Training in progress, epoch 1
Browse files- model.safetensors +1 -1
- run-12/checkpoint-156/config.json +26 -0
- run-12/checkpoint-156/model.safetensors +3 -0
- run-12/checkpoint-156/optimizer.pt +3 -0
- run-12/checkpoint-156/rng_state.pth +3 -0
- run-12/checkpoint-156/scheduler.pt +3 -0
- run-12/checkpoint-156/special_tokens_map.json +7 -0
- run-12/checkpoint-156/tokenizer.json +0 -0
- run-12/checkpoint-156/tokenizer_config.json +56 -0
- run-12/checkpoint-156/trainer_state.json +58 -0
- run-12/checkpoint-156/training_args.bin +3 -0
- run-12/checkpoint-156/vocab.txt +0 -0
- run-12/checkpoint-234/config.json +26 -0
- run-12/checkpoint-234/model.safetensors +3 -0
- run-12/checkpoint-234/optimizer.pt +3 -0
- run-12/checkpoint-234/rng_state.pth +3 -0
- run-12/checkpoint-234/scheduler.pt +3 -0
- run-12/checkpoint-234/special_tokens_map.json +7 -0
- run-12/checkpoint-234/tokenizer.json +0 -0
- run-12/checkpoint-234/tokenizer_config.json +56 -0
- run-12/checkpoint-234/trainer_state.json +67 -0
- run-12/checkpoint-234/training_args.bin +3 -0
- run-12/checkpoint-234/vocab.txt +0 -0
- run-15/checkpoint-78/config.json +26 -0
- run-15/checkpoint-78/model.safetensors +3 -0
- run-15/checkpoint-78/optimizer.pt +3 -0
- run-15/checkpoint-78/rng_state.pth +3 -0
- run-15/checkpoint-78/scheduler.pt +3 -0
- run-15/checkpoint-78/special_tokens_map.json +7 -0
- run-15/checkpoint-78/tokenizer.json +0 -0
- run-15/checkpoint-78/tokenizer_config.json +56 -0
- run-15/checkpoint-78/trainer_state.json +49 -0
- run-15/checkpoint-78/training_args.bin +3 -0
- run-15/checkpoint-78/vocab.txt +0 -0
- runs/Apr07_10-59-04_d0bdfe9fd409/events.out.tfevents.1744025240.d0bdfe9fd409.3962.15 +3 -0
- runs/Apr07_10-59-04_d0bdfe9fd409/events.out.tfevents.1744025260.d0bdfe9fd409.3962.16 +3 -0
- runs/Apr07_10-59-04_d0bdfe9fd409/events.out.tfevents.1744025280.d0bdfe9fd409.3962.17 +3 -0
- training_args.bin +1 -1
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 437958648
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4bcaf71e1780dfcffe181a59a81cf521444c462461eea2bd4b24d418622c9d84
|
| 3 |
size 437958648
|
run-12/checkpoint-156/config.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"gradient_checkpointing": false,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"intermediate_size": 3072,
|
| 13 |
+
"layer_norm_eps": 1e-12,
|
| 14 |
+
"max_position_embeddings": 512,
|
| 15 |
+
"model_type": "bert",
|
| 16 |
+
"num_attention_heads": 12,
|
| 17 |
+
"num_hidden_layers": 12,
|
| 18 |
+
"pad_token_id": 0,
|
| 19 |
+
"position_embedding_type": "absolute",
|
| 20 |
+
"problem_type": "single_label_classification",
|
| 21 |
+
"torch_dtype": "float32",
|
| 22 |
+
"transformers_version": "4.50.3",
|
| 23 |
+
"type_vocab_size": 2,
|
| 24 |
+
"use_cache": true,
|
| 25 |
+
"vocab_size": 30522
|
| 26 |
+
}
|
run-12/checkpoint-156/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:455c1fe01c21ad0b2709593066d649acc5c47af0033c10c47217733bec03d93b
|
| 3 |
+
size 437958648
|
run-12/checkpoint-156/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:350673653518c9178cb6b989b30c08facda540ea92c1d6ec216a8cf938c2840c
|
| 3 |
+
size 876038394
|
run-12/checkpoint-156/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c4a64755083f7633da1abd1de577e641d7084f1c57535fb19884090b3171beb5
|
| 3 |
+
size 14244
|
run-12/checkpoint-156/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e31c82696f5b84c01513c716c1a67107ef3051d11fdadf298f2fb81bc8e90388
|
| 3 |
+
size 1064
|
run-12/checkpoint-156/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 |
+
}
|
run-12/checkpoint-156/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-12/checkpoint-156/tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": false,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"extra_special_tokens": {},
