Upload 7 files
Browse files- config.json +32 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +52 -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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"initializer_range": 0.02,
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"intermediate_size": 3072,
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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": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.30.2",
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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 sha256:62d71cbae98163f308e152edbc31a7565d134e56e1de77d5e0c8f823e7c3ad8f
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size 1474893434
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:1dad1140f937bb9887a116d2f8039b4e75b388bf34b3b3a66b649e04e159f192
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size 737460786
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:457c49253b9b92b63a130a6dc2d7efe1d5eeada448dfbac9bc758a2e14c9a8be
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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:bf677490bc29bda7e9b654326d544c6a70dc525805474ea7ce1e9b97d7c12354
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size 1064
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trainer_state.json
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{
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"best_metric": 0.0020041936077177525,
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"best_model_checkpoint": "./model_irony/checkpoint-900",
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"epoch": 2.0,
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"global_step": 900,
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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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"learning_rate": 1.866666666666667e-05,
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"loss": 0.0022,
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"step": 450
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.730349344978166,
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"eval_f1": 0.7263157894736844,
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"eval_loss": 0.002291674492880702,
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"eval_precision": 0.7373453318335208,
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"eval_recall": 0.7156113537117904,
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"eval_runtime": 5.5801,
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"eval_samples_per_second": 656.615,
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"eval_steps_per_second": 41.038,
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"step": 450
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},
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{
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"epoch": 2.0,
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"learning_rate": 1.7333333333333336e-05,
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"loss": 0.0004,
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"step": 900
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.7516375545851528,
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"eval_f1": 0.7462353597322923,
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"eval_loss": 0.0020041936077177525,
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"eval_precision": 0.7628278221208666,
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"eval_recall": 0.730349344978166,
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"eval_runtime": 5.635,
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"eval_samples_per_second": 650.223,
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"eval_steps_per_second": 40.639,
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"step": 900
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}
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],
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"max_steps": 6750,
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"num_train_epochs": 15,
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"total_flos": 738972065640000.0,
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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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oid sha256:ca7f97a46664ee73521d43d504c0c1bcc12ac14f848a407eace8b5ba5f98cb19
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size 4344
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