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 +74 -26
README.md
CHANGED
@@ -2,7 +2,10 @@
|
|
2 |
license: apache-2.0
|
3 |
base_model: distilbert-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 [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the
|
17 |
|
18 |
## Model description
|
19 |
|
|
|
2 |
license: apache-2.0
|
3 |
base_model: distilbert-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 [distilbert-base-uncased](https://huggingface.co/distilbert-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": 5000,
|
4 |
-
"exact_match": 59.
|
5 |
-
"f1": 68.
|
6 |
-
"train_loss": 0.
|
7 |
-
"train_runtime":
|
8 |
"train_samples": 5000,
|
9 |
-
"train_samples_per_second": 164.
|
10 |
-
"train_steps_per_second": 2.
|
11 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 100.0,
|
3 |
"eval_samples": 5000,
|
4 |
+
"exact_match": 59.14,
|
5 |
+
"f1": 68.39725861890774,
|
6 |
+
"train_loss": 0.09234336149843433,
|
7 |
+
"train_runtime": 3031.3949,
|
8 |
"train_samples": 5000,
|
9 |
+
"train_samples_per_second": 164.941,
|
10 |
+
"train_steps_per_second": 2.606
|
11 |
}
|
args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 5588
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:edab80ac1e569b85d29d002a99e6de8c755124ec91f0e901703789def845a89b
|
3 |
size 5588
|
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:acd841d9f9d7ef5ef7467e4573de7d176da7b18a7214649bc38b791e795600e1
|
3 |
+
size 23003836
|
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": 5000,
|
4 |
-
"exact_match": 59.
|
5 |
-
"f1": 68.
|
6 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 100.0,
|
3 |
"eval_samples": 5000,
|
4 |
+
"exact_match": 59.14,
|
5 |
+
"f1": 68.39725861890774
|
6 |
}
|
train_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"train_loss": 0.
|
4 |
-
"train_runtime":
|
5 |
"train_samples": 5000,
|
6 |
-
"train_samples_per_second": 164.
|
7 |
-
"train_steps_per_second": 2.
|
8 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 100.0,
|
3 |
+
"train_loss": 0.09234336149843433,
|
4 |
+
"train_runtime": 3031.3949,
|
5 |
"train_samples": 5000,
|
6 |
+
"train_samples_per_second": 164.941,
|
7 |
+
"train_steps_per_second": 2.606
|
8 |
}
|
trainer_state.json
CHANGED
@@ -1,70 +1,118 @@
|
|
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": 6.33,
|
13 |
-
"learning_rate": 4.
|
14 |
-
"loss": 1.
|
15 |
"step": 500
|
16 |
},
|
17 |
{
|
18 |
"epoch": 12.66,
|
19 |
-
"learning_rate":
|
20 |
-
"loss": 0.
|
21 |
"step": 1000
|
22 |
},
|
23 |
{
|
24 |
"epoch": 18.99,
|
25 |
-
"learning_rate":
|
26 |
-
"loss": 0.
|
27 |
"step": 1500
|
28 |
},
|
29 |
{
|
30 |
"epoch": 25.32,
|
31 |
-
"learning_rate":
|
32 |
-
"loss": 0.
|
33 |
"step": 2000
|
34 |
},
|
35 |
{
|
36 |
"epoch": 31.65,
|
37 |
-
"learning_rate":
|
38 |
-
"loss": 0.
|
39 |
"step": 2500
|
40 |
},
|
41 |
{
|
42 |
"epoch": 37.97,
|
43 |
-
"learning_rate":
|
44 |
-
"loss": 0.
|
45 |
"step": 3000
|
46 |
},
|
47 |
{
|
48 |
"epoch": 44.3,
|
49 |
-
"learning_rate":
|
50 |
-
"loss": 0.
|
51 |
"step": 3500
|
52 |
},
|
53 |
{
|
54 |
-
"epoch": 50.
