Unverified50% confidenceFactExact time
The study selected five open-source decoder-only models for evaluation: Gemma, Mistral, Qwen2.5, LLaMA 3, and DeepSeek.
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9/17/2026
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VerifiedMainstream open-source models such as Meta's Llama series, DeepSeek-R1, and Mistral mostly fall under the category of open-weight models.75% similarUnverifiedThe tutorial recommends four mainstream models: Llama 3.1 (Meta) for the strongest overall capability, DeepSeek R1 (DeepSeek) for deep reasoning, Qwen 3 (Alibaba Tongyi Qianwen) for the best Chinese language performance, and Gemma 3 (Google) for multimodal support.72% similarUnverifiedThe author observed that similar tool call error patterns exist across multiple open-source models including DeepSeek, GLM, and Qwen.69% similar
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