Unverified50% confidenceFactExact time

Llama 3、Qwen2/3等主流开源模型均已采用GQA

1

Sources

50%

Confidence

Medium-term (~90 days)

Relevance

9/11/2026

First Seen

Valid until: 12/10/2026

Sources

低秩KV近似：加速大模型预填充的新思路

Related Entities

Llama 3model Qwen2model Qwen3model GQAconcept

Related Claims

UnverifiedLlama 3、Qwen 2.5等开源模型在代码生成任务上已接近商业模型水平77% similar UnverifiedQwen系列在多个版本中提供了可下载的开源模型权重75% similar Unverified除DeepSeek外，Ollama还支持Qwen2.5-Coder、CodeGemma、Llama3等开源模型74% similar Unverified开源方案允许用户灵活切换底层模型，包括本地部署的开源模型如 Llama、Qwen 等73% similar

Cite This Claim

Stable URI

https://kongchang.com/claim/908231

API

curl https://kongchang.com/api/v1/knowledge/claims/908231

MCP

get_claim(id=908231)