Hugging Face's logo

fgaim
/
tielectra-small-pos

Token Classification
Transformers
PyTorch
Tigrinya
electra
Eval Results
Inference Endpoints
Model card Files Community
Fitsum Gaim commited on
Commit
32a41e1
•
1 Parent(s): 2376b2e

Cleanup

Browse files
Files changed (4) hide show
  1. all_results.json +0 -185
  2. eval_results.json +0 -92
  3. train_results.json +0 -8
  4. trainer_state.json +0 -79
all_results.json DELETED
@@ -1,185 +0,0 @@
1
- {
2
- "epoch": 10.0,
3
- "eval_ADJ_f1": 0.9169653524492233,
4
- "eval_ADJ_number": 1670,
5
- "eval_ADJ_precision": 0.9147794994040525,
6
- "eval_ADJ_recall": 0.9191616766467066,
7
- "eval_ADV_f1": 0.8141962421711899,
8
- "eval_ADV_number": 484,
9
- "eval_ADV_precision": 0.8227848101265823,
10
- "eval_ADV_recall": 0.8057851239669421,
11
- "eval_CON_f1": 0.9767921609076844,
12
- "eval_CON_number": 972,
13
- "eval_CON_precision": 0.9793174767321613,
14
- "eval_CON_recall": 0.9742798353909465,
15
- "eval_FW_f1": 0.391304347826087,
16
- "eval_FW_number": 28,
17
- "eval_FW_precision": 0.5,
18
- "eval_FW_recall": 0.32142857142857145,
19
- "eval_INT_f1": 0.6274509803921569,
20
- "eval_INT_number": 26,
21
- "eval_INT_precision": 0.64,
22
- "eval_INT_recall": 0.6153846153846154,
23
- "eval_NUM_f1": 0.9593147751605996,
24
- "eval_NUM_number": 239,
25
- "eval_NUM_precision": 0.9824561403508771,
26
- "eval_NUM_recall": 0.9372384937238494,
27
- "eval_N_PRP_f1": 0.9266247379454925,
28
- "eval_N_PRP_number": 470,
29
- "eval_N_PRP_precision": 0.9132231404958677,
30
- "eval_N_PRP_recall": 0.9404255319148936,
31
- "eval_N_V_f1": 0.9712918660287081,
32
- "eval_N_V_number": 416,
33
- "eval_N_V_precision": 0.9666666666666667,
34
- "eval_N_V_recall": 0.9759615384615384,
35
- "eval_N_f1": 0.9555555555555555,
36
- "eval_N_number": 3992,
37
- "eval_N_precision": 0.952463912394226,
38
- "eval_N_recall": 0.9586673346693386,
39
- "eval_PRE_f1": 0.9618573797678275,
40
- "eval_PRE_number": 907,
41
- "eval_PRE_precision": 0.9645232815964523,
42
- "eval_PRE_recall": 0.9592061742006616,
43
- "eval_PRO_f1": 0.9234285714285715,
44
- "eval_PRO_number": 445,
45
- "eval_PRO_precision": 0.9395348837209302,
46
- "eval_PRO_recall": 0.9078651685393259,
47
- "eval_PUN_f1": 0.9996887643946467,
48
- "eval_PUN_number": 1607,
49
- "eval_PUN_precision": 1.0,
50
- "eval_PUN_recall": 0.9993777224642191,
51
- "eval_UNC_f1": 0.8666666666666666,
52
- "eval_UNC_number": 16,
53
- "eval_UNC_precision": 0.9285714285714286,
54
- "eval_UNC_recall": 0.8125,
55
- "eval_V_AUX_f1": 0.9682299546142209,
56
- "eval_V_AUX_number": 654,
57
- "eval_V_AUX_precision": 0.9580838323353293,
58
- "eval_V_AUX_recall": 0.9785932721712538,
59
- "eval_V_GER_f1": 0.9297401347449471,
60
- "eval_V_GER_number": 513,
61
- "eval_V_GER_precision": 0.9182509505703422,
62
- "eval_V_GER_recall": 0.9415204678362573,
63
- "eval_V_IMF_f1": 0.9457534246575342,
64
- "eval_V_IMF_number": 914,
65
- "eval_V_IMF_precision": 0.9473106476399561,
66
- "eval_V_IMF_recall": 0.9442013129102844,
67
- "eval_V_IMV_f1": 0.6722689075630252,
68
- "eval_V_IMV_number": 70,
69
- "eval_V_IMV_precision": 0.8163265306122449,
70
- "eval_V_IMV_recall": 0.5714285714285714,
71
- "eval_V_PRF_f1": 0.8850771869639794,
72
- "eval_V_PRF_number": 294,
73
- "eval_V_PRF_precision": 0.8927335640138409,
74
- "eval_V_PRF_recall": 0.8775510204081632,
75
- "eval_V_REL_f1": 0.9509933774834437,
76
- "eval_V_REL_number": 757,
77
- "eval_V_REL_precision": 0.953519256308101,
78
- "eval_V_REL_recall": 0.9484808454425363,
79
- "eval_V_f1": 0.8235294117647058,
80
- "eval_V_number": 78,
81
- "eval_V_precision": 0.7608695652173914,
82
- "eval_V_recall": 0.8974358974358975,
83
- "eval_loss": 0.2235540896654129,
84
- "eval_overall_accuracy": 0.9456432105552501,
85
- "eval_overall_f1": 0.9456432105552501,
86
- "eval_overall_precision": 0.9456432105552501,
87
- "eval_overall_recall": 0.9456432105552501,
88
- "eval_runtime": 1.4423,
89
- "eval_samples": 929,
90
- "eval_samples_per_second": 644.111,
91
- "eval_steps_per_second": 20.8,
