Update README.md

README.md

@@ -18,7 +18,6 @@ Today, we officially release Ring-mini-2.0 — a high-performance inference-orie
 
 ## Enhanced Reasoning: Joint Training with SFT + RLVR + RLHF
 Built upon Ling-mini-2.0-base, Ring-mini-2.0 undergoes further training with Long-CoT SFT, more stable and continuous RLVR, and RLHF joint optimization, significantly improving the stability and generalization of complex reasoning. On multiple challenging benchmarks (LiveCodeBench, AIME 2025, GPQA, ARC-AGI-v1, etc.), it outperforms dense models below 10B and even rivals larger MoE models (e.g., gpt-oss-20B-medium) with comparable output lengths, particularly excelling in logical reasoning.
-For a comprehensive evaluation of the quality of our reasoning models, we implemented automatic benchmarks to assess their performance including math, code and science. The results indicate **Ring-mini-2.0** achieves comparable performace with **Ring-lite-2507** while  activating only half parameters.
 
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