纯 CPU · 16 GB 能跑哪些开源模型

  • 内存 16 GB DDR5 双通道 · 89.6 GB/s
  • 可用 10.0 GB
适配模型参数 / 激活推荐精度显存占用估算速度最长上下文运行方式
流畅Ling-3.0-tiny Ant Group7.9B / 1.3BQ8_0官方8.5 / 10.0 GB28–42 tok/s63K系统内存
流畅Gemma 4 E2B Google5.1BQ4_K_M3.5 / 10.0 GB14–21 tok/s125K系统内存
流畅Qwen3.5-4B Alibaba Qwen4.7BQ5_K_M3.8 / 10.0 GB13–19 tok/s205K系统内存
流畅Qwen3-VL-4B-Instruct Alibaba Qwen4.4BIQ4_XS3.8 / 10.0 GB13–19 tok/s52K系统内存
流畅Qwen3-4B-Instruct-2507 Alibaba Qwen4BQ4_03.7 / 10.0 GB13–19 tok/s52K系统内存
流畅Qwen3-4B Alibaba Qwen4BQ4_03.7 / 10.0 GB13–19 tok/s128K系统内存
流畅DeepSeek-OCR DeepSeek3.3B原生 BF16官方7.2 / 10.0 GB16–24 tok/s8K系统内存
流畅Granite-4.0-H-Micro IBM3.2BQ8_0官方3.7 / 10.0 GB13–19 tok/s128K系统内存
流畅Qwen3-1.7B Alibaba Qwen2BQ8_0官方3.1 / 10.0 GB16–24 tok/s40K系统内存
流畅DeepSeek-R1-Distill-Qwen-1.5B DeepSeek1.8BQ8_02.5 / 10.0 GB21–32 tok/s125K系统内存
流畅GLM-OCR Zhipu AI1.3B原生 BF16官方3.5 / 10.0 GB14–21 tok/s112K系统内存
流畅Qwen3-0.6B Alibaba Qwen0.8B原生 BF16官方2.8 / 10.0 GB18–28 tok/s40K系统内存
流畅EmbeddingGemma 2 Google0.7B原生 BF16官方2.0 / 10.0 GB28–43 tok/s256K系统内存
流畅Qwen3-Embedding-0.6B Alibaba Qwen0.6B原生 BF16官方2.5 / 10.0 GB21–32 tok/s32K系统内存
流畅bge-reranker-v2-m3 BAAI0.6B原生 FP32官方3.4 / 10.0 GB15–22 tok/s8K系统内存
流畅bge-m3-unsupervised BAAI0.6B原生 FP32官方3.4 / 10.0 GB15–22 tok/s8K系统内存
流畅bge-large-en-v1.5 BAAI0.3B原生 FP32官方1.8 / 10.0 GB32–48 tok/s512系统内存
流畅bge-reranker-base BAAI0.3B原生 FP32官方1.6 / 10.0 GB40–59 tok/s514系统内存
流畅bge-base-en-v1.5 BAAI0.1B原生 FP32官方0.9 / 10.0 GB98–147 tok/s512系统内存
流畅bge-small-en-v1.5 BAAI0B原生 FP32官方0.6 / 10.0 GB313–470 tok/s512系统内存
能跑但慢Qwen2.5-14B-Instruct-1M Alibaba Qwen14.8BQ4_09.7 / 10.0 GB5–7 tok/s9K系统内存
能跑但慢Qwen2.5-14B-Instruct Alibaba Qwen14.8BQ4_0官方9.9 / 10.0 GB4–7 tok/s8K系统内存
能跑但慢DeepSeek-R1-Distill-Qwen-14B DeepSeek14.8BQ4_09.7 / 10.0 GB5–7 tok/s9K系统内存
能跑但慢Qwen3-14B Alibaba Qwen14.8BQ4_09.5 / 10.0 GB5–7 tok/s11K系统内存
能跑但慢Gemma 3 12B IT Google12.2BQ4_09.7 / 10.0 GB5–7 tok/s8K系统内存
能跑但慢Qwen2.5-Omni-7B Alibaba Qwen10.7BQ5_K_M8.0 / 10.0 GB6–8 tok/s32K系统内存
能跑但慢GLM-4.6V-Flash Zhipu AI10.3BQ6_K8.7 / 10.0 GB5–8 tok/s41K系统内存
能跑但慢Qwen3.5-9B Alibaba Qwen9.7BQ6_K8.1 / 10.0 GB5–8 tok/s68K系统内存
能跑但慢Qianfan-VL-8B Baidu8.8BQ6_K8.2 / 10.0 GB5–8 tok/s22K系统内存
能跑但慢Granite Switch 4.1 8B IBM8.8BQ5_K_M官方8.5 / 10.0 GB5–8 tok/s17K系统内存
能跑但慢Qwen3-VL-8B-Instruct Alibaba Qwen8.8BQ6_K8.3 / 10.0 GB5–8 tok/s20K系统内存
能跑但慢Qwen3-VL-8B-Thinking Alibaba Qwen8.8BQ6_K8.3 / 10.0 GB5–8 tok/s20K系统内存
能跑但慢pplx-embed-v2-context-9b Perplexity8.4BFP88.6 / 10.0 GB5–8 tok/s53K系统内存
能跑但慢Qwen2.5-VL-7B-Instruct Alibaba Qwen8.3BFP88.7 / 10.0 GB5–8 tok/s32K系统内存
能跑但慢Qwen3-8B Alibaba Qwen8.2BQ6_K官方7.9 / 10.0 GB6–8 tok/s23K系统内存
能跑但慢DeepSeek-R1-Distill-Llama-8B DeepSeek8BFP89.0 / 10.0 GB5–7 tok/s16K系统内存
能跑但慢Gemma 4 E4B Google8BQ8_08.6 / 10.0 GB5–8 tok/s113K系统内存
能跑但慢Qwen2.5-7B-Instruct-1M Alibaba Qwen7.6BQ8_08.5 / 10.0 GB5–8 tok/s36K系统内存
能跑但慢Qwen2.5-7B-Instruct Alibaba Qwen7.6BQ8_0官方8.5 / 10.0 GB5–8 tok/s32K系统内存
能跑但慢DeepSeek-R1-Distill-Qwen-7B DeepSeek7.6BQ8_08.5 / 10.0 GB5–8 tok/s32K系统内存
能跑但慢Mistral-7B-Instruct-v0.1 Mistral AI7.2BQ8_08.7 / 10.0 GB5–8 tok/s18K系统内存
能跑但慢WeVisOne-VL-4B Tencent4.8BQ8_06.4 / 10.0 GB7–11 tok/s33K系统内存
能跑但慢Qianfan-OCR Baidu4.7BQ8_06.3 / 10.0 GB7–11 tok/s31K系统内存

按厂商 Hugging Face 仓库的数据估算(截至 2026-11-06);带筛选的页面不建索引。 怎么估算的