File size: 1,045 Bytes
34d4a52
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
{
  "n": 500,
  "calibrated": true,
  "threshold": "per-class",
  "is_valid_threshold": 0.05,
  "category_thresholds": {
    "DirectInjection": 0.55,
    "Jailbreak": 0.05,
    "Adversarial": 0.45,
    "Extraction": 0.55,
    "Encoding": 0.45,
    "Manipulation": 0.25,
    "Smuggling": 0.65,
    "Indirect": 0.25,
    "MultiTurn": 0.7
  },
  "max_seq_length": 3072,
  "is_valid_accuracy": 0.968,
  "category_set_accuracy": 0.688,
  "micro_f1": 0.7893805309734513,
  "macro_f1": 0.7848505189708921,
  "per_category_f1": {
    "DirectInjection": 0.8235294117647058,
    "Jailbreak": 0.7368421052631579,
    "Adversarial": 0.855072463768116,
    "Extraction": 0.7652173913043478,
    "Encoding": 0.7516778523489933,
    "Manipulation": 0.6785714285714286,
    "Smuggling": 0.9256198347107438,
    "Indirect": 0.8382352941176471,
    "MultiTurn": 0.6888888888888889
  },
  "latency_ms_per_example": {
    "mean": 1.7930222675204277,
    "p95": 1.8397919833660126,
    "device": "cuda:0"
  },
  "base_model": "jhu-clsp/mmBERT-base",
  "epochs": 10
}