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-base",
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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": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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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": 12,
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"num_hidden_layers": 12,
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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": 768,
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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 sha256:6ad081c6314477288e34864a786c1ecc2ead4fc02e85502ba4eb0e8a420f5f24
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size 556799560
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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": 7.576278209686279,
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"learning_rate": 1.8333333333333333e-05,
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"loss": 0.5455,
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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": 0.8744411211495174,
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"eval_pet_accuracy": 0.7875,
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"eval_pet_f1": 0.6413502109704642,
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"eval_pet_loss": 0.40357428789138794,
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"eval_pet_macro_f1": 0.7451866507783049,
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"eval_pet_micro_f1": 0.7875,
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"eval_pet_precision": 0.6129032258064516,
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"eval_pet_recall": 0.672566371681416,
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"eval_pet_runtime": 0.4329,
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"eval_pet_samples_per_second": 924.048,
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"eval_pet_specificity": 0.8327526132404182,
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"eval_pet_steps_per_second": 2.31,
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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": 7.2780537605285645,
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"learning_rate": 1.6666666666666667e-05,
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"loss": 0.3767,
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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": 0.9009589590206901,
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"eval_pet_accuracy": 0.81,
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"eval_pet_f1": 0.6935483870967742,
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"eval_pet_loss": 0.3708844780921936,
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"eval_pet_macro_f1": 0.7779336138382422,
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"eval_pet_micro_f1": 0.81,
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"eval_pet_precision": 0.6370370370370371,
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"eval_pet_recall": 0.7610619469026548,
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"eval_pet_runtime": 0.4373,
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"eval_pet_samples_per_second": 914.609,
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"eval_pet_specificity": 0.8292682926829268,
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"eval_pet_steps_per_second": 2.287,
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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": 38324699904000.0,
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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 sha256:75165ed46ad9ff161917859a5f4064580d3dc749becc3cf672a988710e00d3bc
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size 5432
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