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 sha256:3cfe070ab1c145ded9c4ae4e4233fafef97b8d3ba98fefb8e541385d7dd92ea4
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size 1624907048
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checkpoint-100/trainer_state.json
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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": 9.394545555114746,
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"learning_rate": 2.75e-05,
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"loss": 0.52,
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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": 0.9145265189137036,
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"eval_pet_accuracy": 0.845,
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"eval_pet_f1": 0.7703703703703704,
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"eval_pet_loss": 0.3643406927585602,
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"eval_pet_macro_f1": 0.8266946191474493,
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"eval_pet_micro_f1": 0.845,
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"eval_pet_precision": 0.7482014388489209,
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"eval_pet_recall": 0.7938931297709924,
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"eval_pet_runtime": 0.9635,
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"eval_pet_samples_per_second": 415.172,
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"eval_pet_specificity": 0.8698884758364313,
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"eval_pet_steps_per_second": 1.038,
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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": 6.517026901245117,
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"learning_rate": 2.5e-05,
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"loss": 0.4033,
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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": 0.9307017792786401,
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"eval_pet_accuracy": 0.85,
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"eval_pet_f1": 0.7744360902255639,
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"eval_pet_loss": 0.32512709498405457,
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"eval_pet_macro_f1": 0.831038269831883,
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"eval_pet_micro_f1": 0.85,
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"eval_pet_precision": 0.762962962962963,
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"eval_pet_recall": 0.7862595419847328,
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"eval_pet_runtime": 0.9568,
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"eval_pet_samples_per_second": 418.039,
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"eval_pet_specificity": 0.8810408921933085,
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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 sha256:782038bc3d4de4077e2809a63f4570c5ba00c054cf84c7f0402dfaeb26a11ccd
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size 5432
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