Upload 12 files
Browse files- added_tokens.json +3 -0
- bpe.codes +0 -0
- config.json +29 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +9 -0
- tokenizer_config.json +54 -0
- trainer_state.json +160 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
added_tokens.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<mask>": 64000
|
| 3 |
+
}
|
bpe.codes
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
config.json
ADDED
|
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "vinai/phobert-base-v2",
|
| 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 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 3072,
|
| 15 |
+
"layer_norm_eps": 1e-05,
|
| 16 |
+
"max_position_embeddings": 258,
|
| 17 |
+
"model_type": "roberta",
|
| 18 |
+
"num_attention_heads": 12,
|
| 19 |
+
"num_hidden_layers": 12,
|
| 20 |
+
"pad_token_id": 1,
|
| 21 |
+
"position_embedding_type": "absolute",
|
| 22 |
+
"problem_type": "single_label_classification",
|
| 23 |
+
"tokenizer_class": "PhobertTokenizer",
|
| 24 |
+
"torch_dtype": "float32",
|
| 25 |
+
"transformers_version": "4.41.2",
|
| 26 |
+
"type_vocab_size": 1,
|
| 27 |
+
"use_cache": true,
|
| 28 |
+
"vocab_size": 64001
|
| 29 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e4fe0b66d6f038defd7d3a394c36e342cde455ffae6687191af608af05f004a3
|
| 3 |
+
size 540023384
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cf24703a90a2edaa8b31f260cac590b2ff924981dcfb4c1d83cbd9547bd370a8
|
| 3 |
+
size 1080166586
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fa741a4325efd47dbfa3e799daf8a5b1a1bc1a5cc58717ba589ac8dc35699624
|
| 3 |
+
size 14244
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:32d858e6a7a5419952cfa1ddff4354cf829800013d19fee2e1eae579cbcf9908
|
| 3 |
+
size 1064
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": "<s>",
|
| 3 |
+
"cls_token": "<s>",
|
| 4 |
+
"eos_token": "</s>",
|
| 5 |
+
"mask_token": "<mask>",
|
| 6 |
+
"pad_token": "<pad>",
|
| 7 |
+
"sep_token": "</s>",
|
| 8 |
+
"unk_token": "<unk>"
|
| 9 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<s>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<pad>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "</s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<unk>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"64000": {
|
| 36 |
+
"content": "<mask>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"bos_token": "<s>",
|
| 45 |
+
"clean_up_tokenization_spaces": true,
|
| 46 |
+
"cls_token": "<s>",
|
| 47 |
+
"eos_token": "</s>",
|
| 48 |
+
"mask_token": "<mask>",
|
| 49 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 50 |
+
"pad_token": "<pad>",
|
| 51 |
+
"sep_token": "</s>",
|
| 52 |
+
"tokenizer_class": "PhobertTokenizer",
|
| 53 |
+
"unk_token": "<unk>"
|
| 54 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,160 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.4026155173778534,
|
| 3 |
+
"best_model_checkpoint": "phobert-base-v2-finetuned-cola/checkpoint-168",
|
| 4 |
+
"epoch": 10.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 560,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_accuracy": 0.7915254237288135,
|
| 14 |
+
"eval_f1": 0.7893721715117984,
|
| 15 |
+
"eval_loss": 0.47239404916763306,
|
| 16 |
+
"eval_precision": 0.8028524325530298,
|
| 17 |
+
"eval_recall": 0.7915254237288135,
|
| 18 |
+
"eval_runtime": 1.8809,
|
| 19 |
+
"eval_samples_per_second": 941.062,
|
| 20 |
+
"eval_steps_per_second": 7.443,
|
| 21 |
+
"step": 56
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 2.0,
|
| 25 |
+
"eval_accuracy": 0.8305084745762712,
|
| 26 |
+
"eval_f1": 0.8304238301271201,
|
| 27 |
+
"eval_loss": 0.40563058853149414,
|
| 28 |
+
"eval_precision": 0.8314630699298234,
|
| 29 |
+
"eval_recall": 0.8305084745762712,
|
| 30 |
+
"eval_runtime": 1.9014,
|
| 31 |
+
"eval_samples_per_second": 930.917,
|
| 32 |
+
"eval_steps_per_second": 7.363,
|
| 33 |
+
"step": 112
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 3.0,
|
| 37 |
+
"eval_accuracy": 0.8468926553672317,
|
| 38 |
+
"eval_f1": 0.8468474301103891,
|
| 39 |
+
"eval_loss": 0.4026155173778534,
|
| 40 |
+
"eval_precision": 0.8471404512621079,
|
| 41 |
+
"eval_recall": 0.8468926553672317,
|
| 42 |
+
"eval_runtime": 1.8754,
|
| 43 |
+
"eval_samples_per_second": 943.782,
