华为昇腾镜像仓库整理
本文档提供了华为昇腾AI服务器上Qwen、Deepseek和Llama系列模型的Docker镜像索引，包括vllm-ascend和mindie两种镜像类型。针对不同服务器型号（800I-A2/A3）分别给出了具体的镜像拉取命令，确保开发者能够快速获取正确的镜像版本，提升部署效率和环境一致性。主要涵盖Qwen3-235B/30B、DeepSeek-R1/V2/V3以及LLaMA3-8B等主流大模型。
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作者：昇腾实战派
一、背景
随着华为的微服务架构演进和容器化部署的普及，项目所依赖的 Docker 镜像数量日益增多，这包括了前端、后端、基础中间件等多种类型的镜像。为统一管理、分发这些镜像，我们建立了集中的 Docker 镜像仓库。本文档旨在解决上述问题，作为镜像地址索引为所有开发者提供统一、准确的镜像信息，确保环境一致性和部署效率。
二、推理
Qwen系列
| 模型 | 镜像名称 | 镜像地址 |
|---|---|---|
| Qwen3-235B-A22B | Vllm-ascend | docker pull quay.io/ascend/vllm-ascend: v0.11.0rc1 |
| Qwen3-235B-A22B | Mindie | 800I-A2服务器: docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC2-800I-A2-py311-openeuler24.03-lts 800I-A3服务器: docker pull --platform=arm64 swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC1-800I-A3-py311-openeuler24.03-lts |
| Qwen3-30B-A3B | Vllm-ascend | docker pull quay.io/ascend/vllm-ascend: v0.11.0rc1 |
| Qwen3-30B-A3B | mindie | 800I-A2服务器: docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC2-800I-A2-py311-openeuler24.03-lts 800I-A3服务器: docker pull --platform=arm64 swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC1-800I-A3-py311-openeuler24.03-lts |
Deepseek系列
| 模型 | 镜像名称 | 镜像地址 |
|---|---|---|
| DeepSeek-R1-0528 | Vllm-ascend | docker pull quay.io/ascend/vllm-ascend: v0.11.0rc1 |
| DeepSeek-R1-0528 | Mindie | 800I-A2服务器: docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC2-800I-A2-py311-openeuler24.03-lts 800I-A3服务器: docker pull --platform=arm64 swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC1-800I-A3-py311-openeuler24.03-lts |
| DeepSeek-V2-236B | Vllm-ascend | docker pull quay.io/ascend/vllm-ascend: v0.11.0rc1 |
| DeepSeek-V2-236B | Mindie | 800I-A2服务器: docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC2-800I-A2-py311-openeuler24.03-lts 800I-A3服务器: docker pull --platform=arm64 swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC1-800I-A3-py311-openeuler24.03-lts |
| DeepSeek-V3-0324 | Vllm-ascend | docker pull quay.io/ascend/vllm-ascend: v0.11.0rc1 |
| DeepSeek-V3-0324 | Mindie | 800I-A2服务器: docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC2-800I-A2-py311-openeuler24.03-lts 800I-A3服务器: docker pull --platform=arm64 swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC1-800I-A3-py311-openeuler24.03-lts |
Llama系列
| 模型 | 镜像名称 | 镜像地址 |
|---|---|---|
| LLaMA3-8B | Vllm-ascend | docker pull quay.io/ascend/vllm-ascend: v0.11.0rc1 |
| LLaMA3-8B | Mindie | 800I-A2服务器: docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC2-800I-A2-py311-openeuler24.03-lts 800I-A3服务器: docker pull --platform=arm64 swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC1-800I-A3-py311-openeuler24.03-lts |
| LLaMA3-70B | Vllm-ascend | docker pull quay.io/ascend/vllm-ascend: v0.11.0rc1 |
| LLaMA3-70B | Mindie | 800I-A2服务器: docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC2-800I-A2-py311-openeuler24.03-lts 800I-A3服务器: docker pull --platform=arm64 swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC1-800I-A3-py311-openeuler24.03-lts |
| LLaMA3.1-8B | Vllm-ascend | docker pull quay.io/ascend/vllm-ascend: v0.11.0rc1 |
| LLaMA3.1-8B | Mindie | 800I-A2服务器: docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC2-800I-A2-py311-openeuler24.03-lts 800I-A3服务器: docker pull --platform=arm64 swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC1-800I-A3-py311-openeuler24.03-lts |
| LLaMA3.1-70B | Vllm-ascend | docker pull quay.io/ascend/vllm-ascend: v0.11.0rc1 |
| LLaMA3.1-70B | Mindie | 800I-A2服务器: docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC2-800I-A2-py311-openeuler24.03-lts 800I-A3服务器: docker pull --platform=arm64 swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC1-800I-A3-py311-openeuler24.03-lts |
| LLaMA3.1-405B | Vllm-ascend | docker pull quay.io/ascend/vllm-ascend: v0.11.0rc1 |
| LLaMA3.1-405B | Mindie | 800I-A2服务器: docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC2-800I-A2-py311-openeuler24.03-lts 800I-A3服务器: docker pull --platform=arm64 swr.cn-south-1.myhuaweicloud.com/ascendhub/mindie:2.1.RC1-800I-A3-py311-openeuler24.03-lts |
三、训练
| 模型 | 镜像名称 | 镜像地址 |
|---|---|---|
| Qwen3-32B | Mindspeed-llm | docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindspeed-llm:2025.rc1-arm |
| Qwen3-14B | Mindspeed-llm | docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindspeed-llm:2025.rc1-arm |
| Qwen3-30B | Mindspeed-llm | docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindspeed-llm:2025.rc1-arm |
| Qwen3-235B | Mindspeed-llm | docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindspeed-llm:2025.rc1-arm |
| DeepSeek-V3-671B | Mindspeed-llm | docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindspeed-llm:2025.rc1-arm |
| DeepSeek-V2-coder-236B | Mindspeed-llm | docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindspeed-llm:2025.rc1-arm |
| DeepSeek-V2-236B | Mindspeed-llm | docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindspeed-llm:2025.rc1-arm |
| DeepSeek-V2.5-236B | Mindspeed-llm | docker pull swr.cn-south-1.myhuaweicloud.com/ascendhub/mindspeed-llm:2025.rc1-arm |
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