Training in progress, epoch 1, checkpoint
Browse files
checkpoint-100/config.json
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{
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"_name_or_path": "microsoft/deberta-large",
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"architectures": [
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"DebertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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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-07,
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"legacy": true,
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"max_position_embeddings": 512,
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"max_relative_positions": -1,
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"model_type": "deberta",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"pad_token_id": 0,
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"pooler_dropout": 0,
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"pooler_hidden_act": "gelu",
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"pooler_hidden_size": 1024,
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"pos_att_type": [
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"c2p",
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"p2c"
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],
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"position_biased_input": false,
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"relative_attention": true,
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"torch_dtype": "float32",
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"transformers_version": "4.48.3",
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"type_vocab_size": 0,
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"vocab_size": 50265
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}
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checkpoint-100/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:4a065b78f53f6c4db47a4c8c31c78b26ad3a84a44debc843a4211362c7108a07
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size 1624907048
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checkpoint-100/trainer_state.json
ADDED
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 1.0,
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"eval_steps": 50,
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"global_step": 100,
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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": 0.5,
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"grad_norm": 6.080199718475342,
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"learning_rate": 1.8333333333333333e-05,
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"loss": 0.5304,
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"step": 50
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},
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{
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"epoch": 0.5,
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"eval_pet_AUC": 0.8846723646723647,
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"eval_pet_accuracy": 0.825,
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"eval_pet_f1": 0.7569444444444444,
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"eval_pet_loss": 0.4055028557777405,
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"eval_pet_macro_f1": 0.8101128472222222,
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"eval_pet_micro_f1": 0.825,
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"eval_pet_precision": 0.689873417721519,
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"eval_pet_recall": 0.8384615384615385,
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"eval_pet_runtime": 0.9669,
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"eval_pet_samples_per_second": 413.704,
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"eval_pet_specificity": 0.8185185185185185,
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"eval_pet_steps_per_second": 1.034,
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"step": 50
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},
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{
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"epoch": 1.0,
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"grad_norm": 7.429731369018555,
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"learning_rate": 1.6666666666666667e-05,
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"loss": 0.4825,
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"step": 100
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},
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{
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"epoch": 1.0,
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"eval_pet_AUC": 0.9121652421652421,
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"eval_pet_accuracy": 0.8325,
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"eval_pet_f1": 0.7598566308243727,
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"eval_pet_loss": 0.35728055238723755,
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"eval_pet_macro_f1": 0.8156288912279253,
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"eval_pet_micro_f1": 0.8325,
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"eval_pet_precision": 0.7114093959731543,
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"eval_pet_recall": 0.8153846153846154,
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"eval_pet_runtime": 0.9571,
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"eval_pet_samples_per_second": 417.916,
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"eval_pet_specificity": 0.8407407407407408,
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"eval_pet_steps_per_second": 1.045,
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"step": 100
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}
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],
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"logging_steps": 50,
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"max_steps": 600,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 6,
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"save_steps": 500,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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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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}
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},
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"total_flos": 135818773248000.0,
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"train_batch_size": 16,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-100/training_args.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:0764263474b97260fc37ee4a274e139015dd761304086c91f05087cd69a8986e
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size 5432
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