Tag
LoopCoder-V2 is a 7B instruction-tuned code model built on the Parallel Loop Transformer (PLT), demonstrating non-monotonic test-time scaling with two loops providing the best gain-cost trade-off and significant improvements over baselines on code generation and reasoning benchmarks.