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Browse files- checkpoint-1446/config.json +28 -0
- checkpoint-1446/model.safetensors +3 -0
- checkpoint-1446/optimizer.pt +3 -0
- checkpoint-1446/rng_state.pth +3 -0
- checkpoint-1446/scheduler.pt +3 -0
- checkpoint-1446/trainer_state.json +100 -0
- checkpoint-1446/training_args.bin +3 -0
- config.json +28 -0
- events.out.tfevents.1750251155.25e773d0c2b3.1041.0 +3 -0
- model.safetensors +3 -0
- test_dataset_____2.xlsx +0 -0
- training_args.bin +3 -0
checkpoint-1446/config.json
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{
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"architectures": [
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"XLMRobertaForSequenceClassification"
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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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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "xlm-roberta",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"output_past": true,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"problem_type": "multi_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.52.4",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 250002
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}
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checkpoint-1446/model.safetensors
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size 2239618672
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checkpoint-1446/optimizer.pt
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checkpoint-1446/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14244
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checkpoint-1446/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 1064
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checkpoint-1446/trainer_state.json
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{
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"best_global_step": 1446,
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"best_metric": 0.5801101922988892,
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"best_model_checkpoint": "/content/drive/MyDrive/modeling/checkpoint-1446",
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"epoch": 3.0,
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"eval_steps": 100,
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"global_step": 1446,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"grad_norm": 17.5683536529541,
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"learning_rate": 4.501037344398341e-06,
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"loss": 0.694,
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"step": 482
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.569055036344756,
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"eval_f1": 0.6687948922585794,
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"eval_loss": 0.6698787808418274,
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"eval_precision": 0.5491480996068152,
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"eval_recall": 0.8551020408163266,
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"eval_runtime": 20.8749,
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"eval_samples_per_second": 46.132,
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"eval_steps_per_second": 2.922,
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"step": 482
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},
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{
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"epoch": 2.0,
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"step": 964
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.6656282450674974,
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"step": 964
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{
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"epoch": 3.0,
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"step": 1446
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},
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{
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"epoch": 3.0,
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"eval_f1": 0.7336405529953917,
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"eval_loss": 0.5801101922988892,
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"eval_precision": 0.66890756302521,
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"eval_recall": 0.8122448979591836,
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"eval_runtime": 20.6212,
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"eval_samples_per_second": 46.699,
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"step": 1446
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}
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],
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"logging_steps": 100,
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"max_steps": 4820,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 10,
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"save_steps": 100,
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"stateful_callbacks": {
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"EarlyStoppingCallback": {
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"args": {
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"early_stopping_patience": 2,
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"early_stopping_threshold": 0.0
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},
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"attributes": {
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}
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},
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"attributes": {}
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}
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checkpoint-1446/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:b218aed1063e5eeb248859642ce46dc3690005cfad8237930658fa19f80c47d6
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size 5240
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config.json
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{
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"architectures": [
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"XLMRobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "xlm-roberta",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"output_past": true,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"problem_type": "multi_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.52.4",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 250002
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}
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events.out.tfevents.1750251155.25e773d0c2b3.1041.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:771c647ede9c4e68eea0917c0faa9070e113a0d0529304073d55a112f4e0d2ac
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size 4966
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:71b57f8dc201dbaf66b2fdde409c5767e708c9de901321079a93f7769e293409
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size 2239618672
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test_dataset_____2.xlsx
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Binary file (95.8 kB). View file
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:b218aed1063e5eeb248859642ce46dc3690005cfad8237930658fa19f80c47d6
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size 5240
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