本地开放权重模型适配

哪些 Mac 能在本地运行 Qwen、DeepSeek、GLM 或 Gemma?

先看权重能否进入统一内存,再看剩余余量、运行工具和证据状态。这个页面只回答静态装载事实;工作流是否可用,要进入免费 Advisor 继续确认。

数据快照:2026-08-28独立工具,与 Apple 和模型厂商无关联

规范化模型

Qwen3.8 27B

27B dense · 262,144 tokens

Dense:按总参数与文件大小判断容量

当前 Qwen3.8 的 27B 代表,适合先看中等规模容量。

16GB · 已核验文件大小Apache-2.0 · 已核验当前快照

上下文证据官方 config 已核验

购买决策

15.94GB 剩余余量~US$2,799 · 官方选配估价
更从容
  • Mac mini M5 Pro · 64GB27.94GB 剩余余量
  • Mac Studio M5 Max · 36GB6.94GB 剩余余量
  • Mac Studio M5 Max · 48GB15.94GB 剩余余量

完整购买报告

本页回答:能不能跑。完整报告继续回答:

  • 你现在这台跑它什么体验——留用、升级还是再等
  • 全部配置档位逐一对比,多花的每一档换来什么
  • 省钱路径:教育优惠、官方翻新、到手价对比
  • 现在买还是等下一代——以及为什么
解锁完整购买报告

US$4.99 USD · 一次性买断,无订阅

Mac 配置模型权重剩余余量容量状态美国官方价格操作
Mac mini M6 · 16GB12C CPU · 12C GPU · 153GB/s16GB已核验文件大小-8.06GB不适配US$899 起售价带入 Advisor
Mac mini M6 · 24GB12C CPU · 12C GPU · 170GB/s16GB已核验文件大小-2.06GB不适配~US$1,299 官方选配估价带入 Advisor
Mac mini M6 · 32GB12C CPU · 12C GPU · 170GB/s16GB已核验文件大小3.94GB紧配~US$1,499 官方选配估价带入 Advisor
Mac mini M5 Pro · 24GB15C CPU · 16C GPU · 307GB/s16GB已核验文件大小-2.06GB不适配US$1,699 起售价带入 Advisor
Mac mini M5 Pro · 32GB15C CPU · 16C GPU · 307GB/s16GB已核验文件大小3.94GB紧配~US$1,899 (非官方配置)带入 Advisor
Mac mini M5 Pro · 48GB18C CPU · 20C GPU · 307GB/s16GB已核验文件大小15.94GB权重适配并有余量~US$2,799 官方选配估价带入 Advisor
Mac mini M5 Pro · 64GB18C CPU · 20C GPU · 307GB/s16GB已核验文件大小27.94GB权重适配并有余量~US$3,199 官方选配估价带入 Advisor
Mac Studio M5 Max · 36GB18C CPU · 32C GPU · 460GB/s16GB已核验文件大小6.94GB权重适配并有余量US$2,499 起售价带入 Advisor
Mac Studio M5 Max · 48GB18C CPU · 40C GPU · 614GB/s16GB已核验文件大小15.94GB权重适配并有余量~US$3,399 官方选配估价带入 Advisor
Mac Studio M5 Max · 64GB18C CPU · 40C GPU · 614GB/s16GB已核验文件大小27.94GB权重适配并有余量~US$3,799 官方选配估价带入 Advisor
Mac Studio M5 Max · 128GB18C CPU · 40C GPU · 614GB/s16GB已核验文件大小75.94GB权重适配并有余量~US$5,399 官方选配估价带入 Advisor
Mac Studio M5 Ultra · 96GB30C CPU · 64C GPU · 1228GB/s16GB已核验文件大小51.94GB权重适配并有余量US$5,499 起售价带入 Advisor
Mac Studio M5 Ultra · 256GB36C CPU · 80C GPU · 1228GB/s16GB已核验文件大小171.94GB权重适配并有余量~US$11,299 官方选配估价带入 Advisor
Mac Studio M5 Ultra · 512GB36C CPU · 80C GPU · 1228GB/s16GB已核验文件大小363.94GB权重适配并有余量~US$15,299 (10月下旬公布)带入 Advisor

Mac mini M6 · 16GB

12C CPU · 12C GPU · 153GB/s

不适配
模型权重
16GB · 已核验文件大小
模型预算
8GB
剩余余量
-8.06GB
美国官方价格
US$899 起售价
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · Standard M6 chip.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac mini M6 · 24GB