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"pad_token": "[PAD]",
|
| 51 |
+
"sep_token": "[SEP]",
|
| 52 |
+
"strip_accents": null,
|
| 53 |
+
"tokenize_chinese_chars": true,
|
| 54 |
+
"tokenizer_class": "BertTokenizer",
|
| 55 |
+
"unk_token": "[UNK]"
|
| 56 |
+
}
|
run-12/checkpoint-156/trainer_state.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 78,
|
| 3 |
+
"best_metric": 0.6606498194945848,
|
| 4 |
+
"best_model_checkpoint": "bert-base-uncased-finetuned-rte-run_3/run-12/checkpoint-78",
|
| 5 |
+
"epoch": 2.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 156,
|
| 8 |
+
"is_hyper_param_search": true,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 1.0,
|
| 14 |
+
"eval_accuracy": 0.6606498194945848,
|
| 15 |
+
"eval_loss": 0.6413371562957764,
|
| 16 |
+
"eval_runtime": 0.6567,
|
| 17 |
+
"eval_samples_per_second": 421.822,
|
| 18 |
+
"eval_steps_per_second": 7.614,
|
| 19 |
+
"step": 78
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"epoch": 2.0,
|
| 23 |
+
"eval_accuracy": 0.631768953068592,
|
| 24 |
+
"eval_loss": 0.6564910411834717,
|
| 25 |
+
"eval_runtime": 0.6587,
|
| 26 |
+
"eval_samples_per_second": 420.504,
|
| 27 |
+
"eval_steps_per_second": 7.59,
|
| 28 |
+
"step": 156
|
| 29 |
+
}
|
| 30 |
+
],
|
| 31 |
+
"logging_steps": 500,
|
| 32 |
+
"max_steps": 234,
|
| 33 |
+
"num_input_tokens_seen": 0,
|
| 34 |
+
"num_train_epochs": 3,
|
| 35 |
+
"save_steps": 500,
|
| 36 |
+
"stateful_callbacks": {
|
| 37 |
+
"TrainerControl": {
|
| 38 |
+
"args": {
|
| 39 |
+
"should_epoch_stop": false,
|
| 40 |
+
"should_evaluate": false,
|
| 41 |
+
"should_log": false,
|
| 42 |
+
"should_save": true,
|
| 43 |
+
"should_training_stop": false
|
| 44 |
+
},
|
| 45 |
+
"attributes": {}
|
| 46 |
+
}
|
| 47 |
+
},
|
| 48 |
+
"total_flos": 0,
|
| 49 |
+
"train_batch_size": 32,
|
| 50 |
+
"trial_name": null,
|
| 51 |
+
"trial_params": {
|
| 52 |
+
"classifier_dropout": 0.19913678351398936,
|
| 53 |
+
"learning_rate": 4.296837445131292e-05,
|
| 54 |
+
"max_length": 512,
|
| 55 |
+
"num_train_epochs": 3,
|
| 56 |
+
"per_device_train_batch_size": 32
|
| 57 |
+
}
|
| 58 |
+
}
|
run-12/checkpoint-156/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4cf69cbe3cf1db64142e5987f9e7f18efe26a07c78fc005f0ec8c365714fd43e
|
| 3 |
+
size 5432
|
run-12/checkpoint-156/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-12/checkpoint-234/config.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"gradient_checkpointing": false,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"intermediate_size": 3072,
|
| 13 |
+
"layer_norm_eps": 1e-12,
|
| 14 |
+
"max_position_embeddings": 512,
|
| 15 |
+
"model_type": "bert",
|
| 16 |
+
"num_attention_heads": 12,
|
| 17 |
+
"num_hidden_layers": 12,
|
| 18 |
+
"pad_token_id": 0,
|
| 19 |
+
"position_embedding_type": "absolute",
|
| 20 |
+
"problem_type": "single_label_classification",
|
| 21 |
+
"torch_dtype": "float32",
|
| 22 |
+
"transformers_version": "4.50.3",
|
| 23 |
+
"type_vocab_size": 2,
|
| 24 |
+
"use_cache": true,
|
| 25 |
+
"vocab_size": 30522
|
| 26 |
+
}
|
run-12/checkpoint-234/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0510d894fce50ebe3ff09724df9dde808dcc03a36866bdeac655c6c698accb87
|
| 3 |
+
size 437958648
|
run-12/checkpoint-234/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6d9942fbcfe46260d6440b9641d2a4c6790c92a86d6838f6e96e8c71eca1c7c6
|
| 3 |
+
size 876038394
|
run-12/checkpoint-234/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1a1bc48d819eb79a8f5fd91d99147914c98b62b1316d8be312ce4a6ce90c4038
|
| 3 |
+
size 14244
|
run-12/checkpoint-234/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0621c6f62f3075bcd6aa3474371b10c82aa838f24fe6e9747432c1980955dafe
|
| 3 |
+
size 1064
|
run-12/checkpoint-234/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 |
