Upload 7 files
Browse files- config.json +42 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +96 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "m-polignano-uniba/bert_uncased_L-12_H-768_A-12_italian_alb3rt0",
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"architectures": [
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"BertForSequenceClassification"
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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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"directionality": "bidi",
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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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"id2label": {
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"0": "opos",
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"1": "oneg",
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"2": "neutral"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"neutral": 2,
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"oneg": 1,
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"opos": 0
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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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_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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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": "4.41.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 128000
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b6d879f0b6908423a11beb32d2047d0d082583118245ccd87e83de309a47bb2e
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size 1474949370
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:2143fe3b7e1951f0c04f804f467f28c71e22475e8fd01f64a1030ac34719d696
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size 737459438
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:6c3682429541cdfcd0fb02189c7dfaf1302c413c5cea42ffd84b55726ff4fcc9
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:294a2cbc9f8d1f1da5a37e31d9fe1a8765e61888c57d0937b3de64f71d5bbbc2
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size 1064
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trainer_state.json
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{
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"best_metric": 0.28317779302597046,
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"best_model_checkpoint": "./model_sentiment/checkpoint-1300",
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"epoch": 3.0,
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"eval_steps": 500,
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"global_step": 1950,
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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": 7.652286529541016,
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"learning_rate": 1.866666666666667e-05,
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"loss": 0.4381,
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"step": 650
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.7561327561327561,
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"eval_f1": 0.8001123753336142,
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"eval_f1_macro": 0.7961336354425609,
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"eval_loss": 0.3537029027938843,
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"eval_runtime": 6.6113,
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"eval_samples_per_second": 524.102,
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"eval_steps_per_second": 32.823,
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"step": 650
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},
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{
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"epoch": 2.0,
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"grad_norm": 13.353829383850098,
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"learning_rate": 1.7333333333333336e-05,
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"loss": 0.2336,
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"step": 1300
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.8207792207792208,
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"eval_f1": 0.8560773480662983,
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"eval_f1_macro": 0.853074547088536,
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"eval_loss": 0.28317779302597046,
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"eval_runtime": 6.6046,
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"eval_samples_per_second": 524.635,
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"eval_steps_per_second": 32.856,
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"step": 1300
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},
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{
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"epoch": 3.0,
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"grad_norm": 29.17078971862793,
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"learning_rate": 1.6000000000000003e-05,
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"loss": 0.1322,
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"step": 1950
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.8421356421356422,
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"eval_f1": 0.8724869182043515,
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"eval_f1_macro": 0.8692950229330473,
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"eval_loss": 0.2874596118927002,
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"eval_runtime": 6.5966,
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"step": 1950
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}
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],
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"logging_steps": 500,
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"max_steps": 9750,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 15,
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"save_steps": 500,
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"stateful_callbacks": {
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"EarlyStoppingCallback": {
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"args": {
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"early_stopping_patience": 3,
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"early_stopping_threshold": 0.0
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},
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"attributes": {
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"early_stopping_patience_counter": 0
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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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"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": 2050903312835328.0,
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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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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 5048
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