gensyn 节点大毛预期
重点:此项目节点连接方式是p2p,必须保证udp连接正常
这个项目容易出大毛,融资大,操作麻烦,劝退不少人。多号也不方便。所以有条件的试一试。
可以用CPU也可以用GPU来跑。
CPU: 8核 内存16G及以上,用20G试过可以跑。
GPU: 显存10G及以上。3080可以跑。
操作系统 Ubuntu-24.04及更新。
本地的话,win10 或win11, 自己提前安装好wsl2 安装 Ubuntu-24.04(用显卡跑还要在wsl2里面安装cuda 12.8),要开全局。– 提前开全局, 即先在主机开全局,再打开wsl。
安装步骤:
1, 更新系统
sudo apt-get update && sudo apt-get upgrade -y
2, 安装各种库,工具
sudo apt install screen curl iptables build-essential git wget lz4 jq make gcc nano automake autoconf tmux htop nvme-cli libgbm1 pkg-config libssl-dev libleveldb-dev tar clang bsdmainutils ncdu unzip libleveldb-dev git -y
3, 安装 python
sudo apt-get install python3 python3-pip python3-venv python3-dev -y
4, 安装 node
sudo apt-get update
curl -fsSL https://deb.nodesource.com/setup_22.x | sudo -E bash -
sudo apt-get install -y nodejs
sudo npm install -g yarn
5, 安装yarn
curl -o- -L https://yarnpkg.com/install.sh | bash
export PATH="$HOME/.yarn/bin:$HOME/.config/yarn/global/node_modules/.bin:$PATH"
source ~/.bashrc
6, 下载 rl-swarm, 这里以单机单号为例,单机多号要自己做隔离,分别安装到不同的目录下。
我们下载到用户目录下。
cd ~
# 如果重新安装,且之前正常运行过的,则参考最后面先把swarm.pem文件保存好。
# 如果重新安装,则先把原来的 swarm删除 rm -rf ~/rl-swarm
git clone https://github.com/gensyn-ai/rl-swarm/
cd ~/rl-swarm/modal-login && yarn install && yarn upgrade && yarn add next@latest && yarn add viem@latest
cd ~/rl-swarm
sed -i '1i # ~/.bashrc: executed by bash(1) for non-login shells.\n\n# If not running interactively, don'\''t do anything\ncase $- in\n *i*) ;;\n *) return;;\nesac\n' ~/.bashrc
# sed -i '101s|^|# |' run_rl_swarm.sh
cd ~ && python3 -m venv .venv && source .venv/bin/activate
# 手动安装几个包 可能有点慢。
cd ~/rl-swarm
# 用CPU跑的安装这一行,如M4, 服务器
pip3 install -r requirements-cpu.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
# 用显卡跑的安装这一行
pip3 install -r requirements-gpu.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
7, 运行 swarm, 第一次会安装一些包,比较慢。
tmux new -s gensyn
cd ~ && python3 -m venv .venv && source .venv/bin/activate
# 如果指定要CPU运行,则提前运行这一行 export CPU_ONLY=1 && export CUDA_VISIBLE_DEVICES=""
cd ~/rl-swarm && bash ./run_rl_swarm.sh
# 以后想进服务器查看可以 tmux a -t gensyn

8, 安装过程的交互 – 安装完成后,无法进入,无法使用,则可以考虑用后面的文件来覆盖。
Would you like to connect to the Testnet? [Y/n] 直接回车
Waiting for modal userData.json to be created.. 打开谷哥浏览器。
服务器的话就是 服务器IP:3000 且把端口3000要打开。防火墙打开。(也可以本地转发到服务器)
输入邮箱,Continue, 然后到邮箱收验证码,填进去, 可能要到垃圾箱找。


Would you like to push models you train in the RL swarm to the Hugging Face Hub? [y/N] 直接回车

接下来连上网络。
Hello 后面就是你的节点名称, []里面就是节点ID, 记下这个节点ID. 也叫peer ID, 把这个节点文件swarm.pem 保存好。它跟邮箱是绑定的,如果这个文件丢了,则邮箱也作废了。
节点文件默认在 ~/rl-swarm/swarm.pem, 保存好。

9, 验证节点状态
复制上述的节点ID 到网站查询 https://gensyn-node.vercel.app, 主要看evm地址,如果是 0x0000000000000000 后面全是0,则这个邮箱作废。换一个新邮箱,重新安装重新来。先跑一下再查。
也可以进电报查 @gensyntrackbot /check 你的节点ID