+
}
|
run-12/checkpoint-234/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-12/checkpoint-234/tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": false,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"extra_special_tokens": {},
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"pad_token": "[PAD]",
|
| 51 |
+
"sep_token": "[SEP]",
|
| 52 |
+
"strip_accents": null,
|
| 53 |
+
"tokenize_chinese_chars": true,
|
| 54 |
+
"tokenizer_class": "BertTokenizer",
|
| 55 |
+
"unk_token": "[UNK]"
|
| 56 |
+
}
|
run-12/checkpoint-234/trainer_state.json
ADDED
|
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 234,
|
| 3 |
+
"best_metric": 0.6642599277978339,
|
| 4 |
+
"best_model_checkpoint": "bert-base-uncased-finetuned-rte-run_3/run-12/checkpoint-234",
|
| 5 |
+
"epoch": 3.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 234,
|
| 8 |
+
"is_hyper_param_search": true,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 1.0,
|
| 14 |
+
"eval_accuracy": 0.6606498194945848,
|
| 15 |
+
"eval_loss": 0.6413371562957764,
|
| 16 |
+
"eval_runtime": 0.6567,
|
| 17 |
+
"eval_samples_per_second": 421.822,
|
| 18 |
+
"eval_steps_per_second": 7.614,
|
| 19 |
+
"step": 78
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"epoch": 2.0,
|
| 23 |
+
"eval_accuracy": 0.631768953068592,
|
| 24 |
+
"eval_loss": 0.6564910411834717,
|
| 25 |
+
"eval_runtime": 0.6587,
|
| 26 |
+
"eval_samples_per_second": 420.504,
|
| 27 |
+
"eval_steps_per_second": 7.59,
|
| 28 |
+
"step": 156
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"epoch": 3.0,
|
| 32 |
+
"eval_accuracy": 0.6642599277978339,
|
| 33 |
+
"eval_loss": 0.769026517868042,
|
| 34 |
+
"eval_runtime": 0.6562,
|
| 35 |
+
"eval_samples_per_second": 422.156,
|
| 36 |
+
"eval_steps_per_second": 7.62,
|
| 37 |
+
"step": 234
|
| 38 |
+
}
|
| 39 |
+
],
|
| 40 |
+
"logging_steps": 500,
|
| 41 |
+
"max_steps": 234,
|
| 42 |
+
"num_input_tokens_seen": 0,
|
| 43 |
+
"num_train_epochs": 3,
|
| 44 |
+
"save_steps": 500,
|
| 45 |
+
"stateful_callbacks": {
|
| 46 |
+
"TrainerControl": {
|
| 47 |
+
"args": {
|
| 48 |
+
"should_epoch_stop": false,
|
| 49 |
+
"should_evaluate": false,
|
| 50 |
+
"should_log": false,
|
| 51 |
+
"should_save": true,
|
| 52 |
+
"should_training_stop": true
|
| 53 |
+
},
|
| 54 |
+
"attributes": {}
|
| 55 |
+
}
|
| 56 |
+
},
|
| 57 |
+
"total_flos": 0,
|
| 58 |
+
"train_batch_size": 32,
|
| 59 |
+
"trial_name": null,
|
| 60 |
+
"trial_params": {
|
| 61 |
+
"classifier_dropout": 0.19913678351398936,
|
| 62 |
+
"learning_rate": 4.296837445131292e-05,
|
| 63 |
+
"max_length": 512,
|
| 64 |
+
"num_train_epochs": 3,
|
| 65 |
+
"per_device_train_batch_size": 32
|
| 66 |
+
}
|
| 67 |
+
}
|
run-12/checkpoint-234/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4cf69cbe3cf1db64142e5987f9e7f18efe26a07c78fc005f0ec8c365714fd43e
|
| 3 |
+
size 5432
|
run-12/checkpoint-234/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-15/checkpoint-78/config.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"gradient_checkpointing": false,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"intermediate_size": 3072,
|
| 13 |
+
"layer_norm_eps": 1e-12,
|
| 14 |
+
"max_position_embeddings": 512,
|
| 15 |
+
"model_type": "bert",
|
| 16 |
+
"num_attention_heads": 12,
|
| 17 |
+
"num_hidden_layers": 12,
|
| 18 |
+
"pad_token_id": 0,
|
| 19 |
+
"position_embedding_type": "absolute",
|
| 20 |
+
"problem_type": "single_label_classification",
|
| 21 |
+
"torch_dtype": "float32",
|
| 22 |
+
"transformers_version": "4.50.3",
|
| 23 |
+
"type_vocab_size": 2,
|
| 24 |
+
"use_cache": true,
|
| 25 |
+
"vocab_size": 30522
|
| 26 |
+
}
|
run-15/checkpoint-78/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4bcaf71e1780dfcffe181a59a81cf521444c462461eea2bd4b24d418622c9d84