12C CPU · 12C GPU · 170GB/s

不适配
模型权重
16GB · 已核验文件大小
模型预算
14GB
剩余余量
-2.06GB
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · M6 configured to 24GB; Apple lists 170GB/s for this tier.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac mini M6 · 32GB

12C CPU · 12C GPU · 170GB/s

紧配
模型权重
16GB · 已核验文件大小
模型预算
20GB
剩余余量
3.94GB
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · M6 configured to 32GB; Apple lists 170GB/s for this tier.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac mini M5 Pro · 24GB

15C CPU · 16C GPU · 307GB/s

不适配
模型权重
16GB · 已核验文件大小
模型预算
14GB
剩余余量
-2.06GB
美国官方价格
US$1,699 起售价
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · 15-core CPU and 16-core GPU.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac mini M5 Pro · 32GB

15C CPU · 16C GPU · 307GB/s

紧配
模型权重
16GB · 已核验文件大小
模型预算
20GB
剩余余量
3.94GB
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · Apple official M5 Pro offers 24GB, 48GB, and 64GB; 32GB is an M6 tier.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac mini M5 Pro · 48GB

18C CPU · 20C GPU · 307GB/s

权重适配并有余量
模型权重
16GB · 已核验文件大小
模型预算
32GB
剩余余量
15.94GB
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · 48GB requires the 18-core CPU / 20-core GPU M5 Pro option.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac mini M5 Pro · 64GB

18C CPU · 20C GPU · 307GB/s

权重适配并有余量
模型权重
16GB · 已核验文件大小
模型预算
44GB
剩余余量
27.94GB
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · 64GB requires the 18-core CPU / 20-core GPU M5 Pro option.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac Studio M5 Max · 36GB

18C CPU · 32C GPU · 460GB/s

权重适配并有余量
模型权重
16GB · 已核验文件大小
模型预算
23GB
剩余余量
6.94GB
美国官方价格
US$2,499 起售价
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · 18-core CPU and 32-core GPU.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac Studio M5 Max · 48GB

18C CPU · 40C GPU · 614GB/s

权重适配并有余量
模型权重
16GB · 已核验文件大小
模型预算
32GB
剩余余量
15.94GB
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · 48GB requires the 18-core CPU / 40-core GPU M5 Max option and 614GB/s bandwidth.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac Studio M5 Max · 64GB

18C CPU · 40C GPU · 614GB/s

权重适配并有余量
模型权重
16GB · 已核验文件大小
模型预算
44GB
剩余余量
27.94GB
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · 64GB requires the 18-core CPU / 40-core GPU M5 Max option and 614GB/s bandwidth.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac Studio M5 Max · 128GB

18C CPU · 40C GPU · 614GB/s

权重适配并有余量
模型权重
16GB · 已核验文件大小
模型预算
92GB
剩余余量
75.94GB
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · 128GB requires the 18-core CPU / 40-core GPU M5 Max option and 614GB/s bandwidth.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac Studio M5 Ultra · 96GB

30C CPU · 64C GPU · 1228GB/s

权重适配并有余量
模型权重
16GB · 已核验文件大小
模型预算
68GB
剩余余量
51.94GB
美国官方价格
US$5,499 起售价
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · 30-core CPU and 64-core GPU.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac Studio M5 Ultra · 256GB

36C CPU · 80C GPU · 1228GB/s

权重适配并有余量
模型权重
16GB · 已核验文件大小
模型预算
188GB
剩余余量
171.94GB
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · 256GB requires the higher M5 Ultra chip tier; bandwidth remains 1.2TB/s.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor

Mac Studio M5 Ultra · 512GB

36C CPU · 80C GPU · 1228GB/s

权重适配并有余量
模型权重
16GB · 已核验文件大小
模型预算
380GB
剩余余量
363.94GB
核验
2026-08-28
查看来源与核验
  • Apple 配置与内存规格2026-08-28 · 512GB requires the higher M5 Ultra chip tier; availability in late October 2026.
  • 模型官方参数与模型卡2026-08-28 · 27B dense
  • 许可证来源Apache-2.0 · 已核验 · License name read from the official Qwen repository; check the selected model card for release-specific terms.
  • 量化文件来源Community GGUF artifact from Unsloth; the optional MTP sidecar is not included in this weight size. Exact byte size was read from the Hugging Face file metadata; the model file was not downloaded.
  • runtime 证据待核验尚未选择运行工具;以下按装载容量估算。
带入免费 Advisor