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Browse files- checkpoints/checkpoint-373/config.json +38 -0
- checkpoints/checkpoint-373/model.safetensors +3 -0
- checkpoints/checkpoint-373/optimizer.pt +3 -0
- checkpoints/checkpoint-373/rng_state.pth +3 -0
- checkpoints/checkpoint-373/scaler.pt +3 -0
- checkpoints/checkpoint-373/scheduler.pt +3 -0
- checkpoints/checkpoint-373/tokenizer.json +0 -0
- checkpoints/checkpoint-373/tokenizer_config.json +17 -0
- checkpoints/checkpoint-373/trainer_state.json +53 -0
- checkpoints/checkpoint-373/training_args.bin +3 -0
checkpoints/checkpoint-373/config.json
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{
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"add_cross_attention": false,
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"dtype": "float32",
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"eos_token_id": 2,
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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": "benign",
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"1": "malicious"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"is_decoder": false,
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"label2id": {
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"benign": 0,
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"malicious": 1
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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"pad_token_id": 1,
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"problem_type": "single_label_classification",
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"tie_word_embeddings": true,
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"transformers_version": "5.12.1",
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"type_vocab_size": 1,
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"use_cache": false,
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"vocab_size": 50265
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}
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checkpoints/checkpoint-373/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:486b995644901b558a11665afed2cc6857967543037961148c17b8994eaa915e
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size 498612824
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checkpoints/checkpoint-373/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 997345931
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checkpoints/checkpoint-373/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14645
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checkpoints/checkpoint-373/scaler.pt
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version https://git-lfs.github.com/spec/v1
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size 1383
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checkpoints/checkpoint-373/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 1465
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checkpoints/checkpoint-373/tokenizer.json
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checkpoints/checkpoint-373/tokenizer_config.json
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{
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"add_prefix_space": false,
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"backend": "tokenizers",
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"is_local": false,
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"local_files_only": false,
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"mask_token": "<mask>",
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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"unk_token": "<unk>"
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}
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checkpoints/checkpoint-373/trainer_state.json
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{
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"best_global_step": 373,
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"best_metric": 0.8898085876875323,
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"best_model_checkpoint": "/kaggle/working/outputs/codebert-all-combined/microsoft-codebert-base/checkpoint-373",
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"epoch": 1.0,
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"eval_steps": 500,
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"global_step": 373,
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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": 8.451900482177734,
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"learning_rate": 1.3351206434316355e-05,
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"loss": 3.253069430190181,
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"step": 373
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.8352668213457076,
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"eval_f1": 0.8898085876875323,
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"eval_loss": 0.5276884436607361,
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"eval_precision": 0.8143939393939394,
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"eval_recall": 0.9806157354618016,
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"eval_runtime": 26.2521,
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"eval_samples_per_second": 49.253,
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"eval_steps_per_second": 3.085,
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"step": 373
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}
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],
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"logging_steps": 500,
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"max_steps": 1119,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 3,
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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": 3134178891448320.0,
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"train_batch_size": 8,
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"trial_name": null,
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"trial_params": null
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}
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checkpoints/checkpoint-373/training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 5201
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