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@@ -22,7 +22,7 @@ We present GoLongRL, a fully open-source, capability-oriented post-training reci
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  <sub>Overall performance comparison on long-context benchmarks (DocMath, LongBench-V2, Frames, MRCR, CorpusQA, LBV1-QA).</sub>
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  </div>
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- **GoLongRL-30B-A3B** achieves long-context performance comparable to DeepSeek-R1-0528 and Qwen3-235B-A22B-Thinking-2507, while using a significantly smaller activated parameter budget.
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  | Model | Avg. | DocMath | LBV2 | Frames | MRCR | CorpusQA | LBV1-QA |
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  |---|---|---|---|---|---|---|---|
 
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  <sub>Overall performance comparison on long-context benchmarks (DocMath, LongBench-V2, Frames, MRCR, CorpusQA, LBV1-QA).</sub>
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  </div>
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+ **GoLongRL-30B-A3B** achieves strong long-context performance at the 30B scale.
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  | Model | Avg. | DocMath | LBV2 | Frames | MRCR | CorpusQA | LBV1-QA |
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  |---|---|---|---|---|---|---|---|