haibotamiu
commited on
Commit
•
ed13d45
1
Parent(s):
aadcb14
End of training
Browse files- README.md +4 -1
- all_results.json +7 -7
- args.bin +1 -1
- eval_nbest_predictions.json +2 -2
- eval_predictions.json +0 -0
- eval_results.json +3 -3
- train_results.json +5 -5
- trainer_state.json +84 -30
README.md
CHANGED
@@ -2,7 +2,10 @@
|
|
2 |
license: apache-2.0
|
3 |
base_model: bert-base-uncased
|
4 |
tags:
|
|
|
5 |
- generated_from_trainer
|
|
|
|
|
6 |
model-index:
|
7 |
- name: out
|
8 |
results: []
|
@@ -13,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
13 |
|
14 |
# out
|
15 |
|
16 |
-
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the
|
17 |
|
18 |
## Model description
|
19 |
|
|
|
2 |
license: apache-2.0
|
3 |
base_model: bert-base-uncased
|
4 |
tags:
|
5 |
+
- question-answering
|
6 |
- generated_from_trainer
|
7 |
+
datasets:
|
8 |
+
- squad
|
9 |
model-index:
|
10 |
- name: out
|
11 |
results: []
|
|
|
16 |
|
17 |
# out
|
18 |
|
19 |
+
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the squad dataset.
|
20 |
|
21 |
## Model description
|
22 |
|
all_results.json
CHANGED
@@ -1,11 +1,11 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
"eval_samples": 3000,
|
4 |
-
"exact_match":
|
5 |
-
"f1":
|
6 |
-
"train_loss": 0.
|
7 |
-
"train_runtime":
|
8 |
"train_samples": 3000,
|
9 |
-
"train_samples_per_second": 110.
|
10 |
-
"train_steps_per_second": 3.
|
11 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 100.0,
|
3 |
"eval_samples": 3000,
|
4 |
+
"exact_match": 48.3,
|
5 |
+
"f1": 59.76387313784877,
|
6 |
+
"train_loss": 0.1459447158651149,
|
7 |
+
"train_runtime": 2721.3121,
|
8 |
"train_samples": 3000,
|
9 |
+
"train_samples_per_second": 110.241,
|
10 |
+
"train_steps_per_second": 3.454
|
11 |
}
|
args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 5652
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0f140c580ce20b0c341613069c779fdc1ae1caec64fbe449d785823651e822ba
|
3 |
size 5652
|
eval_nbest_predictions.json
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4e93beefb2d2ba12031615060145a1efb9f0ba9b4e4b3b542feda79321cf90b3
|
3 |
+
size 14014825
|
eval_predictions.json
CHANGED
The diff for this file is too large to render.
See raw diff
|
|
eval_results.json
CHANGED
@@ -1,6 +1,6 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
"eval_samples": 3000,
|
4 |
-
"exact_match":
|
5 |
-
"f1":
|
6 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 100.0,
|
3 |
"eval_samples": 3000,
|
4 |
+
"exact_match": 48.3,
|
5 |
+
"f1": 59.76387313784877
|
6 |
}
|
train_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"train_loss": 0.
|
4 |
-
"train_runtime":
|
5 |
"train_samples": 3000,
|
6 |
-
"train_samples_per_second": 110.
|
7 |
-
"train_steps_per_second": 3.
|
8 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 100.0,
|
3 |
+
"train_loss": 0.1459447158651149,
|
4 |
+
"train_runtime": 2721.3121,
|
5 |
"train_samples": 3000,
|
6 |
+
"train_samples_per_second": 110.241,
|
7 |
+
"train_steps_per_second": 3.454
|
8 |
}
|
trainer_state.json
CHANGED
@@ -1,82 +1,136 @@
|
|
1 |
{
|
2 |
"best_metric": null,
|
3 |
"best_model_checkpoint": null,
|
4 |
-
"epoch":
|
5 |
"eval_steps": 500,
|
6 |
-
"global_step":
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 5.32,
|
13 |
-
"learning_rate": 4.
|
14 |
-
"loss": 1.
|
15 |
"step": 500
|
16 |
},
|
17 |
{
|
18 |
"epoch": 10.64,
|
19 |
-
"learning_rate":
|
20 |
-
"loss": 0.
|
21 |
"step": 1000
|
22 |
},
|
23 |
{
|
24 |
"epoch": 15.96,
|
25 |
-
"learning_rate":
|
26 |
-
"loss": 0.
|
27 |
"step": 1500
|
28 |
},
|
29 |
{
|
30 |
"epoch": 21.28,
|
31 |
-
"learning_rate":
|
32 |
-
"loss": 0.
|
33 |
"step": 2000
|
34 |
},
|
35 |
{
|
36 |
"epoch": 26.6,
|
37 |
-
"learning_rate":
|
38 |
-
"loss": 0.
|
39 |
"step": 2500
|
40 |
},
|
41 |
{
|
42 |
"epoch": 31.91,
|
43 |
-
"learning_rate":
|
44 |
-
"loss": 0.
|
45 |
"step": 3000
|
46 |
},
|
47 |
{
|
48 |
"epoch": 37.23,
|
49 |
-
"learning_rate":
|
50 |
-
"loss": 0.
|
51 |
"step": 3500
|
52 |
},
|
53 |
{
|
54 |
"epoch": 42.55,
|
55 |
-
"learning_rate":
|
56 |
-
"loss": 0.
|
57 |
"step": 4000
|
58 |
},
|
59 |
{
|
60 |
"epoch": 47.87,
|
61 |
-
"learning_rate": 2.
|
62 |
-
"loss": 0.
