Text Classification
Safetensors
English
Chinese
cybersecurity
cyber-security
security
cyber-defense
blue-team
soc
security-operations
alert-triage
threat-detection
threat-intelligence
cti
vulnerability-detection
vulnerability-management
cve
cwe
mitre-attack
cloud-security
kubernetes-security
devsecops
edge-ai
low-latency
encoder
decision-model
calibration
Eval Results (legacy)
| { | |
| "T_global": 1.1742456832969776, | |
| "T_by_primitive": { | |
| "choice": 1.137108190105287, | |
| "score": 2.390895996443071, | |
| "noul": 1.0185123687742756 | |
| }, | |
| "n": 35347, | |
| "nll_before": 0.9398361752783639, | |
| "nll_after": 0.9318130565128936, | |
| "ece_before": 0.019086349144275785, | |
| "ece_after": 0.01168075848931524, | |
| "fingerprint": { | |
| "base_model": "LiquidAI/LFM2.5-Encoder-350M", | |
| "hidden_size": 1024, | |
| "num_gated_layers": 4, | |
| "late_interaction_dim": 128, | |
| "head_sha256_prefix": "012cbf7a0461efbe" | |
| }, | |
| "noul_bias": 0.1709234321725463, | |
| "sparse_set_noul_offset": -0.45, | |
| "polarized_noul_temp": 0.18, | |
| "profiles": { | |
| "standard": { | |
| "T_by_primitive": { | |
| "choice": 1.137108190105287, | |
| "score": 2.390895996443071, | |
| "noul": 1.0185123687742756 | |
| }, | |
| "noul_bias": 0.1709234321725463 | |
| }, | |
| "polarized": { | |
| "T_by_primitive": { | |
| "choice": 1.137108190105287, | |
| "score": 2.390895996443071, | |
| "noul": 0.18 | |
| }, | |
| "noul_bias": 0.0 | |
| }, | |
| "sparse_set": { | |
| "T_by_primitive": { | |
| "choice": 1.137108190105287, | |
| "score": 2.390895996443071, | |
| "noul": 1.0185123687742756 | |
| }, | |
| "noul_bias": -0.2790765678274537 | |
| } | |
| } | |
| } | |