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1. event-aware-SAE-trainer event-aware-SAE-trainer Public

   Self-tuning SAE trainer: train a sparse autoencoder on every layer of any model in one unattended run. No per-layer retuning. Using an augmented-Lagrangian controller hits the sparsity target mid-r…

   Python

2. GWIQ-atlas GWIQ-atlas Public

   GWIQ-Atlas: is a brain-atlasing and model-interpretability suite that combines per-layer census, compliance behaviour tracing, SAE features, and quantization analyses for LLMs.

   Python

3. atlas-inference atlas-inference Public

   Can a static SAE feature atlas of a frozen LLM be driven as a runnable, legible surrogate? Open research.

   Python

4. deep-chaos-scheduler deep-chaos-scheduler Public

   Sticky-block topology lottery scheduler for transformer fine-tuning.

   Python 3 1

5. AECS-scheduler AECS-scheduler Public

   Adaptive Event-Control Scheduler (AECS) — a state-aware, event-driven LR scheduler for PyTorch

   Python 1

6. VM-Fi VM-Fi Public

   Real WiFi in your VM. No dongle required.

   1