|
63 |
"step": 4500
|
64 |
},
|
65 |
{
|
66 |
-
"epoch":
|
67 |
-
"
|
68 |
-
"
|
69 |
-
"
|
70 |
-
|
71 |
-
|
72 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
73 |
}
|
74 |
],
|
75 |
"logging_steps": 500,
|
76 |
-
"max_steps":
|
77 |
-
"num_train_epochs":
|
78 |
"save_steps": 500,
|
79 |
-
"total_flos":
|
80 |
"trial_name": null,
|
81 |
"trial_params": null
|
82 |
}
|
|
|
1 |
{
|
2 |
"best_metric": null,
|
3 |
"best_model_checkpoint": null,
|
4 |
+
"epoch": 100.0,
|
5 |
"eval_steps": 500,
|
6 |
+
"global_step": 9400,
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 5.32,
|
13 |
+
"learning_rate": 4.734042553191489e-05,
|
14 |
+
"loss": 1.0988,
|
15 |
"step": 500
|
16 |
},
|
17 |
{
|
18 |
"epoch": 10.64,
|
19 |
+
"learning_rate": 4.468085106382979e-05,
|
20 |
+
"loss": 0.1377,
|
21 |
"step": 1000
|
22 |
},
|
23 |
{
|
24 |
"epoch": 15.96,
|
25 |
+
"learning_rate": 4.2021276595744684e-05,
|
26 |
+
"loss": 0.0645,
|
27 |
"step": 1500
|
28 |
},
|
29 |
{
|
30 |
"epoch": 21.28,
|
31 |
+
"learning_rate": 3.936170212765958e-05,
|
32 |
+
"loss": 0.0425,
|
33 |
"step": 2000
|
34 |
},
|
35 |
{
|
36 |
"epoch": 26.6,
|
37 |
+
"learning_rate": 3.670212765957447e-05,
|
38 |
+
"loss": 0.0245,
|
39 |
"step": 2500
|
40 |
},
|
41 |
{
|
42 |
"epoch": 31.91,
|
43 |
+
"learning_rate": 3.4042553191489365e-05,
|
44 |
+
"loss": 0.0228,
|
45 |
"step": 3000
|
46 |
},
|
47 |
{
|
48 |
"epoch": 37.23,
|
49 |
+
"learning_rate": 3.1382978723404254e-05,
|
50 |
+
"loss": 0.0251,
|
51 |
"step": 3500
|
52 |
},
|
53 |
{
|
54 |
"epoch": 42.55,
|
55 |
+
"learning_rate": 2.8723404255319154e-05,
|
56 |
+
"loss": 0.0384,
|
57 |
"step": 4000
|
58 |
},
|
59 |
{
|
60 |
"epoch": 47.87,
|
61 |
+
"learning_rate": 2.6063829787234046e-05,
|
62 |
+
"loss": 0.0429,
|
63 |
"step": 4500
|
64 |
},
|
65 |
{
|
66 |
+
"epoch": 53.19,
|
67 |
+
"learning_rate": 2.340425531914894e-05,
|
68 |
+
"loss": 0.055,
|
69 |
+
"step": 5000
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 58.51,
|
73 |
+
"learning_rate": 2.074468085106383e-05,
|
74 |
+
"loss": 0.0883,
|
75 |
+
"step": 5500
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 63.83,
|
79 |
+
"learning_rate": 1.8085106382978724e-05,
|
80 |
+
"loss": 0.1385,
|
81 |
+
"step": 6000
|
82 |
+
},
|
83 |
+
{
|
84 |
+
"epoch": 69.15,
|
85 |
+
"learning_rate": 1.5425531914893617e-05,
|
86 |
+
"loss": 0.2111,
|
87 |
+
"step": 6500
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 74.47,
|
91 |
+
"learning_rate": 1.2765957446808511e-05,
|
92 |
+
"loss": 0.2821,
|
93 |
+
"step": 7000
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 79.79,
|
97 |
+
"learning_rate": 1.0106382978723404e-05,
|
98 |
+
"loss": 0.1479,
|
99 |
+
"step": 7500
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 85.11,
|
103 |
+
"learning_rate": 7.446808510638298e-06,
|
104 |
+
"loss": 0.1729,
|
105 |
+
"step": 8000
|
106 |
+
},
|
107 |
+
{
|
108 |
+
"epoch": 90.43,
|
109 |
+
"learning_rate": 4.787234042553191e-06,
|
110 |
+
"loss": 0.0951,
|
111 |
+
"step": 8500
|
112 |
+
},
|
113 |
+
{
|
114 |
+
"epoch": 95.74,
|
115 |
+
"learning_rate": 2.1276595744680853e-06,
|
116 |
+
"loss": 0.0391,
|
117 |
+
"step": 9000
|
118 |
+
},
|
119 |
+
{
|
120 |
+
"epoch": 100.0,
|
121 |
+
"step": 9400,
|
122 |
+
"total_flos": 5.87917702656e+16,
|
123 |
+
"train_loss": 0.1459447158651149,
|
124 |
+
"train_runtime": 2721.3121,
|
125 |
+
"train_samples_per_second": 110.241,
|
126 |
+
"train_steps_per_second": 3.454
|
127 |
}
|
128 |
],
|
129 |
"logging_steps": 500,
|
130 |
+
"max_steps": 9400,
|
131 |
+
"num_train_epochs": 100,
|
132 |
"save_steps": 500,
|
133 |
+
"total_flos": 5.87917702656e+16,
|
134 |
"trial_name": null,
|
135 |
"trial_params": null
|
136 |
}
|