PEFT
Safetensors
English
sev
research
cybersecurity
agent-activity
decision-model
lora
Sev-4B / screen.json
macmacmacmac's picture
Publish Sev-4B v0.3.0 response-policy research checkpoint
da0a131 verified
Raw History Blame Contribute Delete
7.21 kB
{
"protocol_sha256": "23ca33b71c7723cb6c67586e7805b74a0988ca5f8b7139b637420bbb5ec89d61",
"comparison_sha256": "5b6144be9d2325b224acf29be30940241f3c75c2cf35b1d4d910458ce2aa580b",
"dns_comparison_sha256": "3978d60071fd70c519a6bc8240eaa5b043dd136a486850789cc14a3c16b75462",
"checks": {
"policy_false_alert_rate": false,
"policy_useful_change": true,
"dns_no_regression": false,
"development/excytin_file": true,
"development/excytin_parent_join": true,
"development/excytin_process": true,
"development/excytin_signin": true,
"development/sev_guide_detector": true,
"development/sev_guide_triage": true,
"development/sev_swarmtraces_static": true,
"development/sev_sysmon_native_file": true,
"development/sev_sysmon_native_join": true,
"development/sev_sysmon_native_other_effect": true,
"development/sev_sysmon_native_process": true,
"development/sev_sysmon_native_registry": true,
"transfer/composition_holdout": true,
"transfer/emotion": true,
"transfer/legacy_holdout": true,
"transfer/mmlu": true,
"transfer/otrf_sysmon_file": true,
"transfer/otrf_sysmon_join": true,
"transfer/otrf_sysmon_process": true,
"transfer/otrf_sysmon_registry": true,
"transfer/paws": true,
"transfer/qnli": true,
"transfer/sciq": true,
"transfer/sev_swarmtraces_manual_v1": true,
"transfer/tweet_offensive": true
},
"passed": false,
"failed": [
"policy_false_alert_rate",
"dns_no_regression"
],
"retained_development": [
{
"source": "excytin_file",
"questions": 80,
"parent_correct": 80,
"candidate_correct": 80,
"parent_calibrated_nll": 0.0030639977354718724,
"candidate_calibrated_nll": 0.0025800477441721577,
"parent_calibrated_brier": 5.723205099455454e-05,
"candidate_calibrated_brier": 4.4624375778219304e-05
},
{
"source": "excytin_parent_join",
"questions": 78,
"parent_correct": 78,
"candidate_correct": 78,
"parent_calibrated_nll": 0.01903091706838521,
"candidate_calibrated_nll": 0.014932533018017379,
"parent_calibrated_brier": 0.0013900388516520708,
"candidate_calibrated_brier": 0.0008621856358382366
},
{
"source": "excytin_process",
"questions": 120,
"parent_correct": 120,
"candidate_correct": 120,
"parent_calibrated_nll": 0.007587462315793864,
"candidate_calibrated_nll": 0.007136704365819422,
"parent_calibrated_brier": 0.00023474191911792246,
"candidate_calibrated_brier": 0.00021856930435733632
},
{
"source": "excytin_signin",
"questions": 120,
"parent_correct": 120,
"candidate_correct": 120,
"parent_calibrated_nll": 0.009411479962491658,
"candidate_calibrated_nll": 0.00847100086283192,
"parent_calibrated_brier": 0.0010010974637190823,
"candidate_calibrated_brier": 0.0008193865392318428
},
{
"source": "sev_guide_detector",
"questions": 1064,
"parent_correct": 638,
"candidate_correct": 639,
"parent_calibrated_nll": 0.785071927880167,
"candidate_calibrated_nll": 0.7966730081647482,
"parent_calibrated_brier": 0.46075730837789786,
"candidate_calibrated_brier": 0.46843654552918773
},
{
"source": "sev_guide_triage",
"questions": 231,
"parent_correct": 130,
"candidate_correct": 131,
"parent_calibrated_nll": 0.7793526965750157,
