Unverified50% confidenceFactExact time
Small and medium parameter versions of the Llama, Qwen, and Mistral series, combined with the GGUF format, can run on devices with 8GB or even less VRAM, and some extremely small models can run on pure CPU inference.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/20/2026
First Seen
Valid until: 12/19/2026
Sources
Related Entities
Related Claims
UnverifiedOpen-source models such as LLaMA 3, Mistral, and Qwen 2.5 can already run smoothly on mainstream consumer-grade GPUs (such as the RTX 4090) at parameter scales ranging from 7B to 14B.75% similarUnverified4-bit quantization in GGUF format allows smaller models to run in a CPU-only environment, but inference speed will be significantly reduced.74% similarUnverified寒武纪已完成GLM、DeepSeek、Qwen、Kimi、MiniMax五款国产主流大模型的推理适配，第六代芯片架构正在研发中72% similarUnverifiedLM Studio支持在消费级GPU甚至纯CPU上运行GGUF格式的量化模型，内置本地服务器默认端口为123468% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/936510API
curl https://kongchang.com/api/v1/knowledge/claims/936510MCP
get_claim(id=936510)