Runtime behavioral ablation for compressed LLMs. First target: Ternary Bonsai 2 27B β no weight modification or re-quantization. by OrcaRouter team
Ablation is an autonomous reverse engineering system
Autonomous experiment-pipeline orchestrator: versioned research-plan DSL with dependency DAGs, deterministic checkpoint/resumable executor, tamper-evident provenance ledger, UCB1/Thompson schedulers with measured regret against synthetic oracles, ablation bookkeeping, offline report synthesis. NumPy core, CPU-only torch extra.
A minimal coding-agent harness built to measure what context management actually costs: constraint survival after compaction (8%β83%), default-FAIL verification against false completions, and KV-cache prefix design (21%β90%). Stdlib-only, real deepseek-chat runs
Controlled gravity and accelerometer-bias ablations in FAST-LIO2 and LIO-SAM: code, evidence and video.
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.