Hugging Face's logo

Holmeister
/
Mistral_AAID_mixed_train_final_2

PEFT
Safetensors
llama-factory
lora
Generated from Trainer
Model card Files Community
Mistral_AAID_mixed_train_final_2
File size: 3,650 Bytes 
8c3524a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.5354864001274109,
  "best_model_checkpoint": "saves/Mistral-7B/lora/train_1/checkpoint-200",
  "epoch": 1.3125512715340442,
  "eval_steps": 200,
  "global_step": 1200,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.21875854525567404,
      "grad_norm": 0.38192033767700195,
      "learning_rate": 0.00029856911617379416,
      "loss": 0.4441,
      "step": 200
    },
    {
      "epoch": 0.21875854525567404,
      "eval_loss": 0.5354864001274109,
      "eval_runtime": 2190.7796,
      "eval_samples_per_second": 21.508,
      "eval_steps_per_second": 0.672,
      "step": 200
    },
    {
      "epoch": 0.4375170905113481,
      "grad_norm": 0.6002383232116699,
      "learning_rate": 0.0002896017519370078,
      "loss": 0.2562,
      "step": 400
    },
    {
      "epoch": 0.4375170905113481,
      "eval_loss": 0.6111302971839905,
      "eval_runtime": 2191.5198,
      "eval_samples_per_second": 21.501,
      "eval_steps_per_second": 0.672,
      "step": 400
    },
    {
      "epoch": 0.6562756357670222,
      "grad_norm": 0.913849949836731,
      "learning_rate": 0.0002728756302319302,
      "loss": 0.1736,
      "step": 600
    },
    {
      "epoch": 0.6562756357670222,
      "eval_loss": 0.7389799356460571,
      "eval_runtime": 2191.6271,
      "eval_samples_per_second": 21.5,
      "eval_steps_per_second": 0.672,
      "step": 600
    },
    {
      "epoch": 0.8750341810226961,
      "grad_norm": 0.9672319293022156,
      "learning_rate": 0.00024932035201194605,
      "loss": 0.0946,
      "step": 800
    },
    {
      "epoch": 0.8750341810226961,
      "eval_loss": 0.8541895151138306,
      "eval_runtime": 2193.7603,
      "eval_samples_per_second": 21.479,
      "eval_steps_per_second": 0.671,
      "step": 800
    },
    {
      "epoch": 1.0937927262783702,
      "grad_norm": 0.8369513750076294,
      "learning_rate": 0.00022024506768721243,
      "loss": 0.0477,
      "step": 1000
    },
    {
      "epoch": 1.0937927262783702,
      "eval_loss": 1.010321021080017,
      "eval_runtime": 2193.5651,
      "eval_samples_per_second": 21.481,
      "eval_steps_per_second": 0.672,
      "step": 1000
    },
    {
      "epoch": 1.3125512715340442,
      "grad_norm": 0.8144668340682983,
      "learning_rate": 0.0001872657174323126,
      "loss": 0.0275,
      "step": 1200
    },
    {
      "epoch": 1.3125512715340442,
      "eval_loss": 1.1369109153747559,
      "eval_runtime": 2191.5102,
      "eval_samples_per_second": 21.501,
      "eval_steps_per_second": 0.672,
      "step": 1200
    },
    {
      "epoch": 1.3125512715340442,
      "step": 1200,
      "total_flos": 2.3027143417496863e+18,
      "train_loss": 0.17396480162938435,
      "train_runtime": 69952.3324,
      "train_samples_per_second": 10.037,
      "train_steps_per_second": 0.039
    }
  ],
  "logging_steps": 200,
  "max_steps": 2742,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 200,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "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": 2.3027143417496863e+18,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}