5282,
      "eval_samples_per_second": 8.507,
      "eval_steps_per_second": 0.654,
      "step": 7
    },
    {
      "epoch": 1.43,
      "grad_norm": 6.294394428589208,
      "learning_rate": 3.3550503583141726e-06,
      "loss": 1.484,
      "step": 10
    },
    {
      "epoch": 2.0,
      "eval_loss": 1.6291110515594482,
      "eval_runtime": 1.3246,
      "eval_samples_per_second": 9.814,
      "eval_steps_per_second": 0.755,
      "step": 14
    },
    {
      "epoch": 2.14,
      "grad_norm": 6.200852884671378,
      "learning_rate": 1.2500000000000007e-06,
      "loss": 1.2674,
      "step": 15
    },
    {
      "epoch": 2.86,
      "grad_norm": 4.814820729271434,
      "learning_rate": 3.798061746947995e-08,
      "loss": 1.1076,
      "step": 20
    },
    {
      "epoch": 3.0,
      "eval_loss": 1.6497966051101685,
      "eval_runtime": 1.3247,
      "eval_samples_per_second": 9.814,
      "eval_steps_per_second": 0.755,
      "step": 21
    },
    {
      "epoch": 3.0,
      "step": 21,
      "total_flos": 4344627855360.0,
      "train_loss": 1.3771353960037231,
      "train_runtime": 362.2329,
      "train_samples_per_second": 3.619,
      "train_steps_per_second": 0.058
    }
  ],
  "logging_steps": 5,
  "max_steps": 21,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "total_flos": 4344627855360.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}