10, 查看链上纪录,估计会是空投的条件之一。跑100多条纪录,混个低保有吧。
复制你上面的EVM地址到浏览器里面搜索。

11, 通过邮箱,验证码登录,保存 ~/rl-swarm/swarm.pem 文件,挖吧。一直到空投。很大概率有大毛。
杂项:
内存低于官方推荐的可以修改配置文件,把参数调低点。
GPU ~/rl-swarm/hivemind_exp/configs/gpu/grpo-qwen-2.5-0.5b-deepseek-r1.yaml
CPU ~/rl-swarm/hivemind_exp/configs/mac/grpo-qwen-2.5-0.5b-deepseek-r1.yaml
文件里面 大概第17行 max_steps: 20 原来是20步,可以改为10或5步。
官方后台查 https://dashboard.gensyn.ai/
修改文件:
其中可能有3个文件涉及到改动,如果不正常,可以恢复默认的或者找群主要, 覆盖原来的文件。
1, ~/.bashrc # 可能在 /root下面
2,~/.run_rl_swarm.sh # 可能在 /root/rl-swarm下面
3,参数文件,根据电脑性能来改 grpo-qwen-2.5-0.5b-deepseek-r1.yaml 可能在 /root/rl-swarm/hivemind_exp/configs/gpu 下面
如果是CPU则 /root/rl-swarm/hivemind_exp/configs/mac 下面
其它
建立会话来运行节点 tmux new -s gensyn
终端可以关闭,下次重新进入 ,查看运行状态 tmux attach -t gensyn
hivemind.p2p.p2p_daemon_bindings.utils.P2PDaemonError: Daemon failed to start in 15.0 seconds
~/rl-swarm/.venv/lib/python3.12/site-packages/hivemind/p2p/p2p_daemon.py

机场问题,换个机场即可。
机场及全局代理
可用一云梯。 机场注册 https://inv01.1ytaff.com/register?aff=nRmn0eie
或者自己搭建,证书要正确一般可行。以及安装过程中的各种错误,也是机场IP原因。
可以试下这个机场以及在ubuntu里面安装V2RayA软件来运行全局代理 。
v2raya 安装方法 https://v2raya.org/docs/prologue/installation/debian
安装后进入后台 http://localhost:2017/,导入订阅或新建自己搭建的节点,
1 先手工选择一个快的节点, 推荐香港
2 设置 启用:大陆白名单 或者 启用:不进行分流
3, 左上角,启动,然后显示 正在运行。
检测可否打开谷歌 curl -v google.com
连不上 3000这个端口,防火墙关掉。

查节点名称 https://dashboard.gensyn.ai/ 很多节点查不到
查节点ID https://gensyn-node.vercel.app/ 可查到多少wins以及evm地址
链上查纪录 https://gensyn-testnet.explorer.alchemy.com/ 通过evm地址可以查到纪录
5.2 更新节点 – 以后官方有更新也可以这么操作
无须重新登录,无须收验证码。
1, 锁定之前的登录信息
sudo chattr +i ~/rl-swarm/modal-login/temp-data/*.json
如果是M4,则用这个命令
sudo chflags schg ~/rl-swarm/modal-login/temp-data/*.json
2, 进入会话
tmux a -t gensyn
3, 停止节点,按 CTRL C , 到这一步才停止节点。
4, 更新节点
cd ~/rl-swarm && git reset --hard HEAD && git pull
5, 运行节点
cd ~ && python3 -m venv .venv && source .venv/bin/activate && cd ~/rl-swarm && bash ./run_rl_swarm.sh
一路回车即可。

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instance, can improve cardiovascular health and increase fat loss.
Power training may help build muscle and improve total physique composition.
The use of anabolic androgenic steroids, including Anavar, just isn’t
without legal and moral implications.
Figuring Out what sets each one aside could make your alternative a bit safer and simpler.
Usually, it’s advised not to exceed a 4-6 week cycle to reduce the danger of severe
unwanted aspect effects. On-treatment Total
Testosterone Concentrations in a dose-response examine in postmenopausal women with androgen deficiency.
Data symbolize imply and commonplace errors at baseline and on-treatment for every testosterone dose group (Adapted from Huang et al., 2014).
This impact is often reversible if a girl stops taking the medicine.
Their performance- and muscle-boosting powers
have led to widespread misuse and abuse. Some take 100 occasions the dose
legally prescribed for well being issues. Both long-term
and short-term use of corticosteroids can have unwanted side effects,
some of which are critical. It is essential solely to take corticosteroids if there are no viable options.
A physician will prescribe completely different types of corticosteroids, depending on the
problem.
References:
steroidsone; stadt-berga.de,
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