Final full upload: model files, checkpoints, evaluation results, logs, reports
Browse files- checkpoint-28/config.json +37 -0
- checkpoint-28/eval_results.json +12 -0
- checkpoint-28/eval_step_000028.json +16 -0
- checkpoint-28/model.safetensors +3 -0
- checkpoint-28/optimizer.pt +3 -0
- checkpoint-28/rng_state.pth +3 -0
- checkpoint-28/scaler.pt +3 -0
- checkpoint-28/scheduler.pt +3 -0
- checkpoint-28/tokenizer.json +0 -0
- checkpoint-28/tokenizer_config.json +17 -0
- checkpoint-28/trainer_state.json +69 -0
- checkpoint-28/training_args.bin +3 -0
- classification_report.txt +26 -0
- config.json +37 -0
- eval_results/eval_step_000028.json +16 -0
- eval_results/latest_eval_results.json +16 -0
- model.safetensors +3 -0
- prediction_results.csv +0 -0
- summary.json +11 -0
- tokenizer.json +0 -0
- tokenizer_config.json +17 -0
- training_args.bin +3 -0
- training_logs.jsonl +5 -0
checkpoint-28/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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| 29 |
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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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"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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checkpoint-28/eval_results.json
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{
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"step": 28,
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"epoch": 4.0,
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"time": "2026-06-26 19:32:44",
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"metrics": {
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"eval_loss": 0.5602507591247559,
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"eval_accuracy": 0.9,
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"eval_precision": 1.0,
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"eval_recall": 0.875,
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"eval_f1": 0.9333333333333333
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}
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}
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checkpoint-28/eval_step_000028.json
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{
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"step": 28,
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"epoch": 4.0,
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"time": "2026-06-26 19:32:44",
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"metrics": {
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"eval_loss": 0.5602507591247559,
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"eval_accuracy": 0.9,
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"eval_precision": 1.0,
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"eval_recall": 0.875,
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"eval_f1": 0.9333333333333333,
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"eval_runtime": 0.1975,
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"eval_samples_per_second": 50.633,
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"eval_steps_per_second": 5.063,
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"epoch": 4.0
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}
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}
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checkpoint-28/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:7d9ca6ab0ba64467f62def1f6dc11ff8874af00abf952e4e92a2ac8daf0b1aa3
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size 498612824
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checkpoint-28/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:785edf5380fc9050d364cee72f54ce466f8040779c9979a75d54168f679b4c02
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size 997348747
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checkpoint-28/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:5d1053f922843fbef0d2b9a84fbc8f647c7fea7035cb8c6f8d462032233bd12e
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size 14645
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checkpoint-28/scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:40dd2617dcce6c055db4d242302edb83b12612f18a295f241b4d32ac3823e3f6
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size 1383
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checkpoint-28/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:905c6ff2a2ea7449649b765296a2c560394438fb2a2c68a5b231ac3caec0b00d
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size 1465
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checkpoint-28/tokenizer.json
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The diff for this file is too large to render.
See raw diff
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checkpoint-28/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": 1000000000,
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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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checkpoint-28/trainer_state.json
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{
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"best_global_step": 28,
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"best_metric": 0.9333333333333333,
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| 4 |
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"best_model_checkpoint": "/kaggle/working/outputs/codebert_rd_keystrokes/checkpoint-28",
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| 5 |
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"epoch": 4.0,
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| 6 |
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"eval_steps": 400,
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| 7 |
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"global_step": 28,
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| 8 |
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"is_hyper_param_search": false,
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| 9 |
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"is_local_process_zero": true,
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| 10 |
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"is_world_process_zero": true,
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| 11 |
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"log_history": [
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| 12 |
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{
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| 13 |
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"epoch": 0.14285714285714285,
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| 14 |
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"grad_norm": 8.245688438415527,
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| 15 |
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"learning_rate": 0.0,
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| 16 |
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"loss": 0.8362662196159363,
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| 17 |
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"step": 1
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| 18 |
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},
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| 19 |
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{
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| 20 |
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"epoch": 3.571428571428571,
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| 21 |
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"grad_norm": 2.779294967651367,
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| 22 |
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"learning_rate": 1.1454397434679022e-06,
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| 23 |
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"loss": 0.6558732986450195,
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| 24 |
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"step": 25
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| 25 |
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},
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| 26 |
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{
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| 27 |
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"epoch": 4.0,
