MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks

Benchmark Model Rank Results
code-generation-on-appsMoTCoder-32B-V1.5#2Introductory Pass@1: 68.44Interview Pass@1: 44.49
code-generation-on-appsMoTCoder-7B-V1.5#3Introductory Pass@1: 54.26Interview Pass@1: 32.63
code-generation-on-codecontestsMoTCoder-15B#5Test Set pass@1: 26.34Val Set pass@1: 20.35
code-generation-on-codecontestsMoTCoder-7B-v1.5#6Test Set pass@1: 20.77Val Set pass@1: 16.72