Expired70% confidenceFactExact time
High-quality open-source models such as Llama 3.1 405B and DeepSeek V3 have already come very close to commercial flagship models on many general tasks.
2
Sources
70%
Confidence
Medium-term (~90 days)
Relevance
7/19/2026
First Seen
Valid until: 10/17/2026(expired)
Sources
Related Claims
UnverifiedMeta's LLaMA 3 series has a maximum scale of 405B, and DeepSeek-V3 is approximately 671B (mixture-of-experts architecture).71% similarUnverifiedThe vLLM and XGrammar integration solution can cover MoE models such as DeepSeek-v4.1 and possesses a degree of architectural generality.66% similarUnverifiedThe emergence of open-source models such as Llama and Mistral has made locally running 7B models on consumer-grade devices a viable option.66% similarUnverifiedvLLM's comparable competitors include NVIDIA's TensorRT-LLM, DeepSpeed-FastGen, and SGLang.66% similarUnverifiedLlama 3.3是Meta发布的开源模型，拥有70B参数规模64% similar
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