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Calculating parameters and what does that mean - straight from Chat GPT

 This is a question from Chat GPT and Sebastain's book on large language models from scratch. First, this data is interesting. 124 Million parameters GPT_CONFIG_124M = {     "vocab_size": 50257,     # Vocabulary size     "context_length": 1024,  # Context length     "emb_dim": 768,          # Embedding dimension     "n_heads": 12,           # Number of attention heads     "n_layers": 12,          # Number of layers     "drop_rate": 0.1,        # Dropout rate     "qkv_bias": False        # Query-Key-Value bias } The 1.5 billion parameter GPT model config  GPT_CONFIG_1558M = {     "vocab_size": 50257,     # Vocabulary size     "context_length": 1024,  # Context length     "emb_dim": 1600,         # ...
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Testing multi machine hadoop cluster

 So I was testing setup of a hadoop cluster and running map reduce. There are preliminary notes in first post. One key, I ran all commands under openssh as that user Setup the user Main machine: sudo usermod --shell /bin/bash mainhdfs Start openssh   openssh   su - mainhdfs   sudo apt-get install openssh-server   sudo systemctl enable ssh   sudo systemctl enable ssh --now   sudo systemctl start ssh   su - mainhdfs   sudo mkdir /usr/local/hadoop   sudo mv hadoop-3.3.6 /usr/local/hadoop/   sudo chown own -R mainhdfs:hadoop /usr/local/hadoop   sudo chown -R mainhdfs:hadoop /usr/local/hadoop Setup more on ssh: ssh-keygen -t rsa -P '' -f ~/.ssh/id_rsa cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys chmod 600 ~/.ssh/authorized_keys chmod 700 ~/.ssh Write the following .bashrc and .bash_profile for that user export HADOOP_HOME=/usr/local/hadoop/hadoop-3.3.6 export PATH=$PATH:$HADOOP_HOME/bin:$HADOOP_HOME/sbin export HADOOP_CONF_...
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