92
- "predict_ADJ_f1": 0.9169653524492233,
93
- "predict_ADJ_number": 1670,
94
- "predict_ADJ_precision": 0.9147794994040525,
95
- "predict_ADJ_recall": 0.9191616766467066,
96
- "predict_ADV_f1": 0.8141962421711899,
97
- "predict_ADV_number": 484,
98
- "predict_ADV_precision": 0.8227848101265823,
99
- "predict_ADV_recall": 0.8057851239669421,
100
- "predict_CON_f1": 0.9767921609076844,
101
- "predict_CON_number": 972,
102
- "predict_CON_precision": 0.9793174767321613,
103
- "predict_CON_recall": 0.9742798353909465,
104
- "predict_FW_f1": 0.391304347826087,
105
- "predict_FW_number": 28,
106
- "predict_FW_precision": 0.5,
107
- "predict_FW_recall": 0.32142857142857145,
108
- "predict_INT_f1": 0.6274509803921569,
109
- "predict_INT_number": 26,
110
- "predict_INT_precision": 0.64,
111
- "predict_INT_recall": 0.6153846153846154,
112
- "predict_NUM_f1": 0.9593147751605996,
113
- "predict_NUM_number": 239,
114
- "predict_NUM_precision": 0.9824561403508771,
115
- "predict_NUM_recall": 0.9372384937238494,
116
- "predict_N_PRP_f1": 0.9266247379454925,
117
- "predict_N_PRP_number": 470,
118
- "predict_N_PRP_precision": 0.9132231404958677,
119
- "predict_N_PRP_recall": 0.9404255319148936,
120
- "predict_N_V_f1": 0.9712918660287081,
121
- "predict_N_V_number": 416,
122
- "predict_N_V_precision": 0.9666666666666667,
123
- "predict_N_V_recall": 0.9759615384615384,
124
- "predict_N_f1": 0.9555555555555555,
125
- "predict_N_number": 3992,
126
- "predict_N_precision": 0.952463912394226,
127
- "predict_N_recall": 0.9586673346693386,
128
- "predict_PRE_f1": 0.9618573797678275,
129
- "predict_PRE_number": 907,
130
- "predict_PRE_precision": 0.9645232815964523,
131
- "predict_PRE_recall": 0.9592061742006616,
132
- "predict_PRO_f1": 0.9234285714285715,
133
- "predict_PRO_number": 445,
134
- "predict_PRO_precision": 0.9395348837209302,
135
- "predict_PRO_recall": 0.9078651685393259,
136
- "predict_PUN_f1": 0.9996887643946467,
137
- "predict_PUN_number": 1607,
138
- "predict_PUN_precision": 1.0,
139
- "predict_PUN_recall": 0.9993777224642191,
140
- "predict_UNC_f1": 0.8666666666666666,
141
- "predict_UNC_number": 16,
142
- "predict_UNC_precision": 0.9285714285714286,
143
- "predict_UNC_recall": 0.8125,
144
- "predict_V_AUX_f1": 0.9682299546142209,
145
- "predict_V_AUX_number": 654,
146
- "predict_V_AUX_precision": 0.9580838323353293,
147
- "predict_V_AUX_recall": 0.9785932721712538,
148
- "predict_V_GER_f1": 0.9297401347449471,
149
- "predict_V_GER_number": 513,
150
- "predict_V_GER_precision": 0.9182509505703422,
151
- "predict_V_GER_recall": 0.9415204678362573,
152
- "predict_V_IMF_f1": 0.9457534246575342,
153
- "predict_V_IMF_number": 914,
154
- "predict_V_IMF_precision": 0.9473106476399561,
155
- "predict_V_IMF_recall": 0.9442013129102844,
156
- "predict_V_IMV_f1": 0.6722689075630252,
157
- "predict_V_IMV_number": 70,
158
- "predict_V_IMV_precision": 0.8163265306122449,
159
- "predict_V_IMV_recall": 0.5714285714285714,
160
- "predict_V_PRF_f1": 0.8850771869639794,
161
- "predict_V_PRF_number": 294,
162
- "predict_V_PRF_precision": 0.8927335640138409,
163
- "predict_V_PRF_recall": 0.8775510204081632,
164
- "predict_V_REL_f1": 0.9509933774834437,
165
- "predict_V_REL_number": 757,
166
- "predict_V_REL_precision": 0.953519256308101,
167
- "predict_V_REL_recall": 0.9484808454425363,
168
- "predict_V_f1": 0.8235294117647058,
169
- "predict_V_number": 78,
170
- "predict_V_precision": 0.7608695652173914,
171
- "predict_V_recall": 0.8974358974358975,
172
- "predict_loss": 0.2235540896654129,
173
- "predict_overall_accuracy": 0.9456432105552501,
174
- "predict_overall_f1": 0.9456432105552501,
175
- "predict_overall_precision": 0.9456432105552501,
176
- "predict_overall_recall": 0.9456432105552501,
177
- "predict_runtime": 1.4381,
178
- "predict_samples_per_second": 646.006,
179
- "predict_steps_per_second": 20.861,
180
- "train_loss": 0.22427331874896952,
181
- "train_runtime": 265.921,
182
- "train_samples": 3691,
183
- "train_samples_per_second": 138.801,
