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@@ -18,7 +18,7 @@ We are excited to introduce **Ling-lite-1.5-2506**, the updated version of our h
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  Ling-lite-1.5-2506 boasts 16.8 billion parameters with 2.75 billion activated parameters, building upon its predecessor with significant advancements across the board, featuring the following key improvements:
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  * **Reasoning and Knowledge:** Significant gains in general intelligence, logical reasoning, and complex problem-solving abilities. For instance, in GPQA Diamond, Ling-lite-1.5-2506 achieves 53.79%, a substantial lead over Ling-lite-1.5's 36.55%.
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- * **Coding Capabilities:** A remarkable improvement in coding and debugging prowess. For instance,in LiveCodeBench, a critical programming benchmark, Ling-lite-1.5-2506 demonstrates strong improvement with 42.04% compared to Ling-lite-1.5's 22.7%.
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  <p align="center">
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  <img width="80%" src="Ling-lite-1.5-2506-benchmarks.png">
 
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  Ling-lite-1.5-2506 boasts 16.8 billion parameters with 2.75 billion activated parameters, building upon its predecessor with significant advancements across the board, featuring the following key improvements:
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  * **Reasoning and Knowledge:** Significant gains in general intelligence, logical reasoning, and complex problem-solving abilities. For instance, in GPQA Diamond, Ling-lite-1.5-2506 achieves 53.79%, a substantial lead over Ling-lite-1.5's 36.55%.
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+ * **Coding Capabilities:** A notable enhancement in coding and debugging prowess. For instance,in LiveCodeBench 2408-2501, a critical and highly popular programming benchmark, Ling-lite-1.5-2506 demonstrates improved performance with 26.97% compared to Ling-lite-1.5's 22.22%.
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  <p align="center">
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  <img width="80%" src="Ling-lite-1.5-2506-benchmarks.png">