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| 28 |
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"eval_accuracy": 0.9,
|
| 29 |
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"eval_f1": 0.9333333333333333,
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| 30 |
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"eval_loss": 0.5602507591247559,
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| 31 |
+
"eval_precision": 1.0,
|
| 32 |
+
"eval_recall": 0.875,
|
| 33 |
+
"eval_runtime": 0.1975,
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| 34 |
+
"eval_samples_per_second": 50.633,
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| 35 |
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"eval_steps_per_second": 5.063,
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| 36 |
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"step": 28
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| 37 |
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}
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| 38 |
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],
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| 39 |
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"logging_steps": 25,
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| 40 |
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"max_steps": 28,
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| 41 |
+
"num_input_tokens_seen": 0,
|
| 42 |
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"num_train_epochs": 4,
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| 43 |
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"save_steps": 400,
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| 44 |
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"stateful_callbacks": {
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| 45 |
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"EarlyStoppingCallback": {
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| 46 |
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"args": {
|
| 47 |
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"early_stopping_patience": 2,
|
| 48 |
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"early_stopping_threshold": 0.0
|
| 49 |
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},
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| 50 |
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"attributes": {
|
| 51 |
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"early_stopping_patience_counter": 0
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| 52 |
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}
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| 53 |
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},
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| 54 |
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"TrainerControl": {
|
| 55 |
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"args": {
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| 56 |
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"should_epoch_stop": false,
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| 57 |
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"should_evaluate": false,
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| 58 |
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"should_log": false,
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| 59 |
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"should_save": true,
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| 60 |
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"should_training_stop": true
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| 61 |
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},
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| 62 |
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"attributes": {}
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| 63 |
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}
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| 64 |
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},
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| 65 |
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"total_flos": 105244422144000.0,
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| 66 |
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"train_batch_size": 16,
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| 67 |
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"trial_name": null,
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| 68 |
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"trial_params": null
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| 69 |
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}
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checkpoint-28/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:0017038f09850c99466dda86103ce41cf83b08d516eb4836e92b8c7f5ed28961
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size 5201
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classification_report.txt
ADDED
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Model: microsoft/codebert-base
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| 2 |
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Hub repo: HID-APP/codebert-rd-keystrokes
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| 3 |
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| 4 |
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Validation metrics:
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| 5 |
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{
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| 6 |
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"eval_loss": 0.5602507591247559,
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| 7 |
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"eval_accuracy": 0.9,
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| 8 |
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"eval_precision": 1.0,
|
| 9 |
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"eval_recall": 0.875,
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| 10 |
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"eval_f1": 0.9333333333333333
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| 11 |
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}
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| 12 |
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| 13 |
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Test metrics:
|
| 14 |
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Accuracy : 1.000000
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| 15 |
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Precision: 1.000000
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| 16 |
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Recall : 1.000000
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| 17 |
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F1 : 1.000000
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| 18 |
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| 19 |
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precision recall f1-score support
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| 20 |
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| 21 |
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benign 1.00 1.00 1.00 1
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| 22 |
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malicious 1.00 1.00 1.00 9
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| 23 |
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| 24 |
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accuracy 1.00 10
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| 25 |
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macro avg 1.00 1.00 1.00 10
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| 26 |
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weighted avg 1.00 1.00 1.00 10
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config.json
ADDED
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{
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| 2 |
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"add_cross_attention": false,
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| 3 |
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"architectures": [
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| 4 |
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"RobertaForSequenceClassification"
