Download input_validation_codebert_v1/history.json from s2e-lab/security-tactics-models: direct link, hf CLI and curl.
- Browser
- Download file 4.81 kB
-
https://huggingface.co/s2e-lab/security-tactics-models/resolve/main/input_validation_codebert_v1/history.json
- Command line
-
hf download hf://s2e-lab/security-tactics-models/input_validation_codebert_v1/history.json
-
curl -L -o history.json https://huggingface.co/s2e-lab/security-tactics-models/resolve/main/input_validation_codebert_v1/history.json
4.81 kB
| [ | |
| { | |
| "epoch": 1, | |
| "train_loss": 0.5565753924909612, | |
| "loss": 0.328972461606775, | |
| "accuracy": 0.8759124087591241, | |
| "macro_f1": 0.8677681258161585, | |
| "labels": [ | |
| "input_validation", | |
| "unrelated" | |
| ], | |
| "precision": [ | |
| 0.86, | |
| 0.8850574712643678 | |
| ], | |
| "recall": [ | |
| 0.8113207547169812, | |
| 0.9166666666666666 | |
| ], | |
| "f1": [ | |
| 0.8349514563106796, | |
| 0.9005847953216374 | |
| ], | |
| "support": [ | |
| 53, | |
| 84 | |
| ], | |
| "confusion_matrix": [ | |
| [ | |
| 43, | |
| 10 | |
| ], | |
| [ | |
| 7, | |
| 77 | |
| ] | |
| ] | |
| }, | |
| { | |
| "epoch": 2, | |
| "train_loss": 0.22394190748340229, | |
| "loss": 0.39977135908390793, | |
| "accuracy": 0.8978102189781022, | |
| "macro_f1": 0.8936807095343681, | |
| "labels": [ | |
| "input_validation", | |
| "unrelated" | |
| ], | |
| "precision": [ | |
| 0.8421052631578947, | |
| 0.9375 | |
| ], | |
| "recall": [ | |
| 0.9056603773584906, | |
| 0.8928571428571429 | |
| ], | |
| "f1": [ | |
| 0.8727272727272727, | |
| 0.9146341463414634 | |
| ], | |
| "support": [ | |
| 53, | |
| 84 | |
| ], | |
| "confusion_matrix": [ | |
| [ | |
| 48, | |
| 5 | |
| ], | |
| [ | |
| 9, | |
| 75 | |
| ] | |
| ] | |
| }, | |
| { | |
| "epoch": 3, | |
| "train_loss": 0.08927091950973706, | |
| "loss": 0.525531681929715, | |
| "accuracy": 0.8905109489051095, | |
| "macro_f1": 0.8833248168966104, | |
| "labels": [ | |
| "input_validation", | |
| "unrelated" | |
| ], | |
| "precision": [ | |
| 0.88, | |
| 0.896551724137931 | |
| ], | |
| "recall": [ | |
| 0.8301886792452831, | |
| 0.9285714285714286 | |
| ], | |
| "f1": [ | |
| 0.8543689320388349, | |
| 0.9122807017543859 | |
| ], | |
| "support": [ | |
| 53, | |
| 84 | |
| ], | |
| "confusion_matrix": [ | |
| [ | |
| 44, | |
| 9 | |
| ], | |
| [ | |
| 6, | |
| 78 | |
| ] | |
| ] | |
| }, | |
| { | |
| "epoch": 4, | |
| "train_loss": 0.07377087197866632, | |
| "loss": 0.5408764827514201, | |
| "accuracy": 0.8978102189781022, | |
| "macro_f1": 0.8915158371040723, | |
| "labels": [ | |
| "input_validation", | |
| "unrelated" | |
| ], | |
| "precision": [ | |
| 0.8823529411764706, | |
| 0.9069767441860465 | |
| ], | |
| "recall": [ | |
| 0.8490566037735849, | |
| 0.9285714285714286 | |
