Set up monitoring and automatic tools for model training
@tvosch 已经在做这个了。
开始于 2026年7月3日。
评估
这个 Issue 还没有评估数据。
描述
Set up monitoring and automatic tools
This issue will provide the implementation of a variety of monitoring tools, automatic conversion scripts etc.
The approach is to run cronjobs locally that query over multiplexed tmux on the login nodes. Tmux sessions with non-whitelisted commands are usually cancelled by the admins after a certain period of time. Because we use "headless" (essentially only an sshd process which is assumed to be whitelisted) the process will therefore not to be killed on the login node.
Note that it's not desired to run this on a shared localhost as it uses ssh credentials to log into the HPC.
Some HPCs do not have internet access on the compute nodes and MareNostrum5 does not even have internet access on the login nodes. Thus this approach easily generalizes for every HPC cluster.
Current setup uses the Raspberry Pi5 of Thomas.
Codebase is here: https://github.com/OpenEuroLLM/oellm-monitoring
Tools
- Automatic W&B sync
- Compute usage alerts sent to Mattermost
- Disk usage alerts sent to Mattermost
- Training progress tracker synced to https://huggingface.co/spaces/openeurollm/oellm_progress
- Automatic checkpoint conversion
- Training queue updates send to Mattermost
- 主要语言
- 没有语言数据
- 星标
- 3
- 派生
- 0
- PR 合并指标
- 30 天内没有已合并 PR
环境准备
这个项目没有提供开发容器、Dockerfile 或贡献指南，环境需要你自己搭建：先看它的 README，通用步骤见我们的新手贡献指南。
从这里开始
- 先读完整个 Issue，再读项目的贡献指南。
- 在 Issue 下留言说明你要接手 —— 这能避免两个人做同样的事。
- Fork 仓库，在一个分支上完成修改。
- 提交 Pull Request，并在描述里引用这个 Issue 编号。
OpenEuroLLM/Taskboard 的其他 Issue
-
[nucleus sparse] Experiment setup可能已有人在做 @aaronkl 于 9 天前认领。 未关闭T4.1 - Optimization HPC T4.2 - model exploration
OpenEuroLLM/Taskboard#439 · 1 条评论 · 1 个 reaction · 已指派 1 人 ·
-
Qwen3.5 35B-A3B hybrid MoE weak and strong scaling可能已有人在做 @ibaucells 于 9 天前认领。 未关闭T4.1 - Optimization HPC
OpenEuroLLM/Taskboard#438 · 2 条评论 · 已指派 1 人 ·
-
Synthetic Generation for Multilingual Instruction Tuning可能已有人在做 @abhash-er 于 10 天前认领。 未关闭4.6 post-training
OpenEuroLLM/Taskboard#437 · 已指派 1 人 ·
-
Safety and alignment evaluation可能已有人在做 @BirgerMoell 于 10 天前认领。 未关闭4.6 post-training
OpenEuroLLM/Taskboard#436 · 已指派 1 人 ·
-
Finding optimal dataset mixtures for DPO可能已有人在做 @geoalgo 于 11 天前认领。 未关闭4.6 post-training
OpenEuroLLM/Taskboard#435 · 已指派 3 人 ·