ZhangYunchenY
commited on
Commit
·
1d7cd0d
1
Parent(s):
6cab315
[Model] roberta-base-mrpc
Browse files- config.json +37 -0
- merges.txt +0 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +135 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
ADDED
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "/mnt/lustre/zhangyunchen/transformers/roberta-base",
|
3 |
+
"architectures": [
|
4 |
+
"RobertaForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"classifier_dropout": null,
|
9 |
+
"eos_token_id": 2,
|
10 |
+
"finetuning_task": "mrpc",
|
11 |
+
"hidden_act": "gelu",
|
12 |
+
"hidden_dropout_prob": 0.1,
|
13 |
+
"hidden_size": 768,
|
14 |
+
"id2label": {
|
15 |
+
"0": "not_equivalent",
|
16 |
+
"1": "equivalent"
|
17 |
+
},
|
18 |
+
"initializer_range": 0.02,
|
19 |
+
"intermediate_size": 3072,
|
20 |
+
"label2id": {
|
21 |
+
"equivalent": 1,
|
22 |
+
"not_equivalent": 0
|
23 |
+
},
|
24 |
+
"layer_norm_eps": 1e-05,
|
25 |
+
"max_position_embeddings": 514,
|
26 |
+
"model_type": "roberta",
|
27 |
+
"num_attention_heads": 12,
|
28 |
+
"num_hidden_layers": 12,
|
29 |
+
"pad_token_id": 1,
|
30 |
+
"position_embedding_type": "absolute",
|
31 |
+
"problem_type": "single_label_classification",
|
32 |
+
"torch_dtype": "float32",
|
33 |
+
"transformers_version": "4.16.2",
|
34 |
+
"type_vocab_size": 1,
|
35 |
+
"use_cache": true,
|
36 |
+
"vocab_size": 50265
|
37 |
+
}
|
merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:067cd089de4dcc88812b86b91426d3a755bbda66d34cb2d62ea14027f770449a
|
3 |
+
size 997304355
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f80971b6c8251520f777c4dfb9d7688bdb64e130bd9694fbf0ccc5eb7b0768a8
|
3 |
+
size 498679699
|
rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cd2f89b9973336dd382188a8697155183310fa5fb2c8f9679e296ae996f46061
|
3 |
+
size 14659
|
scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8395222c8dc331faa742bb05c15249792dfc4e1e6325c0607e91eb2cdbf54562
|
3 |
+
size 623
|
special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "trim_offsets": true, "special_tokens_map_file": null, "name_or_path": "/mnt/lustre/zhangyunchen/transformers/roberta-base", "tokenizer_class": "RobertaTokenizer"}
|
trainer_state.json
ADDED
@@ -0,0 +1,135 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.9044117647058824,
|
3 |
+
"best_model_checkpoint": "./fp32_3e_5/models/mrpc-roberta-base/checkpoint-700",
|
4 |
+
"epoch": 6.086956521739131,
|
5 |
+
"global_step": 700,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.87,
|
12 |
+
"learning_rate": 2.9139685476410734e-05,
|
13 |
+
"loss": 0.5703,
|
14 |
+
"step": 100
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.87,
|
18 |
+
"eval_accuracy": 0.8578431372549019,
|
19 |
+
"eval_combined_score": 0.8771358543417367,
|
20 |
+
"eval_f1": 0.8964285714285715,
|
21 |
+
"eval_loss": 0.34303969144821167,
|
22 |
+
"eval_runtime": 6.6616,
|
23 |
+
"eval_samples_per_second": 61.247,
|
24 |
+
"eval_steps_per_second": 1.951,
|
25 |
+
"step": 100
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"epoch": 1.74,
|
29 |
+
"learning_rate": 2.6364477335800183e-05,
|
30 |
+
"loss": 0.3621,
|
31 |
+
"step": 200
|
32 |
+
},
|
33 |
+
{
|
34 |
+
"epoch": 1.74,
|
35 |
+
"eval_accuracy": 0.8823529411764706,
|
36 |
+
"eval_combined_score": 0.8990712074303405,
