agent 就是你写的那段程序,trainer 就是一个 actor,reward 是你在 Env 或 ChatAgent 里随手写的任意 Python。剩下的活儿三个大件全包了。README 里反复强调一个数字:大约 8600 行 RL 代码(推文里说的 9K 是个约数),却能撑到 1T 级别的 MoE。 OpenRLHF 的 ...
XDA Developers on MSN
I have 21 Docker containers and zero documentation — my local LLM fixed that in an hour
An hour beats a weekend I never had.
Microsoft confirms WSL Container works on Windows 10. We installed it, built a live dashboard, and tested GPU passthrough, no ...
XDA Developers on MSN
I gave my local LLM my Docker Compose files, and it found security holes I missed
Nothing broke, so I never looked.
CI/CD pipelines are optimized for code deployments. Long-running operational processes and self-service workflows can be orchestrated more flexibly with Kestra.
If Python developers have one consistent gripe about their beloved language, it tends to be this: Why is it so hard to take a Python program and deploy it as a ...
A high-severity security vulnerability has been disclosed in Docker Engine that could permit an attacker to bypass authorization plugins (AuthZ) under specific circumstances. The vulnerability, ...
For the past decade, Docker has provided a robust solution for building, shipping, and sharing applications. But behind its simple "build and run" workflow lie many years of complex technical ...
Community driven content discussing all aspects of software development from DevOps to design patterns. Ready to develop your first AWS Lambda function in Python? It really couldn’t be easier. The AWS ...
Integrating Docker into Visual Studio Code makes development easier and more efficient. You can quickly create Docker files, explore containers and images in a visual panel, and switch to logs or ...
Missing authentication on the Docker Engine management API for Docker Desktop on Windows and Mac allows attackers to break out from containers and potentially execute malicious code on the underlying ...
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