dllm workspace

This workspace is organized around the current MarginGate paper.

• paper/: current LaTeX paper, final figures, bibliography, and generated PDF.
• research/exp_kvcache_flip/: organized MarginGate experiments, results, scripts, generated figure sources, and archived intermediate artifacts.

• research/layercast.py: LayerCast helper still used by benchmark scripts.
• research/methods.py: deterministic-kernel helper still used by benchmark scripts.
• research/srp_kernels/: vLLM/SRP kernel helpers used by serving benchmarks.
• flash_attn/: local compatibility shim for environments that partially import flash_attn.

• research/datasets/: cached datasets and large local dataset files.
• docs/references/: reference papers.
• docs/notes/: research notes and planning documents.

• research/archive_old_srp/: previous SRP/FP32/GEMM deterministic-inference experiments and scripts.
• archive/old_papers/: old paper drafts.
• archive/old_figures/: old draft figures and notebooks.
• archive/logs/: top-level run logs and serving logs.
• archive/build_artifacts/: build products and local OS/cache artifacts.
• archive/trash_2026_04_25/: previous trash snapshot.