本地开放权重模型适配 · 中文验收版

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

模型家族模型版本量化运行工具

规范化模型

Qwen3.8 27B

27B dense · 262,144 tokens

架构口径: Dense：按总参数与文件大小判断容量
本次权重: 16GB · 已核验文件大小
上下文证据: 官方 config 已核验 · Official Qwen3.8-27B model metadata is current; this context value is the model metadata value, not a runtime benchmark.
许可证: Apache-2.0 · 已核验
数据状态: 当前快照

当前 Qwen3.8 的 27B 代表，适合先看中等规模容量。

当前 runtime：还不确定待核验Runtime has not been selected.

Mac 配置	统一内存	带宽	模型权重	模型预算	剩余余量	容量状态	runtime 证据	美国官方价格	核验	操作
Mac mini M612C CPU · 12C GPU	16GB	153GB/s	16GB已核验文件大小	8GB	-8.06GB	不适配	待核验	US$899起售价	2026-08-28	带入 Advisor
Mac mini M612C CPU · 12C GPU	24GB	170GB/s	16GB已核验文件大小	14GB	-2.06GB	不适配	待核验	待核验BTO price	2026-08-28	带入 Advisor
Mac mini M612C CPU · 12C GPU	32GB	170GB/s	16GB已核验文件大小	20GB	3.94GB	紧配	待核验	待核验BTO price	2026-08-28	带入 Advisor
Mac mini M5 Pro15C CPU · 16C GPU	24GB	307GB/s	16GB已核验文件大小	14GB	-2.06GB	不适配	待核验	US$1699起售价	2026-08-28	带入 Advisor
Mac mini M5 Pro15C CPU · 16C GPU	32GB	307GB/s	16GB已核验文件大小	20GB	3.94GB	紧配	待核验	待核验BTO price	2026-08-28	带入 Advisor
Mac mini M5 Pro18C CPU · 20C GPU	48GB	307GB/s	16GB已核验文件大小	32GB	15.94GB	权重适配并有余量	待核验	待核验BTO price	2026-08-28	带入 Advisor
Mac mini M5 Pro18C CPU · 20C GPU	64GB	307GB/s	16GB已核验文件大小	44GB	27.94GB	权重适配并有余量	待核验	待核验BTO price	2026-08-28	带入 Advisor
Mac Studio M5 Max18C CPU · 32C GPU	36GB	460GB/s	16GB已核验文件大小	23GB	6.94GB	权重适配并有余量	待核验	US$2499起售价	2026-08-28	带入 Advisor
Mac Studio M5 Max18C CPU · 40C GPU	48GB	614GB/s	16GB已核验文件大小	32GB	15.94GB	权重适配并有余量	待核验	待核验BTO price	2026-08-28	带入 Advisor
Mac Studio M5 Max18C CPU · 40C GPU	64GB	614GB/s	16GB已核验文件大小	44GB	27.94GB	权重适配并有余量	待核验	待核验BTO price	2026-08-28	带入 Advisor
Mac Studio M5 Max18C CPU · 40C GPU	128GB	614GB/s	16GB已核验文件大小	92GB	75.94GB	权重适配并有余量	待核验	待核验BTO price	2026-08-28	带入 Advisor
Mac Studio M5 Ultra30C CPU · 64C GPU	96GB	1228GB/s	16GB已核验文件大小	68GB	51.94GB	权重适配并有余量	待核验	US$5499起售价	2026-08-28	带入 Advisor
Mac Studio M5 Ultra36C CPU · 80C GPU	256GB	1228GB/s	16GB已核验文件大小	188GB	171.94GB	权重适配并有余量	待核验	待核验BTO price	2026-08-28	带入 Advisor
Mac Studio M5 Ultra36C CPU · 80C GPU	512GB	1228GB/s	16GB已核验文件大小	380GB	363.94GB	权重适配并有余量	待核验	待核验BTO price	2026-08-28	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
runtime 证据: 待核验
美国官方价格: US$899 起售价
核验日期: 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Runtime has not been selected.

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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
runtime 证据: 待核验
美国官方价格: 选配价格待核验
核验日期: 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Runtime has not been selected.

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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
runtime 证据: 待核验
美国官方价格: 选配价格待核验
核验日期: 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Runtime has not been selected.

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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
runtime 证据: 待核验
美国官方价格: US$1699 起售价
核验日期: 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Runtime has not been selected.

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
runtime 证据: 待核验
美国官方价格: 选配价格待核验
核验日期: 2026-08-28

查看来源与核验

Apple 配置与内存规格2026-08-28 · 32GB remains on the 15-core CPU / 16-core GPU M5 Pro tier; it does not require the 18-core / 20-core upgrade.
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Runtime has not been selected.

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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
runtime 证据: 待核验
美国官方价格: 选配价格待核验
核验日期: 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Runtime has not been selected.

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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
runtime 证据: 待核验
美国官方价格: 选配价格待核验
核验日期: 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Runtime has not been selected.

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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
runtime 证据: 待核验
美国官方价格: US$2499 起售价
核验日期: 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Runtime has not been selected.

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
runtime 证据: 待核验
美国官方价格: 选配价格待核验
核验日期: 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Runtime has not been selected.

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
runtime 证据: 待核验
美国官方价格: 选配价格待核验
核验日期: 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Runtime has not been selected.

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
runtime 证据: 待核验
美国官方价格: 选配价格待核验
核验日期: 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Runtime has not been selected.

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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
runtime 证据: 待核验
美国官方价格: US$5499 起售价
核验日期: 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Runtime has not been selected.

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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
runtime 证据: 待核验
美国官方价格: 选配价格待核验
核验日期: 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Runtime has not been selected.

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
runtime 证据: 待核验
美国官方价格: 选配价格待核验
核验日期: 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 and exact BTO price require a fresh Apple readback.
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Runtime has not been selected.

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