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ModelZoo
DeepSeekV2_pytorch
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165a90d6
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165a90d6
authored
Oct 21, 2024
by
dcuai
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165a90d6
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@@ -22,12 +22,13 @@ DeepSeek-V2仍然采用Transformer架构,其中每个Transformer块由一个
...
@@ -22,12 +22,13 @@ DeepSeek-V2仍然采用Transformer架构,其中每个Transformer块由一个
### Docker(方式一)
### Docker(方式一)
推荐使用docker方式运行,提供拉取的docker镜像:
推荐使用docker方式运行,提供拉取的docker镜像:
```
```
docker pull image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.1.0-
centos7.6
-dtk24.04-py310
docker pull image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.1.0-
ubuntu20.04
-dtk24.04
.1
-py3
.
10
```
```
进入docker,安装docker中没有的依赖:
进入docker,安装docker中没有的依赖:
```
```
docker run -dit --network=host --name=deepseekv2-train --privileged --device=/dev/kfd --device=/dev/dri --ipc=host --shm-size=16G --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -u root --ulimit stack=-1:-1 --ulimit memlock=-1:-1 -v /opt/hyhal/:/opt/hyhal/:ro image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.1.0-centos7.6-dtk24.04-py310 /usr/sbin/init
docker run -it --network=host --name=deepseekv2-train --privileged --device=/dev/kfd --device=/dev/dri --ipc=host --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -u root --ulimit stack=-1:-1 --ulimit memlock=-1:-1 -v /root/.ssh:/root/.ssh -v /opt/hyhal:/opt/hyhal:ro image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.1.0-ubuntu20.04-dtk24.04.1-py3.10 /bin/bash
docker exec -it deepseekv2-train /bin/bash
docker exec -it deepseekv2-train /bin/bash
pip install -r requirements.txt -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com
pip install -r requirements.txt -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com
```
```
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@@ -45,10 +46,10 @@ conda create -n deepseekv2-train python=3.10
...
@@ -45,10 +46,10 @@ conda create -n deepseekv2-train python=3.10
```
```
2.
关于本项目DCU显卡所需的工具包、深度学习库等均可从
[
光合
](
https://developer.hpccube.com/tool/
)
开发者社区下载安装。
2.
关于本项目DCU显卡所需的工具包、深度学习库等均可从
[
光合
](
https://developer.hpccube.com/tool/
)
开发者社区下载安装。
-
[
DTK 24.04
](
https://cancon.hpccube.com:65024/1/main/DTK-24.04
)
-
[
DTK 24.04
.1
](
https://cancon.hpccube.com:65024/1/main/DTK-24.04
.1
)
-
[
Pytorch 2.1.0
](
https://cancon.hpccube.com:65024/4/main/pytorch/DAS1.
0
)
-
[
Pytorch 2.1.0
](
https://cancon.hpccube.com:65024/4/main/pytorch/DAS1.
1
)
-
[
Deepspeed 0.12.3
](
https://cancon.hpccube.com:65024/4/main/deepspeed/DAS1.
0
)
-
[
Deepspeed 0.12.3
](
https://cancon.hpccube.com:65024/4/main/deepspeed/DAS1.
1
)
-
[
Flash_attn 2.0.4
](
https://cancon.hpccube.com:65024/4/main/flash_attn/DAS1.
0
)
-
[
Flash_attn 2.0.4
](
https://cancon.hpccube.com:65024/4/main/flash_attn/DAS1.
1
)
Tips:以上dtk驱动、python、deepspeed等工具版本需要严格一一对应。
Tips:以上dtk驱动、python、deepspeed等工具版本需要严格一一对应。
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