| { |
| "best_val_macro_f1": 0.6884321570396423, |
| "cache_meta": { |
| "backbone": "google/embeddinggemma-300m", |
| "device": "cuda", |
| "dim": 768, |
| "dtype": "float32", |
| "prompt": "task: classification | query: ", |
| "prompt_mode": "query", |
| "rows": { |
| "test": 90782, |
| "train": 726252, |
| "val": 90781 |
| }, |
| "serialize_fp": "9059e530f7e4" |
| }, |
| "config": { |
| "batch_size": 1024, |
| "epochs": 20, |
| "hidden": null, |
| "lr": 0.001, |
| "pos_weight_clip": 10.0, |
| "weight_decay": 0.0001 |
| }, |
| "embedding_dim": 768, |
| "hidden": null, |
| "labels": [ |
| "000 - Normal", |
| "272 - Protocol Manipulation", |
| "242 - Code Injection", |
| "88 - OS Command Injection", |
| "126 - Path Traversal", |
| "66 - SQL Injection", |
| "16 - Dictionary-based Password Attack", |
| "310 - Scanning for Vulnerable Software", |
| "153 - Input Data Manipulation", |
| "248 - Command Injection", |
| "274 - HTTP Verb Tampering", |
| "194 - Fake the Source of Data", |
| "34 - HTTP Response Splitting", |
| "33 - HTTP Request Smuggling" |
| ], |
| "train_rows": 726252 |
| } |
