Unverified50% confidenceFactExact time
作者观察横向覆盖 DeepSeek、GLM、Qwen 等多个开源模型均存在类似工具调用错误模式
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/22/2026
First Seen
Valid until: 10/20/2026
Sources
Related Claims
UnverifiedOpen-source models such as DeepSeek-R1 and Qwen's QwQ are actively exploring a reasoning-enhancement approach similar to o174% similarUnverifiedOpen-source models such as DeepSeek-R1 and Qwen-QwQ are actively exploring slow-thinking inference directions similar to o1.72% similarUnverifiedMeta's Llama series, DeepSeek-Coder, and Qwen are representatives of the open-source camp narrowing the code capability gap with closed-source models.70% similarUnverifiedDeepSeek simultaneously open-sourced a complete project named DeepSpark, including training, evaluation, and experiment code, which can be ported to mainstream models such as Qwen and Gemma70% similarUnverifiedOpen-source models such as DeepSeek-R1 and Qwen-QwQ have made significant progress in the direction of reasoning enhancement (chain-of-thought reasoning).70% similar
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