|
37 |
+
"eval_f1": 0.9157894736842105,
|
38 |
+
"eval_loss": 0.32112017273902893,
|
39 |
+
"eval_runtime": 2.2189,
|
40 |
+
"eval_samples_per_second": 183.876,
|
41 |
+
"eval_steps_per_second": 5.859,
|
42 |
+
"step": 200
|
43 |
+
},
|
44 |
+
{
|
45 |
+
"epoch": 2.61,
|
46 |
+
"learning_rate": 2.358926919518964e-05,
|
47 |
+
"loss": 0.2587,
|
48 |
+
"step": 300
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 2.61,
|
52 |
+
"eval_accuracy": 0.8529411764705882,
|
53 |
+
"eval_combined_score": 0.8756231306081754,
|
54 |
+
"eval_f1": 0.8983050847457628,
|
55 |
+
"eval_loss": 0.42085549235343933,
|
56 |
+
"eval_runtime": 2.3421,
|
57 |
+
"eval_samples_per_second": 174.202,
|
58 |
+
"eval_steps_per_second": 5.551,
|
59 |
+
"step": 300
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 3.48,
|
63 |
+
"learning_rate": 2.0814061054579094e-05,
|
64 |
+
"loss": 0.1777,
|
65 |
+
"step": 400
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 3.48,
|
69 |
+
"eval_accuracy": 0.8970588235294118,
|
70 |
+
"eval_combined_score": 0.9108950031625553,
|
71 |
+
"eval_f1": 0.9247311827956989,
|
72 |
+
"eval_loss": 0.35459786653518677,
|
73 |
+
"eval_runtime": 2.2787,
|
74 |
+
"eval_samples_per_second": 179.046,
|
75 |
+
"eval_steps_per_second": 5.705,
|
76 |
+
"step": 400
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.35,
|
80 |
+
"learning_rate": 1.8038852913968547e-05,
|
81 |
+
"loss": 0.1116,
|
82 |
+
"step": 500
|
83 |
+
},
|
84 |
+
{
|
85 |
+
"epoch": 4.35,
|
86 |
+
"eval_accuracy": 0.8872549019607843,
|
87 |
+
"eval_combined_score": 0.9032765737874097,
|
88 |
+
"eval_f1": 0.9192982456140351,
|
89 |
+
"eval_loss": 0.5677690505981445,
|
90 |
+
"eval_runtime": 2.0042,
|
91 |
+
"eval_samples_per_second": 203.57,
|
92 |
+
"eval_steps_per_second": 6.486,
|
93 |
+
"step": 500
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 5.22,
|
97 |
+
"learning_rate": 1.5263644773358002e-05,
|
98 |
+
"loss": 0.0879,
|
99 |
+
"step": 600
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 5.22,
|
103 |
+
"eval_accuracy": 0.8774509803921569,
|
104 |
+
"eval_combined_score": 0.8954728950403692,
|
105 |
+
"eval_f1": 0.9134948096885814,
|
106 |
+
"eval_loss": 0.5992270112037659,
|
107 |
+
"eval_runtime": 2.1523,
|
108 |
+
"eval_samples_per_second": 189.563,
|
109 |
+
"eval_steps_per_second": 6.04,
|
110 |
+
"step": 600
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 6.09,
|
114 |
+
"learning_rate": 1.2488436632747456e-05,
|
115 |
+
"loss": 0.0643,
|
116 |
+
"step": 700
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.09,
|
120 |
+
"eval_accuracy": 0.9044117647058824,
|
121 |
+
"eval_combined_score": 0.9176926080166581,
|
122 |
+
"eval_f1": 0.9309734513274337,
|
123 |
+
"eval_loss": 0.5864008069038391,
|
124 |
+
"eval_runtime": 2.0987,
|
125 |
+
"eval_samples_per_second": 194.406,
|
126 |
+
"eval_steps_per_second": 6.194,
|
127 |
+
"step": 700
|
128 |
+
}
|
129 |
+
],
|
130 |
+
"max_steps": 1150,
|
131 |
+
"num_train_epochs": 10,
|
132 |
+
"total_flos": 1468685911019520.0,
|
133 |
+
"trial_name": null,
|
134 |
+
"trial_params": null
|
135 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b3bd3365e983cb7fca13ac172cb46455cfd98ededf724963b871ac5d163fcfc2
|
3 |
+
size 3055
|
vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|