|
55 |
-
"
|
56 |
-
"
|
57 |
-
"
|
58 |
-
|
59 |
-
|
60 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
61 |
}
|
62 |
],
|
63 |
"logging_steps": 500,
|
64 |
-
"max_steps":
|
65 |
-
"num_train_epochs":
|
66 |
"save_steps": 500,
|
67 |
-
"total_flos":
|
68 |
"trial_name": null,
|
69 |
"trial_params": null
|
70 |
}
|
|
|
1 |
{
|
2 |
"best_metric": null,
|
3 |
"best_model_checkpoint": null,
|
4 |
+
"epoch": 100.0,
|
5 |
"eval_steps": 500,
|
6 |
+
"global_step": 7900,
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 6.33,
|
13 |
+
"learning_rate": 4.683544303797468e-05,
|
14 |
+
"loss": 1.1738,
|
15 |
"step": 500
|
16 |
},
|
17 |
{
|
18 |
"epoch": 12.66,
|
19 |
+
"learning_rate": 4.367088607594937e-05,
|
20 |
+
"loss": 0.1263,
|
21 |
"step": 1000
|
22 |
},
|
23 |
{
|
24 |
"epoch": 18.99,
|
25 |
+
"learning_rate": 4.050632911392405e-05,
|
26 |
+
"loss": 0.0548,
|
27 |
"step": 1500
|
28 |
},
|
29 |
{
|
30 |
"epoch": 25.32,
|
31 |
+
"learning_rate": 3.7341772151898736e-05,
|
32 |
+
"loss": 0.0291,
|
33 |
"step": 2000
|
34 |
},
|
35 |
{
|
36 |
"epoch": 31.65,
|
37 |
+
"learning_rate": 3.4177215189873416e-05,
|
38 |
+
"loss": 0.0192,
|
39 |
"step": 2500
|
40 |
},
|
41 |
{
|
42 |
"epoch": 37.97,
|
43 |
+
"learning_rate": 3.10126582278481e-05,
|
44 |
+
"loss": 0.0152,
|
45 |
"step": 3000
|
46 |
},
|
47 |
{
|
48 |
"epoch": 44.3,
|
49 |
+
"learning_rate": 2.7848101265822786e-05,
|
50 |
+
"loss": 0.0102,
|
51 |
"step": 3500
|
52 |
},
|
53 |
{
|
54 |
+
"epoch": 50.63,
|
55 |
+
"learning_rate": 2.468354430379747e-05,
|
56 |
+
"loss": 0.006,
|
57 |
+
"step": 4000
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 56.96,
|
61 |
+
"learning_rate": 2.1518987341772153e-05,
|
62 |
+
"loss": 0.0053,
|
63 |
+
"step": 4500
|
64 |
+
},
|
65 |
+
{
|
66 |
+
"epoch": 63.29,
|
67 |
+
"learning_rate": 1.8354430379746836e-05,
|
68 |
+
"loss": 0.0042,
|
69 |
+
"step": 5000
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 69.62,
|
73 |
+
"learning_rate": 1.5189873417721521e-05,
|
74 |
+
"loss": 0.0034,
|
75 |
+
"step": 5500
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 75.95,
|
79 |
+
"learning_rate": 1.2025316455696203e-05,
|
80 |
+
"loss": 0.003,
|
81 |
+
"step": 6000
|
82 |
+
},
|
83 |
+
{
|
84 |
+
"epoch": 82.28,
|
85 |
+
"learning_rate": 8.860759493670886e-06,
|
86 |
+
"loss": 0.0026,
|
87 |
+
"step": 6500
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 88.61,
|
91 |
+
"learning_rate": 5.69620253164557e-06,
|
92 |
+
"loss": 0.0025,
|
93 |
+
"step": 7000
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 94.94,
|
97 |
+
"learning_rate": 2.531645569620253e-06,
|
98 |
+
"loss": 0.0019,
|
99 |
+
"step": 7500
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 100.0,
|
103 |
+
"step": 7900,
|
104 |
+
"total_flos": 4.8994912512e+16,
|
105 |
+
"train_loss": 0.09234336149843433,
|
106 |
+
"train_runtime": 3031.3949,
|
107 |
+
"train_samples_per_second": 164.941,
|
108 |
+
"train_steps_per_second": 2.606
|
109 |
}
|
110 |
],
|
111 |
"logging_steps": 500,
|
112 |
+
"max_steps": 7900,
|
113 |
+
"num_train_epochs": 100,
|
114 |
"save_steps": 500,
|
115 |
+
"total_flos": 4.8994912512e+16,
|
116 |
"trial_name": null,
|
117 |
"trial_params": null
|
118 |
}
|