|
| 3 |
+
size 437958648
|
run-15/checkpoint-78/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dfb9f678b747da80dae933658dbe92a925c16f25d7d87981c73cdc03f3b7eecc
|
| 3 |
+
size 876038394
|
run-15/checkpoint-78/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e5ab796df965c74c106f46f16854d55804fecfe14c1d69ae73ebe7269fc9ed28
|
| 3 |
+
size 14244
|
run-15/checkpoint-78/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a7326a6f3ae575a0b4b4a7ba7b0a239e797d392a28fd732800ba257fe7722dce
|
| 3 |
+
size 1064
|
run-15/checkpoint-78/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 |
+
}
|
run-15/checkpoint-78/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-15/checkpoint-78/tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": false,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"extra_special_tokens": {},
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"pad_token": "[PAD]",
|
| 51 |
+
"sep_token": "[SEP]",
|
| 52 |
+
"strip_accents": null,
|
| 53 |
+
"tokenize_chinese_chars": true,
|
| 54 |
+
"tokenizer_class": "BertTokenizer",
|
| 55 |
+
"unk_token": "[UNK]"
|
| 56 |
+
}
|
run-15/checkpoint-78/trainer_state.json
ADDED
|
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 78,
|
| 3 |
+
"best_metric": 0.6498194945848376,
|
| 4 |
+
"best_model_checkpoint": "bert-base-uncased-finetuned-rte-run_3/run-15/checkpoint-78",
|
| 5 |
+
"epoch": 1.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 78,
|
| 8 |
+
"is_hyper_param_search": true,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 1.0,
|
| 14 |
+
"eval_accuracy": 0.6498194945848376,
|
| 15 |
+
"eval_loss": 0.6520236730575562,
|
| 16 |
+
"eval_runtime": 0.6553,
|
| 17 |
+
"eval_samples_per_second": 422.697,
|
| 18 |
+
"eval_steps_per_second": 7.63,
|
| 19 |
+
"step": 78
|
| 20 |
+
}
|
| 21 |
+
],
|
| 22 |
+
"logging_steps": 500,
|
| 23 |
+
"max_steps": 312,
|
| 24 |
+
"num_input_tokens_seen": 0,
|
| 25 |
+
"num_train_epochs": 4,
|
| 26 |
+
"save_steps": 500,
|
| 27 |
+
"stateful_callbacks": {
|
| 28 |
+
"TrainerControl": {
|
| 29 |
+
"args": {
|
| 30 |
+
"should_epoch_stop": false,
|
| 31 |
+
"should_evaluate": false,
|
| 32 |
+
"should_log": false,
|
| 33 |
+
"should_save": true,
|
| 34 |
+
"should_training_stop": false
|
| 35 |
+
},
|
| 36 |
+
"attributes": {}
|
| 37 |
+
}
|
| 38 |
+
},
|
| 39 |
+
"total_flos": 0,
|
| 40 |
+
"train_batch_size": 32,
|
| 41 |
+
"trial_name": null,
|
| 42 |
+
"trial_params": {
|
| 43 |
+
"classifier_dropout": 0.25486425341149616,
|
| 44 |
+
"learning_rate": 4.1246175140413976e-05,
|
| 45 |
+
"max_length": 512,
|
| 46 |
+
"num_train_epochs": 4,
|
| 47 |
+
"per_device_train_batch_size": 32
|
| 48 |
+
}
|
| 49 |
+
}
|
run-15/checkpoint-78/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4b434855a287b719c5d235950a64bd30b0a88e8e2ae793dad99af6f50d0db8dc
|
| 3 |
+
size 5432
|
run-15/checkpoint-78/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/Apr07_10-59-04_d0bdfe9fd409/events.out.tfevents.1744025240.d0bdfe9fd409.3962.15
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d18ca97b0c043cf0e4e5fa659abb65a2167f48865a412a1cbf4505d4d59f2125
|
| 3 |
+
size 5419
|
runs/Apr07_10-59-04_d0bdfe9fd409/events.out.tfevents.1744025260.d0bdfe9fd409.3962.16
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2749bddb9ef9bffc1f349eb27ee90ef515689907821db2b8c4a8363dfd9ffee8
|
| 3 |
+
size 5425
|
runs/Apr07_10-59-04_d0bdfe9fd409/events.out.tfevents.1744025280.d0bdfe9fd409.3962.17
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:639adcf9f05f75fbca90899f1858c4cccba326300bf2e732bded8f1400721a7a
|
| 3 |
+
size 6742
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5432
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4b434855a287b719c5d235950a64bd30b0a88e8e2ae793dad99af6f50d0db8dc
|
| 3 |
size 5432
|