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| 5 |
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],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
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| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
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"dtype": "float32",
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
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"hidden_act": "gelu",
|
| 12 |
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"hidden_dropout_prob": 0.1,
|
| 13 |
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"hidden_size": 768,
|
| 14 |
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"id2label": {
|
| 15 |
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"0": "benign",
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| 16 |
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"1": "malicious"
|
| 17 |
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},
|
| 18 |
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"initializer_range": 0.02,
|
| 19 |
+
"intermediate_size": 3072,
|
| 20 |
+
"is_decoder": false,
|
| 21 |
+
"label2id": {
|
| 22 |
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"benign": 0,
|
| 23 |
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"malicious": 1
|
| 24 |
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},
|
| 25 |
+
"layer_norm_eps": 1e-05,
|
| 26 |
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"max_position_embeddings": 514,
|
| 27 |
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"model_type": "roberta",
|
| 28 |
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"num_attention_heads": 12,
|
| 29 |
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"num_hidden_layers": 12,
|
| 30 |
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"output_past": true,
|
| 31 |
+
"pad_token_id": 1,
|
| 32 |
+
"tie_word_embeddings": true,
|
| 33 |
+
"transformers_version": "5.12.1",
|
| 34 |
+
"type_vocab_size": 1,
|
| 35 |
+
"use_cache": false,
|
| 36 |
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"vocab_size": 50265
|
| 37 |
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}
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eval_results/eval_step_000028.json
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| 1 |
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{
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| 2 |
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"step": 28,
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| 3 |
+
"epoch": 4.0,
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| 4 |
+
"time": "2026-06-26 19:32:46",
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| 5 |
+
"metrics": {
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| 6 |
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"eval_loss": 0.5602507591247559,
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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| 14 |
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"epoch": 4.0
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| 15 |
+
}
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| 16 |
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}
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eval_results/latest_eval_results.json
ADDED
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| 1 |
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{
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| 2 |
+
"step": 28,
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| 3 |
+
"epoch": 4.0,
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| 4 |
+
"time": "2026-06-26 19:32:46",
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| 5 |
+
"metrics": {
|
| 6 |
+
"eval_loss": 0.5602507591247559,
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| 7 |
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"eval_accuracy": 0.9,
|
| 8 |
+
"eval_precision": 1.0,
|
| 9 |
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"eval_recall": 0.875,
|
| 10 |
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"eval_f1": 0.9333333333333333,
|
| 11 |
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"eval_runtime": 0.2185,
|
| 12 |
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"eval_samples_per_second": 45.757,
|
| 13 |
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|
| 14 |
+
"epoch": 4.0
|
| 15 |
+
}
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| 16 |
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}
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model.safetensors
ADDED
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:7d9ca6ab0ba64467f62def1f6dc11ff8874af00abf952e4e92a2ac8daf0b1aa3
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| 3 |
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size 498612824
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prediction_results.csv
ADDED
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summary.json
ADDED
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@@ -0,0 +1,11 @@
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| 1 |
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{
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| 2 |
+
"model": "microsoft/codebert-base",
|
| 3 |
+
"hub_model_id": "HID-APP/codebert-rd-keystrokes",
|
| 4 |
+
"output_dir": "/kaggle/working/outputs/codebert_rd_keystrokes",
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| 5 |
+
"save_eval_push_steps": 400,
|
| 6 |
+
"logging_steps": 25,
|
| 7 |
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"accuracy": 1.0,
|
| 8 |
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"precision": 1.0,
|
| 9 |
+
"recall": 1.0,
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| 10 |
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tokenizer.json
ADDED
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tokenizer_config.json
ADDED
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| 1 |
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{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"bos_token": "<s>",
|
| 5 |
+
"cls_token": "<s>",
|
| 6 |
+
"eos_token": "</s>",
|
| 7 |
+
"errors": "replace",
|
| 8 |
+
"is_local": false,
|
| 9 |
+
"local_files_only": false,
|
| 10 |
+
"mask_token": "<mask>",
|
| 11 |
+
"model_max_length": 1000000000,
|
| 12 |
+
"pad_token": "<pad>",
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| 13 |
+
"sep_token": "</s>",
|
| 14 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 15 |
+
"trim_offsets": true,
|
| 16 |
+
"unk_token": "<unk>"
|
| 17 |
+
}
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training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:0017038f09850c99466dda86103ce41cf83b08d516eb4836e92b8c7f5ed28961
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| 3 |
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size 5201
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training_logs.jsonl
ADDED
|
@@ -0,0 +1,5 @@
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| 1 |
+
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| 2 |
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{"step": 25, "epoch": 3.571428571428571, "time": "2026-06-26 19:32:42", "logs": {"loss": 0.6558732986450195, "grad_norm": 2.779294967651367, "learning_rate": 1.1454397434679022e-06, "epoch": 3.571428571428571}}
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| 3 |
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{"step": 28, "epoch": 4.0, "time": "2026-06-26 19:32:44", "logs": {"eval_loss": 0.5602507591247559, "eval_accuracy": 0.9, "eval_precision": 1.0, "eval_recall": 0.875, "eval_f1": 0.9333333333333333, "eval_runtime": 0.1975, "eval_samples_per_second": 50.633, "eval_steps_per_second": 5.063, "epoch": 4.0}}
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| 4 |
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{"step": 28, "epoch": 4.0, "time": "2026-06-26 19:32:46", "logs": {"train_runtime": 24.578, "train_samples_per_second": 16.275, "train_steps_per_second": 1.139, "total_flos": 105244422144000.0, "train_loss": 0.6499660504715783, "epoch": 4.0}}
|
| 5 |
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{"step": 28, "epoch": 4.0, "time": "2026-06-26 19:32:46", "logs": {"eval_loss": 0.5602507591247559, "eval_accuracy": 0.9, "eval_precision": 1.0, "eval_recall": 0.875, "eval_f1": 0.9333333333333333, "eval_runtime": 0.2185, "eval_samples_per_second": 45.757, "eval_steps_per_second": 4.576, "epoch": 4.0}}
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