Transcript-free persistent memory in event-stream models: the PNS-World benchmark and its causal evaluation.
NURGALI Kadyrbek PRO
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Beyond Transcript Replay
Transcript-free persistent memory in event-stream models: the PNS-World benchmark and its causal evaluation.
Typed Semantic State and Attention Substitution
Research artifacts connecting PAT-ER typed event-role side state with STRATA head-level typed predicate-graph substitution.
models 35
nur-dev/farabi-speech-models
Text-to-Speech • Updated
nur-dev/asr-220m-kk-ru-en
Automatic Speech Recognition • Updated • 2
nur-dev/unionmind-predictive-representations
Tabular Classification • Updated
nur-dev/ait-syn-omnivoice-72-voices
Text-to-Speech • 0.6B • Updated • 9 • 4
nur-dev/ait-syn-0.6b-trilingual-v30
Text-to-Speech • 0.9B • Updated • 16 • 3
nur-dev/pns-bind-25m
Updated
nur-dev/strata-native-lm
Text Generation • Updated
nur-dev/strata-headquotient-q25
Text Generation • Updated
nur-dev/realtime-streaming-asr-kk-ru-en
Automatic Speech Recognition • Updated • 3 • 1
nur-dev/farabi-4b
Text Generation • 4B • Updated • 5
datasets 18
nur-dev/robot-execution-validation
Updated • 200
nur-dev/pns-world
Updated • 91
nur-dev/strata-headquotient-q25
Viewer • Updated • 7.4k • 186
nur-dev/multilingual-robot-grounding-causal-audit
Updated • 163
nur-dev/camp-er-episode-core-r1a-paper
Updated • 47
nur-dev/camp-er-episode-core-r1a-evidence
Preview • Updated • 24
nur-dev/farabi-agent-safety-injection
Viewer • Updated • 42.1k • 16 • 1
nur-dev/farabi-crosslingual-tool-argnorm
Viewer • Updated • 60.9k • 8
nur-dev/farabi-text-workbench
Viewer • Updated • 236k • 16
nur-dev/farabi-parallel-tool-call
Viewer • Updated • 100k • 10