BASELINE.md

Baselines Evaluation

We provide evaluation scripts for evaluating baselines on math and science benchmarks, such as AIME24, AMC23, Minerva-Math, MATH500 and OlympiadBench. For LiveCodeBench, a dedicated evaluation script is provided.

Base Model

• For DeepSeek-R1-Distill-Qwen-1.5B on Math & Science Benchmarks:

./scripts/base/eval_base_deepseek_1_5b.sh

• For DeepSeek-R1-Distill-Qwen-7B on Math & Science Benchmarks:

./scripts/base/eval_base_deepseek_7b.sh

• For Qwen QwQ-32B on Math & Science Benchmarks:

./scripts/base/eval_base_qwq.sh

• For LiveCodeBench:

./scripts/base/eval_base_code.sh

s1

• For DeepSeek-R1-Distill-Qwen-1.5B on Math & Science Benchmarks:

./scripts/s1/eval_s1_deepseek_1_5b.sh

• For DeepSeek-R1-Distill-Qwen-7B on Math & Science Benchmarks:

./scripts/s1/eval_s1_deepseek_7b.sh

• For Qwen QwQ-32B on Math & Science Benchmarks:

./scripts/s1/eval_s1_qwq.sh

• For LiveCodeBench:

./scripts/s1/eval_s1_code.sh

Chain of Draft (CoD)

• For DeepSeek-R1-Distill-Qwen-1.5B on Math & Science Benchmarks:

./scripts/cod/eval_cod_deepseek_1_5b.sh

• For DeepSeek-R1-Distill-Qwen-7B on Math & Science Benchmarks:

./scripts/cod/eval_cod_deepseek_7b.sh

• For Qwen QwQ-32B on Math & Science Benchmarks:

./scripts/cod/eval_cod_qwq.sh

• For LiveCodeBench:

./scripts/cod/eval_cod_code.sh