Text Classification
Transformers
TensorBoard
Safetensors
bert
glue
rte
max_length_128
dropout_0.4
Generated from Trainer
text-embeddings-inference
Instructions to use ipeksnmz/bert-base-uncased-finetuned-rte-run_3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ipeksnmz/bert-base-uncased-finetuned-rte-run_3 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="ipeksnmz/bert-base-uncased-finetuned-rte-run_3")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("ipeksnmz/bert-base-uncased-finetuned-rte-run_3") model = AutoModelForSequenceClassification.from_pretrained("ipeksnmz/bert-base-uncased-finetuned-rte-run_3", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- model.safetensors +1 -1
- run-5/checkpoint-156/model.safetensors +1 -1
- run-5/checkpoint-156/optimizer.pt +1 -1
- run-5/checkpoint-156/scheduler.pt +1 -1
- run-5/checkpoint-156/trainer_state.json +17 -17
- run-5/checkpoint-156/training_args.bin +1 -1
- run-5/checkpoint-234/config.json +26 -0
- run-5/checkpoint-234/model.safetensors +3 -0
- run-5/checkpoint-234/optimizer.pt +3 -0
- run-5/checkpoint-234/rng_state.pth +3 -0
- run-5/checkpoint-234/scheduler.pt +3 -0
- run-5/checkpoint-234/special_tokens_map.json +7 -0
- run-5/checkpoint-234/tokenizer.json +0 -0
- run-5/checkpoint-234/tokenizer_config.json +56 -0
- run-5/checkpoint-234/trainer_state.json +67 -0
- run-5/checkpoint-234/training_args.bin +3 -0
- run-5/checkpoint-234/vocab.txt +0 -0
- run-7/checkpoint-39/model.safetensors +1 -1
- run-7/checkpoint-39/optimizer.pt +1 -1
- run-7/checkpoint-39/rng_state.pth +1 -1
- run-7/checkpoint-39/scheduler.pt +1 -1
- run-7/checkpoint-39/trainer_state.json +11 -11
- run-7/checkpoint-39/training_args.bin +1 -1
- runs/Apr07_19-56-35_578d22db0b7b/events.out.tfevents.1744056646.578d22db0b7b.632.8 +3 -0
- runs/Apr07_19-56-35_578d22db0b7b/events.out.tfevents.1744056663.578d22db0b7b.632.9 +3 -0
- training_args.bin +1 -1
model.safetensors
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run-5/checkpoint-156/optimizer.pt
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run-5/checkpoint-156/trainer_state.json
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{
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"best_global_step": 156,
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"best_metric": 0.
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"best_model_checkpoint": "bert-base-uncased-finetuned-rte-run_3/run-5/checkpoint-156",
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"epoch": 2.0,
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"eval_steps": 500,
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"epoch": 1.0,
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"step": 78
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{
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"epoch": 2.0,
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"step": 156
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"logging_steps": 500,
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"max_steps":
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"num_input_tokens_seen": 0,
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"num_train_epochs":
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"save_steps": 500,
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"stateful_callbacks": {
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"TrainerControl": {
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"should_evaluate": false,
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"should_log": false,
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"should_training_stop":
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"attributes": {}
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"train_batch_size": 32,
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"trial_name": null,
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"trial_params": {
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"dropout": 0.
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"learning_rate":
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"max_length":
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"num_train_epochs":
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"per_device_train_batch_size": 32
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}
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{
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"best_global_step": 156,
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"best_metric": 0.6028880866425993,
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"best_model_checkpoint": "bert-base-uncased-finetuned-rte-run_3/run-5/checkpoint-156",
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"epoch": 2.0,
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"eval_steps": 500,
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{
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"epoch": 1.0,
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"eval_accuracy": 0.5595667870036101,
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"eval_loss": 0.6858518123626709,
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"eval_runtime": 0.4624,
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"eval_samples_per_second": 599.013,
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"eval_steps_per_second": 19.463,
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"step": 78
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{
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"epoch": 2.0,
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"eval_accuracy": 0.6028880866425993,
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"eval_loss": 0.6532068252563477,
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"eval_runtime": 0.4681,
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"eval_samples_per_second": 591.766,
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"eval_steps_per_second": 19.227,
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"step": 156
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}
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],
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"logging_steps": 500,
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"max_steps": 234,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 3,
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"save_steps": 500,
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"stateful_callbacks": {
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"TrainerControl": {
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": false
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},
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"attributes": {}
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"train_batch_size": 32,
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"trial_name": null,
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"trial_params": {
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"learning_rate": 1.8075217428758282e-05,
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"max_length": 64,
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"num_train_epochs": 3,
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"per_device_train_batch_size": 32
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}
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}
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run-5/checkpoint-156/training_args.bin
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run-5/checkpoint-234/config.json
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{
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.50.3",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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}
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run-5/checkpoint-234/model.safetensors
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run-5/checkpoint-234/optimizer.pt
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run-5/checkpoint-234/rng_state.pth
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run-5/checkpoint-234/scheduler.pt
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size 1064
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run-5/checkpoint-234/special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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run-5/checkpoint-234/tokenizer.json
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run-5/checkpoint-234/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"100": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"101": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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| 26 |
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},
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"102": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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| 34 |
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},
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"103": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"clean_up_tokenization_spaces": false,
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"cls_token": "[CLS]",
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"do_lower_case": true,
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"extra_special_tokens": {},
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| 48 |
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"mask_token": "[MASK]",
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| 49 |
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"model_max_length": 512,
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"pad_token": "[PAD]",
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| 51 |
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"sep_token": "[SEP]",
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| 52 |
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"strip_accents": null,
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| 53 |
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"tokenize_chinese_chars": true,
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| 54 |
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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}
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run-5/checkpoint-234/trainer_state.json
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{
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"best_global_step": 234,
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| 3 |
+
"best_metric": 0.631768953068592,
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| 4 |
+
"best_model_checkpoint": "bert-base-uncased-finetuned-rte-run_3/run-5/checkpoint-234",
|
| 5 |
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"epoch": 3.0,
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| 6 |
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"eval_steps": 500,
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| 7 |
+
"global_step": 234,
|
| 8 |
+
"is_hyper_param_search": true,
|
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