| ], | |
| "f1": [ | |
| 0.8653846153846154, | |
| 0.9176470588235294 | |
| ], | |
| "support": [ | |
| 53, | |
| 84 | |
| ], | |
| "confusion_matrix": [ | |
| [ | |
| 45, | |
| 8 | |
| ], | |
| [ | |
| 6, | |
| 78 | |
| ] | |
| ] | |
| }, | |
| { | |
| "epoch": 5, | |
| "train_loss": 0.021251737062235584, | |
| "loss": 0.6025232114263677, | |
| "accuracy": 0.9051094890510949, | |
| "macro_f1": 0.8996336996336997, | |
| "labels": [ | |
| "input_validation", | |
| "unrelated" | |
| ], | |
| "precision": [ | |
| 0.8846153846153846, | |
| 0.9176470588235294 | |
| ], | |
| "recall": [ | |
| 0.8679245283018868, | |
| 0.9285714285714286 | |
| ], | |
| "f1": [ | |
| 0.8761904761904762, | |
| 0.9230769230769231 | |
| ], | |
| "support": [ | |
| 53, | |
| 84 | |
| ], | |
| "confusion_matrix": [ | |
| [ | |
| 46, | |
| 7 | |
| ], | |
| [ | |
| 6, | |
| 78 | |
| ] | |
| ] | |
| }, | |
| { | |
| "epoch": 6, | |
| "train_loss": 0.01539977520710828, | |
| "loss": 0.5931772343381974, | |
| "accuracy": 0.9051094890510949, | |
| "macro_f1": 0.9003301807599754, | |
| "labels": [ | |
| "input_validation", | |
| "unrelated" | |
| ], | |
| "precision": [ | |
| 0.8703703703703703, | |
| 0.927710843373494 | |
| ], | |
| "recall": [ | |
| 0.8867924528301887, | |
| 0.9166666666666666 | |
| ], | |
| "f1": [ | |
| 0.8785046728971962, | |
| 0.9221556886227545 | |
| ], | |
| "support": [ | |
| 53, | |
| 84 | |
| ], | |
| "confusion_matrix": [ | |
| [ | |
| 47, | |
| 6 | |
| ], | |
| [ | |
| 7, | |
| 77 | |
| ] | |
| ] | |
| }, | |
| { | |
| "epoch": 7, | |
| "train_loss": 0.011989723037580736, | |
| "loss": 0.634260358154175, | |
| "accuracy": 0.8978102189781022, | |
| "macro_f1": 0.8936807095343681, | |
| "labels": [ | |
| "input_validation", | |
| "unrelated" | |
| ], | |
| "precision": [ | |
| 0.8421052631578947, | |
| 0.9375 | |
| ], | |
| "recall": [ | |
| 0.9056603773584906, | |
| 0.8928571428571429 | |
| ], | |
| "f1": [ | |
| 0.8727272727272727, | |
| 0.9146341463414634 | |
| ], | |
| "support": [ | |
| 53, | |
| 84 | |
| ], | |
| "confusion_matrix": [ | |
| [ | |
| 48, | |
| 5 | |
| ], | |
| [ | |
| 9, | |
| 75 | |
| ] | |
| ] | |
| }, | |
| { | |
| "epoch": 8, | |
| "train_loss": 0.012358490379304218, | |
| "loss": 0.6111653279247028, | |
| "accuracy": 0.9051094890510949, | |
| "macro_f1": 0.9009730330831249, | |
| "labels": [ | |
| "input_validation", | |
| "unrelated" | |
| ], | |
| "precision": [ | |
| 0.8571428571428571, | |
| 0.9382716049382716 | |
| ], | |
| "recall": [ | |
| 0.9056603773584906, | |
| 0.9047619047619048 | |
| ], | |
| "f1": [ | |
| 0.8807339449541285, | |
| 0.9212121212121213 | |
| ], | |
| "support": [ | |
| 53, | |
| 84 | |
| ], | |
| "confusion_matrix": [ | |
| [ | |
| 48, | |
| 5 | |
| ], | |
| [ | |
| 8, | |
| 76 | |
| ] | |
| ] | |
| } | |
| ] | |