upload trained model
Browse files- all_results.json +11 -0
- config.json +33 -0
- eval_results.json +8 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- train_results.json +6 -0
- trainer_state.json +149 -0
- training_args.bin +3 -0
all_results.json
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.9105504751205444,
|
4 |
+
"eval_loss": 0.5452536344528198,
|
5 |
+
"eval_runtime": 1.4363,
|
6 |
+
"eval_samples": 872,
|
7 |
+
"eval_samples_per_second": 607.136,
|
8 |
+
"train_runtime": 1978.9597,
|
9 |
+
"train_samples": 134698,
|
10 |
+
"train_samples_per_second": 5.318
|
11 |
+
}
|
config.json
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "albert-base-v2",
|
3 |
+
"architectures": [
|
4 |
+
"AlbertForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0,
|
7 |
+
"bos_token_id": 2,
|
8 |
+
"classifier_dropout_prob": 0.1,
|
9 |
+
"down_scale_factor": 1,
|
10 |
+
"embedding_size": 128,
|
11 |
+
"eos_token_id": 3,
|
12 |
+
"gap_size": 0,
|
13 |
+
"hidden_act": "gelu_new",
|
14 |
+
"hidden_dropout_prob": 0,
|
15 |
+
"hidden_size": 768,
|
16 |
+
"initializer_range": 0.02,
|
17 |
+
"inner_group_num": 1,
|
18 |
+
"intermediate_size": 3072,
|
19 |
+
"layer_norm_eps": 1e-12,
|
20 |
+
"max_position_embeddings": 512,
|
21 |
+
"model_type": "albert",
|
22 |
+
"net_structure_type": 0,
|
23 |
+
"num_attention_heads": 12,
|
24 |
+
"num_hidden_groups": 1,
|
25 |
+
"num_hidden_layers": 12,
|
26 |
+
"num_memory_blocks": 0,
|
27 |
+
"pad_token_id": 0,
|
28 |
+
"position_embedding_type": "absolute",
|
29 |
+
"problem_type": "single_label_classification",
|
30 |
+
"transformers_version": "4.6.1",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"vocab_size": 30000
|
33 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.9105504751205444,
|
4 |
+
"eval_loss": 0.5452536344528198,
|
5 |
+
"eval_runtime": 1.4363,
|
6 |
+
"eval_samples": 872,
|
7 |
+
"eval_samples_per_second": 607.136
|
8 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8c9d67fd1e48ef91403bbe74676be7a03207222e7474fe3c3cb84752026b8b4c
|
3 |
+
size 46756715
|
special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "<unk>", "sep_token": "[SEP]", "pad_token": "<pad>", "cls_token": "[CLS]", "mask_token": {"content": "[MASK]", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
|
spiece.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fefb02b667a6c5c2fe27602d28e5fb3428f66ab89c7d6f388e7c8d44a02d0336
|
3 |
+
size 760289
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"do_lower_case": true, "remove_space": true, "keep_accents": false, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "<unk>", "sep_token": "[SEP]", "pad_token": "<pad>", "cls_token": "[CLS]", "mask_token": {"content": "[MASK]", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "albert-base-v2"}
|
train_results.json
ADDED
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"train_runtime": 1978.9597,
|
4 |
+
"train_samples": 134698,
|
5 |
+
"train_samples_per_second": 5.318
|
6 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,149 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 5.0,
|
5 |
+
"global_step": 10525,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.24,
|
12 |
+
"learning_rate": 1.9049881235154395e-05,
|
13 |
+
"loss": 0.3611,
|
14 |
+
"step": 500
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.48,
|
18 |
+
"learning_rate": 1.809976247030879e-05,
|
19 |
+
"loss": 0.2398,
|
20 |
+
"step": 1000
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.71,
|
24 |
+
"learning_rate": 1.7149643705463184e-05,
|
25 |
+
"loss": 0.2149,
|
26 |
+
"step": 1500
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.95,
|
30 |
+
"learning_rate": 1.6199524940617578e-05,
|
31 |
+
"loss": 0.1939,
|
32 |
+
"step": 2000
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 1.19,
|
36 |
+
"learning_rate": 1.5249406175771972e-05,
|
37 |
+
"loss": 0.1514,
|
38 |
+
"step": 2500
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 1.43,
|
42 |
+
"learning_rate": 1.4299287410926367e-05,
|
43 |
+
"loss": 0.139,
|
44 |
+
"step": 3000
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 1.66,
|
48 |
+
"learning_rate": 1.3349168646080762e-05,
|
49 |
+
"loss": 0.136,
|
50 |
+
"step": 3500
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 1.9,
|
54 |
+
"learning_rate": 1.2399049881235155e-05,
|
55 |
+
"loss": 0.1295,
|
56 |
+
"step": 4000
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 2.14,
|
60 |
+
"learning_rate": 1.144893111638955e-05,
|
61 |
+
"loss": 0.1054,
|
62 |
+
"step": 4500
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 2.38,
|
66 |
+
"learning_rate": 1.0498812351543943e-05,
|
67 |
+
"loss": 0.0848,
|
68 |
+
"step": 5000
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 2.61,
|
72 |
+
"learning_rate": 9.548693586698338e-06,
|
73 |
+
"loss": 0.0881,
|
74 |
+
"step": 5500
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 2.85,
|
78 |
+
"learning_rate": 8.598574821852733e-06,
|
79 |
+
"loss": 0.087,
|
80 |
+
"step": 6000
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 3.09,
|
84 |
+
"learning_rate": 7.648456057007126e-06,
|
85 |
+
"loss": 0.0715,
|
86 |
+
"step": 6500
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 3.33,
|
90 |
+
"learning_rate": 6.698337292161521e-06,
|
91 |
+
"loss": 0.0534,
|
92 |
+
"step": 7000
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 3.56,
|
96 |
+
"learning_rate": 5.748218527315916e-06,
|
97 |
+
"loss": 0.0513,
|
98 |
+
"step": 7500
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 3.8,
|
102 |
+
"learning_rate": 4.798099762470309e-06,
|
103 |
+
"loss": 0.0528,
|
104 |
+
"step": 8000
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 4.04,
|
108 |
+
"learning_rate": 3.8479809976247036e-06,
|
109 |
+
"loss": 0.0494,
|
110 |
+
"step": 8500
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 4.28,
|
114 |
+
"learning_rate": 2.897862232779098e-06,
|
115 |
+
"loss": 0.0283,
|
116 |
+
"step": 9000
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 4.51,
|
120 |
+
"learning_rate": 1.947743467933492e-06,
|
121 |
+
"loss": 0.0324,
|
122 |
+
"step": 9500
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 4.75,
|
126 |
+
"learning_rate": 9.976247030878861e-07,
|
127 |
+
"loss": 0.0275,
|
128 |
+
"step": 10000
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 4.99,
|
132 |
+
"learning_rate": 4.750593824228029e-08,
|
133 |
+
"loss": 0.0308,
|
134 |
+
"step": 10500
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 5.0,
|
138 |
+
"step": 10525,
|
139 |
+
"total_flos": 14161246092288.0,
|
140 |
+
"train_runtime": 1978.9597,
|
141 |
+
"train_samples_per_second": 5.318
|
142 |
+
}
|
143 |
+
],
|
144 |
+
"max_steps": 10525,
|
145 |
+
"num_train_epochs": 5,
|
146 |
+
"total_flos": 14161246092288.0,
|
147 |
+
"trial_name": null,
|
148 |
+
"trial_params": null
|
149 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0e8656ad9924b92bad18ebc35230ffc7a62547640414e60761fab0096d840c39
|
3 |
+
size 2415
|