Commit
·
b1c5630
1
Parent(s):
cf194dc
Upload 9 files
Browse files- config.json +39 -0
- pytorch_model.bin +3 -0
- run_config.json +47 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +16 -0
- trainer_state.json +163 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "dbmdz/bert-base-german-cased",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "LABEL_0",
|
| 13 |
+
"1": "LABEL_1",
|
| 14 |
+
"2": "LABEL_2",
|
| 15 |
+
"3": "LABEL_3"
|
| 16 |
+
},
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"intermediate_size": 3072,
|
| 19 |
+
"label2id": {
|
| 20 |
+
"LABEL_0": 0,
|
| 21 |
+
"LABEL_1": 1,
|
| 22 |
+
"LABEL_2": 2,
|
| 23 |
+
"LABEL_3": 3
|
| 24 |
+
},
|
| 25 |
+
"layer_norm_eps": 1e-12,
|
| 26 |
+
"max_position_embeddings": 512,
|
| 27 |
+
"model_type": "bert",
|
| 28 |
+
"num_attention_heads": 12,
|
| 29 |
+
"num_hidden_layers": 12,
|
| 30 |
+
"output_past": true,
|
| 31 |
+
"pad_token_id": 0,
|
| 32 |
+
"position_embedding_type": "absolute",
|
| 33 |
+
"problem_type": "single_label_classification",
|
| 34 |
+
"torch_dtype": "float32",
|
| 35 |
+
"transformers_version": "4.23.1",
|
| 36 |
+
"type_vocab_size": 2,
|
| 37 |
+
"use_cache": true,
|
| 38 |
+
"vocab_size": 31102
|
| 39 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f83b9c46c86ba410d5915ee9bf0fb539cc727836e56432c9bf9e0927c4aba246
|
| 3 |
+
size 439794029
|
run_config.json
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_CHeeSEArguments": "CHeeSEArguments",
|
| 3 |
+
"model_name_or_path": "dbmdz/bert-base-german-cased",
|
| 4 |
+
"dataset_path": "./dataset.py",
|
| 5 |
+
"metric_path": "./metric.py",
|
| 6 |
+
"task": "stance_detection",
|
| 7 |
+
"first_sentence_inputs": [
|
| 8 |
+
"question"
|
| 9 |
+
],
|
| 10 |
+
"second_sentence_inputs": [
|
| 11 |
+
"title",
|
| 12 |
+
"snippet",
|
| 13 |
+
"paragraphs"
|
| 14 |
+
],
|
| 15 |
+
"labels_to_predict": [
|
| 16 |
+
"stance"
|
| 17 |
+
],
|
| 18 |
+
"_CHeeSETrainingArguments": "CHeeSETrainingArguments",
|
| 19 |
+
"do_train": true,
|
| 20 |
+
"do_eval": true,
|
| 21 |
+
"do_predict": true,
|
| 22 |
+
"do_cross_validation": false,
|
| 23 |
+
"output_dir": "/netscratch/schnitzler/bert",
|
| 24 |
+
"logging_dir": "/netscratch/schnitzler/bert",
|
| 25 |
+
"save_total_limit": 2,
|
| 26 |
+
"log_to_file": true,
|
| 27 |
+
"logging_strategy": "steps",
|
| 28 |
+
"logging_steps": 50,
|
| 29 |
+
"cross_validation_folds": 5,
|
| 30 |
+
"num_train_epochs": 4,
|
| 31 |
+
"per_device_train_batch_size": 8,
|
| 32 |
+
"per_device_eval_batch_size": 8,
|
| 33 |
+
"fp16": false,
|
| 34 |
+
"learning_rate": 3e-05,
|
| 35 |
+
"prediction_csv_kwargs": {
|
| 36 |
+
"index": false
|
| 37 |
+
},
|
| 38 |
+
"prediction_columns_to_include": [
|
| 39 |
+
"title",
|
| 40 |
+
"snippet",
|
| 41 |
+
"paragraphs",
|
| 42 |
+
"question",
|
| 43 |
+
"labels",
|
| 44 |
+
"stance"
|
| 45 |
+
],
|
| 46 |
+
"overwrite_output_dir": true
|
| 47 |
+
}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"do_basic_tokenize": true,
|
| 4 |
+
"do_lower_case": false,
|
| 5 |
+
"mask_token": "[MASK]",
|
| 6 |
+
"max_len": 512,
|
| 7 |
+
"name_or_path": "dbmdz/bert-base-german-cased",
|
| 8 |
+
"never_split": null,
|
| 9 |
+
"pad_token": "[PAD]",
|
| 10 |
+
"sep_token": "[SEP]",
|
| 11 |
+
"special_tokens_map_file": null,
|
| 12 |
+
"strip_accents": null,
|
| 13 |
+
"tokenize_chinese_chars": true,
|
| 14 |
+
"tokenizer_class": "BertTokenizer",
|
| 15 |
+
"unk_token": "[UNK]"
|
| 16 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,163 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"global_step": 1196,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.17,
|
| 12 |
+
"learning_rate": 2.874581939799331e-05,
|
| 13 |
+
"loss": 1.1476,
|
| 14 |
+
"step": 50
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 0.33,
|
| 18 |
+
"learning_rate": 2.7491638795986622e-05,
|
| 19 |
+
"loss": 0.9973,
|
| 20 |
+
"step": 100
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"epoch": 0.5,
|
| 24 |
+
"learning_rate": 2.6237458193979933e-05,
|
| 25 |
+