|
| 44 |
+
"eval_steps_per_second": 7.465,
|
| 45 |
+
"step": 168
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 4.0,
|
| 49 |
+
"eval_accuracy": 0.848587570621469,
|
| 50 |
+
"eval_f1": 0.8485736509993659,
|
| 51 |
+
"eval_loss": 0.40611279010772705,
|
| 52 |
+
"eval_precision": 0.8488718847691179,
|
| 53 |
+
"eval_recall": 0.848587570621469,
|
| 54 |
+
"eval_runtime": 1.8854,
|
| 55 |
+
"eval_samples_per_second": 938.79,
|
| 56 |
+
"eval_steps_per_second": 7.425,
|
| 57 |
+
"step": 224
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 5.0,
|
| 61 |
+
"eval_accuracy": 0.8564971751412429,
|
| 62 |
+
"eval_f1": 0.8564870964602922,
|
| 63 |
+
"eval_loss": 0.40367403626441956,
|
| 64 |
+
"eval_precision": 0.8565317097754656,
|
| 65 |
+
"eval_recall": 0.8564971751412429,
|
| 66 |
+
"eval_runtime": 1.8903,
|
| 67 |
+
"eval_samples_per_second": 936.352,
|
| 68 |
+
"eval_steps_per_second": 7.406,
|
| 69 |
+
"step": 280
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 6.0,
|
| 73 |
+
"eval_accuracy": 0.8508474576271187,
|
| 74 |
+
"eval_f1": 0.8507729476716981,
|
| 75 |
+
"eval_loss": 0.4181285500526428,
|
| 76 |
+
"eval_precision": 0.8513274224982177,
|
| 77 |
+
"eval_recall": 0.8508474576271187,
|
| 78 |
+
"eval_runtime": 1.8867,
|
| 79 |
+
"eval_samples_per_second": 938.139,
|
| 80 |
+
"eval_steps_per_second": 7.42,
|
| 81 |
+
"step": 336
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 7.0,
|
| 85 |
+
"eval_accuracy": 0.8502824858757062,
|
| 86 |
+
"eval_f1": 0.8502669536796478,
|
| 87 |
+
"eval_loss": 0.4214802384376526,
|
| 88 |
+
"eval_precision": 0.8505908206321785,
|
| 89 |
+
"eval_recall": 0.8502824858757062,
|
| 90 |
+
"eval_runtime": 1.9061,
|
| 91 |
+
"eval_samples_per_second": 928.618,
|
| 92 |
+
"eval_steps_per_second": 7.345,
|
| 93 |
+
"step": 392
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 8.0,
|
| 97 |
+
"eval_accuracy": 0.8536723163841808,
|
| 98 |
+
"eval_f1": 0.8536290937217372,
|
| 99 |
+
"eval_loss": 0.42303475737571716,
|
| 100 |
+
"eval_precision": 0.8539268289850389,
|
| 101 |
+
"eval_recall": 0.8536723163841808,
|
| 102 |
+
"eval_runtime": 1.8896,
|
| 103 |
+
"eval_samples_per_second": 936.69,
|
| 104 |
+
"eval_steps_per_second": 7.409,
|
| 105 |
+
"step": 448
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 8.928571428571429,
|
| 109 |
+
"grad_norm": 3.3562204837799072,
|
| 110 |
+
"learning_rate": 2.1428571428571427e-06,
|
| 111 |
+
"loss": 0.3421,
|
| 112 |
+
"step": 500
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"epoch": 9.0,
|
| 116 |
+
"eval_accuracy": 0.8531073446327684,
|
| 117 |
+
"eval_f1": 0.8530482335798589,
|
| 118 |
+
"eval_loss": 0.42434096336364746,
|
| 119 |
+
"eval_precision": 0.8534799563816656,
|
| 120 |
+
"eval_recall": 0.8531073446327684,
|
| 121 |
+
"eval_runtime": 1.8787,
|
| 122 |
+
"eval_samples_per_second": 942.117,
|
| 123 |
+
"eval_steps_per_second": 7.452,
|
| 124 |
+
"step": 504
|
| 125 |
+
},
|
| 126 |
+
{
|
| 127 |
+
"epoch": 10.0,
|
| 128 |
+
"eval_accuracy": 0.8531073446327684,
|
| 129 |
+
"eval_f1": 0.8530902740380235,
|
| 130 |
+
"eval_loss": 0.42681607604026794,
|
| 131 |
+
"eval_precision": 0.8531799918482982,
|
| 132 |
+
"eval_recall": 0.8531073446327684,
|
| 133 |
+
"eval_runtime": 1.8871,
|
| 134 |
+
"eval_samples_per_second": 937.958,
|
| 135 |
+
"eval_steps_per_second": 7.419,
|
| 136 |
+
"step": 560
|
| 137 |
+
}
|
| 138 |
+
],
|
| 139 |
+
"logging_steps": 500,
|
| 140 |
+
"max_steps": 560,
|
| 141 |
+
"num_input_tokens_seen": 0,
|
| 142 |
+
"num_train_epochs": 10,
|
| 143 |
+
"save_steps": 500,
|
| 144 |
+
"stateful_callbacks": {
|
| 145 |
+
"TrainerControl": {
|
| 146 |
+
"args": {
|
| 147 |
+
"should_epoch_stop": false,
|
| 148 |
+
"should_evaluate": false,
|
| 149 |
+
"should_log": false,
|
| 150 |
+
"should_save": true,
|
| 151 |
+
"should_training_stop": true
|
| 152 |
+
},
|
| 153 |
+
"attributes": {}
|
| 154 |
+
}
|
| 155 |
+
},
|
| 156 |
+
"total_flos": 995766400116240.0,
|
| 157 |
+
"train_batch_size": 128,
|
| 158 |
+
"trial_name": null,
|
| 159 |
+
"trial_params": null
|
| 160 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e364e43838ae9aa9c6aee005033b08d7ce8771874b8cdb8dc2757d426569776
|
| 3 |
+
size 5176
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|