Operational overview · last 24h
Live runtime telemetry
Sleep cycle · animated
Wake
Anchor representations on clean data
Dream
Mild distortions to learn invariance
Nightmare
Adversarial stress for robustness
Compress
Distill into a leaner student
5-axis · hardened vs baseline
Loss curves across phases
Steps
1,024
Tokens
204k
Throughput
1.2 k/s
Wall time
12m 04s
Dream vs Nightmare · live API
Click Distort to call /api/v1/generate/dream
Click Distort to call /api/v1/generate/nightmare
8 events
Nightmare phase loss spike detected — 1.84 (+0.32 σ)
exp_4f0a · cycle 4
Started training run wikitext-resilient-v3
DistilBERT · 5 cycles
Updated nightmare strength 0.7 → 0.8
config · global
Deployed hardened-v3 to staging (model store)
tag:hardened-v3.0.4
API key rotated · scope=eval-only
rk_2bF…1Jq
Completed run distilgpt2-night-only · robustness 86.1
exp_2e80 · 1h 04m
Pruning ratio set to 0.40 for compress phase
compress.pruning
GPU VRAM pressure · 3.4/4.0GB sustained
node-01