Hugging Face's logo

AmelieSchreiber
/
esm2_t12_35M_qlora_binding_2600K_cp1

Model card Files Community
esm2_t12_35M_qlora_binding_2600K_cp1
File size: 4,093 Bytes 
c4a7b07
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
 
{
  "best_metric": 0.3440490710592986,
  "best_model_checkpoint": "esm2_t12_35M_qlora_binding_sites_2023-09-30_06-27-21/checkpoint-5289",
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 5289,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.04,
      "learning_rate": 0.0003700117150420716,
      "loss": 0.4265,
      "step": 200
    },
    {
      "epoch": 0.08,
      "learning_rate": 0.0003695766709151845,
      "loss": 0.2446,
      "step": 400
    },
    {
      "epoch": 0.11,
      "learning_rate": 0.00036885235529645174,
      "loss": 0.1964,
      "step": 600
    },
    {
      "epoch": 0.15,
      "learning_rate": 0.00036783990382720894,
      "loss": 0.1714,
      "step": 800
    },
    {
      "epoch": 0.19,
      "learning_rate": 0.000366540903911771,
      "loss": 0.1556,
      "step": 1000
    },
    {
      "epoch": 0.23,
      "learning_rate": 0.00036495739222857005,
      "loss": 0.1454,
      "step": 1200
    },
    {
      "epoch": 0.26,
      "learning_rate": 0.00036309185153688393,
      "loss": 0.1387,
      "step": 1400
    },
    {
      "epoch": 0.3,
      "learning_rate": 0.0003609472067841633,
      "loss": 0.133,
      "step": 1600
    },
    {
      "epoch": 0.34,
      "learning_rate": 0.0003585268205200591,
      "loss": 0.1289,
      "step": 1800
    },
    {
      "epoch": 0.38,
      "learning_rate": 0.0003558344876243421,
      "loss": 0.1228,
      "step": 2000
    },
    {
      "epoch": 0.42,
      "learning_rate": 0.0003528744293569798,
      "loss": 0.1208,
      "step": 2200
    },
    {
      "epoch": 0.45,
      "learning_rate": 0.00034965128673969907,
      "loss": 0.1167,
      "step": 2400
    },
    {
      "epoch": 0.49,
      "learning_rate": 0.0003461701132794125,
      "loss": 0.1131,
      "step": 2600
    },
    {
      "epoch": 0.53,
      "learning_rate": 0.0003424363670449164,
      "loss": 0.1113,
      "step": 2800
    },
    {
      "epoch": 0.57,
      "learning_rate": 0.00033845590210928363,
      "loss": 0.1088,
      "step": 3000
    },
    {
      "epoch": 0.61,
      "learning_rate": 0.00033423495937136847,
      "loss": 0.1081,
      "step": 3200
    },
    {
      "epoch": 0.64,
      "learning_rate": 0.00032978015677081454,
      "loss": 0.1054,
      "step": 3400
    },
    {
      "epoch": 0.68,
      "learning_rate": 0.00032509847891190683,
      "loss": 0.1029,
      "step": 3600
    },
    {
      "epoch": 0.72,
      "learning_rate": 0.0003201972661125376,
      "loss": 0.102,
      "step": 3800
    },
    {
      "epoch": 0.76,
      "learning_rate": 0.0003150842028954544,
      "loss": 0.0999,
      "step": 4000
    },
    {
      "epoch": 0.79,
      "learning_rate": 0.0003097673059398367,
      "loss": 0.098,
      "step": 4200
    },
    {
      "epoch": 0.83,
      "learning_rate": 0.00030425491151208934,
      "loss": 0.0972,
      "step": 4400
    },
    {
      "epoch": 0.87,
      "learning_rate": 0.00029855566239556173,
      "loss": 0.0968,
      "step": 4600
    },
    {
      "epoch": 0.91,
      "learning_rate": 0.0002926784943396845,
      "loss": 0.0947,
      "step": 4800
    },
    {
      "epoch": 0.95,
      "learning_rate": 0.00028663262204976965,
      "loss": 0.0933,
      "step": 5000
    },
    {
      "epoch": 0.98,
      "learning_rate": 0.00028042752473944106,
      "loss": 0.094,
      "step": 5200
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9297529150299436,
      "eval_auc": 0.8167222019799886,
      "eval_f1": 0.3440490710592986,
      "eval_loss": 0.6011912822723389,
      "eval_mcc": 0.3730152153022164,
      "eval_precision": 0.22835223718675476,
      "eval_recall": 0.697386656717114,
      "eval_runtime": 3756.1015,
      "eval_samples_per_second": 144.201,
      "eval_steps_per_second": 0.687,
      "step": 5289
    }
  ],
  "logging_steps": 200,
  "max_steps": 15867,
  "num_train_epochs": 3,
  "save_steps": 500,
  "total_flos": 4.006517704836067e+17,
  "trial_name": null,
  "trial_params": null
}