"loss": 1.0316,
|
| 26 |
+
"step": 150
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 0.67,
|
| 30 |
+
"learning_rate": 2.4983277591973243e-05,
|
| 31 |
+
"loss": 0.9801,
|
| 32 |
+
"step": 200
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"epoch": 0.84,
|
| 36 |
+
"learning_rate": 2.3729096989966557e-05,
|
| 37 |
+
"loss": 0.9947,
|
| 38 |
+
"step": 250
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 1.0,
|
| 42 |
+
"learning_rate": 2.2474916387959865e-05,
|
| 43 |
+
"loss": 0.9882,
|
| 44 |
+
"step": 300
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 1.17,
|
| 48 |
+
"learning_rate": 2.122073578595318e-05,
|
| 49 |
+
"loss": 0.8896,
|
| 50 |
+
"step": 350
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"epoch": 1.34,
|
| 54 |
+
"learning_rate": 1.996655518394649e-05,
|
| 55 |
+
"loss": 0.7913,
|
| 56 |
+
"step": 400
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 1.51,
|
| 60 |
+
"learning_rate": 1.87123745819398e-05,
|
| 61 |
+
"loss": 0.8249,
|
| 62 |
+
"step": 450
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"epoch": 1.67,
|
| 66 |
+
"learning_rate": 1.745819397993311e-05,
|
| 67 |
+
"loss": 0.7808,
|
| 68 |
+
"step": 500
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 1.84,
|
| 72 |
+
"learning_rate": 1.620401337792642e-05,
|
| 73 |
+
"loss": 0.7632,
|
| 74 |
+
"step": 550
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 2.01,
|
| 78 |
+
"learning_rate": 1.4949832775919733e-05,
|
| 79 |
+
"loss": 0.7577,
|
| 80 |
+
"step": 600
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 2.17,
|
| 84 |
+
"learning_rate": 1.3695652173913042e-05,
|
| 85 |
+
"loss": 0.6454,
|
| 86 |
+
"step": 650
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 2.34,
|
| 90 |
+
"learning_rate": 1.2441471571906355e-05,
|
| 91 |
+
"loss": 0.5908,
|
| 92 |
+
"step": 700
|
| 93 |
+
},
|
| 94 |
+
{
|
| 95 |
+
"epoch": 2.51,
|
| 96 |
+
"learning_rate": 1.1187290969899665e-05,
|
| 97 |
+
"loss": 0.6114,
|
| 98 |
+
"step": 750
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 2.68,
|
| 102 |
+
"learning_rate": 9.933110367892978e-06,
|
| 103 |
+
"loss": 0.6383,
|
| 104 |
+
"step": 800
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 2.84,
|
| 108 |
+
"learning_rate": 8.678929765886286e-06,
|
| 109 |
+
"loss": 0.6207,
|
| 110 |
+
"step": 850
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 3.01,
|
| 114 |
+
"learning_rate": 7.424749163879599e-06,
|
| 115 |
+
"loss": 0.5649,
|
| 116 |
+
"step": 900
|
| 117 |
+
},
|
| 118 |
+
{
|
| 119 |
+
"epoch": 3.18,
|
| 120 |
+
"learning_rate": 6.17056856187291e-06,
|
| 121 |
+
"loss": 0.4894,
|
| 122 |
+
"step": 950
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
"epoch": 3.34,
|
| 126 |
+
"learning_rate": 4.916387959866221e-06,
|
| 127 |
+
"loss": 0.4434,
|
| 128 |
+
"step": 1000
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 3.51,
|
| 132 |
+
"learning_rate": 3.662207357859532e-06,
|
| 133 |
+
"loss": 0.3991,
|
| 134 |
+
"step": 1050
|
| 135 |
+
},
|
| 136 |
+
{
|
| 137 |
+
"epoch": 3.68,
|
| 138 |
+
"learning_rate": 2.408026755852843e-06,
|
| 139 |
+
"loss": 0.4938,
|
| 140 |
+
"step": 1100
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"epoch": 3.85,
|
| 144 |
+
"learning_rate": 1.153846153846154e-06,
|
| 145 |
+
"loss": 0.3628,
|
| 146 |
+
"step": 1150
|
| 147 |
+
},
|
| 148 |
+
{
|
| 149 |
+
"epoch": 4.0,
|
| 150 |
+
"step": 1196,
|
| 151 |
+
"total_flos": 2517491783958528.0,
|
| 152 |
+
"train_loss": 0.7212204247414069,
|
| 153 |
+
"train_runtime": 362.6132,
|
| 154 |
+
"train_samples_per_second": 26.386,
|
| 155 |
+
"train_steps_per_second": 3.298
|
| 156 |
+
}
|
| 157 |
+
],
|
| 158 |
+
"max_steps": 1196,
|
| 159 |
+
"num_train_epochs": 4,
|
| 160 |
+
"total_flos": 2517491783958528.0,
|
| 161 |
+
"trial_name": null,
|
| 162 |
+
"trial_params": null
|
| 163 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:67333a28e4f00c43e9463296a39729f46fe5c9db2cf32d65e5509c6350eceec2
|
| 3 |
+
size 3631
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|