ItsAI

Update system and clone the repository

apt update && apt upgrade -y && git clone https://github.com/It-s-AI/llm-detection

Create and activate Python virtual environment

python -m venv venv && source venv/bin/activate

Install detection package and dependencies

cd llm-detection && rm -rf detection.egg-info && python -m pip install -e .

Verify installation of bittensor and detection packages

python -c "import bittensor, detection; print('ok', bittensor.__version__)"

Download pre-trained DeBERTa model weights

wget https://huggingface.co/sergak0/sn32/resolve/main/deberta-large-ls03-ctx1024.pth -O models/deberta-large-ls03-ctx1024.pth && wget https://huggingface.co/sergak0/sn32/resolve/main/deberta-v3-large-hf-weights.zip -O models/deberta-v3-large-hf-weights.zip && unzip models/deberta-v3-large-hf-weights.zip -d models/deberta-v3-large-hf-weights

Create Bittensor wallet and hotkey

btcli w new_coldkey && btcli w new_hotkey

Register hotkey on subnet 32

btcli s register --netuid 32 --wallet.name YOUR_COLDKEY --wallet.hotkey YOUR_HOTKEY

Install PM2 process manager

sudo apt update && sudo apt install jq npm && sudo npm install pm2 -g && pm2 update

Start miner with PM2

pm2 start --name net32-miner --interpreter python3 ./neurons/miner.py -- --wallet.name YOUR_COLDKEY --wallet.hotkey YOUR_HOTKEY --neuron.device cuda:0 --axon.port 70000

Update system and clone the repository

apt update && apt upgrade -y && git clone https://github.com/It-s-AI/llm-detection

Create and activate Python virtual environment

python -m venv venv && source venv/bin/activate

Install detection package with custom mathgenerator

cd llm-detection && python3 -m pip install -e . && python3 -m pip uninstall mathgenerator -y && python3 -m pip install git+https://github.com/synapse-alpha/mathgenerator.git

Create Bittensor wallet and hotkey

btcli w new_coldkey && btcli w new_hotkey

Register hotkey on subnet 32

btcli s register --netuid 32 --wallet.name YOUR_COLDKEY --wallet.hotkey YOUR_HOTKEY

Set Weights & Biases API key for logging

export WANDB_API_KEY="<YOUR_WANDB_API_KEY>"

Install PM2 and hardware detection tools

sudo apt update && sudo apt install jq npm lshw && sudo npm install pm2 -g && pm2 update

Install Ollama for running LLMs

curl -fsSL https://ollama.com/install.sh | sh

Start Ollama service with PM2

pm2 start --name ollama "ollama serve"

Install build tools for cc_net compilation

sudo apt-get install build-essential cmake libboost-system-dev libboost-thread-dev libboost-program-options-dev libboost-test-dev zlib1g-dev libbz2-dev liblzma-dev zip unzip -y

Build and install cc_net for text quality filtering

cd cc_net && export TAR_OPTIONS="--no-same-owner" && pip install -e . && make install && make lang=en dl_lm && cd ..

Make run script executable

chmod +x run.sh

Start validator with PM2

pm2 start run.sh --name llm_detection_validators_autoupdate -- --wallet.name YOUR_COLDKEY --wallet.hotkey YOUR_HOTKEY --axon.port 70000 --neuron.device cuda:0