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transformer-optimization

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manishklach / ghostkv-lab

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Research harness for evaluating query-time bounded elimination of reconstructable KV-cache witnesses in long-context transformer inference workloads. Related provisional filing: IN 202641062451.

transformer gpu-memory memory-systems kv-cache cxl long-context llm-inference transformer-memory ai-infrastructure flashattention transformer-optimization systems-research long-context-inference attention-optimization
  • Updated May 18, 2026
  • Python

Nathaniel-Alphonso / triadic-set-telemetry

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Public empirical record of the Triadic Set, a runtime governance architecture for the transformer forward pass. In-band constraint and restoration for LLM inference, with oracle-verified evaluation programs, engineered fixtures, exit-verdict instrumentation, and checksummed telemetry from 1B through 8B scale.

telemetry test-fixtures pre-registration inference-acceleration kv-cache llm-inference latency-reduction llm-evaluation compute-efficiency runtime-governance transformer-optimization confabulation-detection model-flops-utilization forward-hooks detector-evaluation tensor-interdiction single-turn-finality activation-density oracle-verification exit-gate
  • Updated Nov 10, 2026
  • Python

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