184
- "train_steps_per_second": 17.374
185
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
eval_results.json DELETED
@@ -1,92 +0,0 @@
1
- {
2
- "epoch": 10.0,
3
- "eval_ADJ_f1": 0.9169653524492233,
4
- "eval_ADJ_number": 1670,
5
- "eval_ADJ_precision": 0.9147794994040525,
6
- "eval_ADJ_recall": 0.9191616766467066,
7
- "eval_ADV_f1": 0.8141962421711899,
8
- "eval_ADV_number": 484,
9
- "eval_ADV_precision": 0.8227848101265823,
10
- "eval_ADV_recall": 0.8057851239669421,
11
- "eval_CON_f1": 0.9767921609076844,
12
- "eval_CON_number": 972,
13
- "eval_CON_precision": 0.9793174767321613,
14
- "eval_CON_recall": 0.9742798353909465,
15
- "eval_FW_f1": 0.391304347826087,
16
- "eval_FW_number": 28,
17
- "eval_FW_precision": 0.5,
18
- "eval_FW_recall": 0.32142857142857145,
19
- "eval_INT_f1": 0.6274509803921569,
20
- "eval_INT_number": 26,
21
- "eval_INT_precision": 0.64,
22
- "eval_INT_recall": 0.6153846153846154,
23
- "eval_NUM_f1": 0.9593147751605996,
24
- "eval_NUM_number": 239,
25
- "eval_NUM_precision": 0.9824561403508771,
26
- "eval_NUM_recall": 0.9372384937238494,
27
- "eval_N_PRP_f1": 0.9266247379454925,
28
- "eval_N_PRP_number": 470,
29
- "eval_N_PRP_precision": 0.9132231404958677,
30
- "eval_N_PRP_recall": 0.9404255319148936,
31
- "eval_N_V_f1": 0.9712918660287081,
32
- "eval_N_V_number": 416,
33
- "eval_N_V_precision": 0.9666666666666667,
34
- "eval_N_V_recall": 0.9759615384615384,
35
- "eval_N_f1": 0.9555555555555555,
36
- "eval_N_number": 3992,
37
- "eval_N_precision": 0.952463912394226,
38
- "eval_N_recall": 0.9586673346693386,
39
- "eval_PRE_f1": 0.9618573797678275,
40
- "eval_PRE_number": 907,
41
- "eval_PRE_precision": 0.9645232815964523,
42
- "eval_PRE_recall": 0.9592061742006616,
43
- "eval_PRO_f1": 0.9234285714285715,
44
- "eval_PRO_number": 445,
45
- "eval_PRO_precision": 0.9395348837209302,
46
- "eval_PRO_recall": 0.9078651685393259,
47
- "eval_PUN_f1": 0.9996887643946467,
48
- "eval_PUN_number": 1607,
49
- "eval_PUN_precision": 1.0,
50
- "eval_PUN_recall": 0.9993777224642191,
51
- "eval_UNC_f1": 0.8666666666666666,
52
- "eval_UNC_number": 16,
53
- "eval_UNC_precision": 0.9285714285714286,
54
- "eval_UNC_recall": 0.8125,
55
- "eval_V_AUX_f1": 0.9682299546142209,
56
- "eval_V_AUX_number": 654,
57
- "eval_V_AUX_precision": 0.9580838323353293,
58
- "eval_V_AUX_recall": 0.9785932721712538,
59
- "eval_V_GER_f1": 0.9297401347449471,
60
- "eval_V_GER_number": 513,
61
- "eval_V_GER_precision": 0.9182509505703422,
62
- "eval_V_GER_recall": 0.9415204678362573,
63
- "eval_V_IMF_f1": 0.9457534246575342,
64
- "eval_V_IMF_number": 914,
65
- "eval_V_IMF_precision": 0.9473106476399561,
66
- "eval_V_IMF_recall": 0.9442013129102844,
67
- "eval_V_IMV_f1": 0.6722689075630252,
68
- "eval_V_IMV_number": 70,
69
- "eval_V_IMV_precision": 0.8163265306122449,
70
- "eval_V_IMV_recall": 0.5714285714285714,
71
- "eval_V_PRF_f1": 0.8850771869639794,
72
- "eval_V_PRF_number": 294,
73
- "eval_V_PRF_precision": 0.8927335640138409,
74
- "eval_V_PRF_recall": 0.8775510204081632,
75
- "eval_V_REL_f1": 0.9509933774834437,
76
- "eval_V_REL_number": 757,
77
- "eval_V_REL_precision": 0.953519256308101,
78
- "eval_V_REL_recall": 0.9484808454425363,
79
- "eval_V_f1": 0.8235294117647058,
80
- "eval_V_number": 78,
81
- "eval_V_precision": 0.7608695652173914,
82
- "eval_V_recall": 0.8974358974358975,
83
- "eval_loss": 0.2235540896654129,
84
- "eval_overall_accuracy": 0.9456432105552501,
85
- "eval_overall_f1": 0.9456432105552501,
86
- "eval_overall_precision": 0.9456432105552501,
87
- "eval_overall_recall": 0.9456432105552501,
88
- "eval_runtime": 1.4423,
89
- "eval_samples": 929,
90
- "eval_samples_per_second": 644.111,
91
- "eval_steps_per_second": 20.8
92
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
train_results.json DELETED
@@ -1,8 +0,0 @@
1
- {
2
- "epoch": 10.0,
3
- "train_loss": 0.22427331874896952,
4
- "train_runtime": 265.921,
5
- "train_samples": 3691,
6
- "train_samples_per_second": 138.801,
7
- "train_steps_per_second": 17.374
8
- }
 
