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1. Replacement-Guided-Cross-Layer-Sharing Replacement-Guided-Cross-Layer-Sharing Public

   Auditable ICASSP 2027 artifact for replacement-guided cross-layer LLM sharing

   Python

2. Desk-Code-Agent Desk-Code-Agent Public

   Local-first, verification-first software engineering workbench for small language models.

   TypeScript

3. EdgeFlow EdgeFlow Public

   Evidence-backed, workload-conditioned autotuning for local LLM inference. Local-first control plane, G0–G8 validation, PyTorch · llama.cpp · vLLM.

   Python

4. Flow-Aligned-Distillation Flow-Aligned-Distillation Public

   Reproducible portfolio for shared-FFN LLM compression, adaptive exit, baselines, data, and deployment

   Python 2

5. Llama-3B-Double-StateFT Llama-3B-Double-StateFT Public

   Llama 3.2 3B Double State-FT with intrinsic-dimension-guided adaptive rank allocation

   Python

6. Signal-Desk-Agent Signal-Desk-Agent Public

   Local-first Windows desktop agent that turns Gmail, LINE and Messenger previews into an explainable actionable inbox.

   Python