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:cfa23c0797c6d59bdfac12757f4b939e4bdc3298df3286d625304a160ae73812
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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": 4.128329277038574,
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"learning_rate": 9.166666666666666e-06,
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"loss": 0.5694,
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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": 0.877852385631619,
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"eval_pet_accuracy": 0.7775,
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"eval_pet_f1": 0.5898617511520737,
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"eval_pet_loss": 0.4617109000682831,
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"eval_pet_macro_f1": 0.7186015445297247,
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"eval_pet_micro_f1": 0.7775,
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"eval_pet_precision": 0.8533333333333334,
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"eval_pet_recall": 0.4507042253521127,
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"eval_pet_runtime": 0.434,
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"eval_pet_samples_per_second": 921.733,
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"eval_pet_specificity": 0.9573643410852714,
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"eval_pet_steps_per_second": 2.304,
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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": 6.654369354248047,
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"learning_rate": 8.333333333333334e-06,
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"loss": 0.4313,
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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": 0.9084779997816355,
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"eval_pet_accuracy": 0.815,
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"eval_pet_f1": 0.7086614173228346,
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"eval_pet_loss": 0.3827367424964905,
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"eval_pet_macro_f1": 0.7865651408958496,
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"eval_pet_micro_f1": 0.815,
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"eval_pet_precision": 0.8035714285714286,
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"eval_pet_recall": 0.6338028169014085,
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"eval_pet_runtime": 0.4369,
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"eval_pet_samples_per_second": 915.512,
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"eval_pet_specificity": 0.9147286821705426,
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"eval_pet_steps_per_second": 2.289,
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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:e32dc27c557e0f441bcd20b19146da9bd1fd47ccb03d8413c22d107b236c2a36
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size 5432
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