"candidate_calibrated_nll": 0.7761249864817235,
"parent_calibrated_brier": 0.4718856823661165,
"candidate_calibrated_brier": 0.46407372894941223
},
{
"source": "sev_swarmtraces_static",
"questions": 354,
"parent_correct": 345,
"candidate_correct": 347,
"parent_calibrated_nll": 0.08603305952328294,
"candidate_calibrated_nll": 0.06588860080731399,
"parent_calibrated_brier": 0.03970483443698841,
"candidate_calibrated_brier": 0.028907916842541088
},
{
"source": "sev_sysmon_native_file",
"questions": 62,
"parent_correct": 62,
"candidate_correct": 62,
"parent_calibrated_nll": 0.04080521144437412,
"candidate_calibrated_nll": 0.03509983435601263,
"parent_calibrated_brier": 0.008675036111100168,
"candidate_calibrated_brier": 0.007419485561600889
},
{
"source": "sev_sysmon_native_join",
"questions": 120,
"parent_correct": 120,
"candidate_correct": 120,
"parent_calibrated_nll": 0.013824573239669817,
"candidate_calibrated_nll": 0.009879536093519296,
"parent_calibrated_brier": 0.00044603592410257366,
"candidate_calibrated_brier": 0.00022722202758135087
},
{
"source": "sev_sysmon_native_other_effect",
"questions": 88,
"parent_correct": 88,
"candidate_correct": 88,
"parent_calibrated_nll": 0.03669008514897713,
"candidate_calibrated_nll": 0.02789592785139411,
"parent_calibrated_brier": 0.006053607090618847,
"candidate_calibrated_brier": 0.004783993285232044
},
{
"source": "sev_sysmon_native_process",
"questions": 74,
"parent_correct": 74,
"candidate_correct": 74,
"parent_calibrated_nll": 0.02430026482825407,
"candidate_calibrated_nll": 0.023528453108139967,
"parent_calibrated_brier": 0.004038757822471681,
"candidate_calibrated_brier": 0.004027925361032504
},
{
"source": "sev_sysmon_native_registry",
"questions": 66,
"parent_correct": 65,
"candidate_correct": 65,
"parent_calibrated_nll": 0.03908316195438624,
"candidate_calibrated_nll": 0.03582391955947498,
"parent_calibrated_brier": 0.01748193378444616,
"candidate_calibrated_brier": 0.016990289728223678
}
],
"training_metrics": {
"wall_seconds": 887.5156674385071,
"records_seen": 6577,
"requested_records": 6577,
"truncated_records": 0,
"rejected_records": 0,
"optimizer_steps": 823,
"forward_tokens": 1505379,
"peak_device_bytes": 22225622528,
"device": "cuda",
"dtype": "bf16",
"batch": 4,
"peak_rss_bytes": 31556661248
},
"candidate_checkpoint": {
"requested": "/runs/sev-r2-response-policy-4b-v2/00-trial-0/checkpoint",
"resolved": "/runs/sev-r2-response-policy-4b-v2/00-trial-0/checkpoint",
"head_sha256": "506dcd3587847917a288d95757c497c15a2aef8e2d4bc6523b04ad991c961a2b",
"adapter_sha256": "fa1916b34fe1eeb10d15c36927c225df43115407d7c97b4f879bba3102c3ed21",
"inference_temperature": 1.0
},
"candidate_temperature_fit": {
"temperature": 1.6817928305074288,
"aggregation": "micro",
"objective": "raw-logit NLL",
"split": "calibration",
"rows_sha256": "026b68705b7ac76bc4361bc2fda1cbfe74265b436a807ea68bca77f87d3cf9da",
"suite_sha256": "3b9a80dfd212b6932b66ea520c35ab1a3b19e132a81af1b6b7b306d776a70a02",
"n": 2674
},
"fit_recomputed": true,
"run_seconds": 1285.6242614819998,
"decision": "Keep checkpoint as a conditional-policy research result; do not replace published model. Fixed false-alert gate and DNS regression gate fail. No threshold retuning on development."
}