 
 
 
 
 
 
 
 
trainer_state.json DELETED
@@ -1,79 +0,0 @@
1
- {
2
- "best_metric": null,
3
- "best_model_checkpoint": null,
4
- "epoch": 10.0,
5
- "global_step": 4620,
6
- "is_hyper_param_search": false,
7
- "is_local_process_zero": true,
8
- "is_world_process_zero": true,
9
- "log_history": [
10
- {
11
- "epoch": 1.08,
12
- "learning_rate": 4.458874458874459e-05,
13
- "loss": 0.7758,
14
- "step": 500
15
- },
16
- {
17
- "epoch": 2.16,
18
- "learning_rate": 3.917748917748918e-05,
19
- "loss": 0.3161,
20
- "step": 1000
21
- },
22
- {
23
- "epoch": 3.25,
24
- "learning_rate": 3.376623376623377e-05,
25
- "loss": 0.2285,
26
- "step": 1500
27
- },
28
- {
29
- "epoch": 4.33,
30
- "learning_rate": 2.8354978354978357e-05,
31
- "loss": 0.1825,
32
- "step": 2000
33
- },
34
- {
35
- "epoch": 5.41,
36
- "learning_rate": 2.2943722943722946e-05,
37
- "loss": 0.1489,
38
- "step": 2500
39
- },
40
- {
41
- "epoch": 6.49,
42
- "learning_rate": 1.7532467532467535e-05,
43
- "loss": 0.1223,
44
- "step": 3000
45
- },
46
- {
47
- "epoch": 7.58,
48
- "learning_rate": 1.2121212121212122e-05,
49
- "loss": 0.105,
50
- "step": 3500
51
- },
52
- {
53
- "epoch": 8.66,
54
- "learning_rate": 6.709956709956711e-06,
55
- "loss": 0.0932,
56
- "step": 4000
57
- },
58
- {
59
- "epoch": 9.74,
60
- "learning_rate": 1.2987012987012988e-06,
61
- "loss": 0.0819,
62
- "step": 4500
63
- },
64
- {
65
- "epoch": 10.0,
66
- "step": 4620,
67
- "total_flos": 269735870515200.0,
68
- "train_loss": 0.22427331874896952,
69
- "train_runtime": 265.921,
70
- "train_samples_per_second": 138.801,
71
- "train_steps_per_second": 17.374
72
- }
73
- ],
74
- "max_steps": 4620,
75
- "num_train_epochs": 10,
76
- "total_flos": 269735870515200.0,
77
- "trial_name": null,
78
- "trial_params": null
79
- }