iandennismiller commited on
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10e91e5
1 Parent(s): 6a8d17c

include training script but do not install

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Files changed (1) hide show
  1. bin/from-scratch-training.sh +55 -0
bin/from-scratch-training.sh ADDED
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+ #!/bin/bash
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+
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+ MODEL_NAME=shakespeare
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+ TRAIN_DATA=$HOME/scratch/shakespeare.txt
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+ VOCAB=$HOME/.ai/models/ggml-vocab.bin
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+
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+ LLAMA_CTX=256
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+ LLAMA_EMBD=256
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+ LLAMA_HEAD=32
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+ LLAMA_LAYER=24
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+ LLAMA_BATCH=16
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+
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+ MODEL_OUT=$HOME/.ai/models/llama/ggml-${MODEL_NAME}-${LLAMA_CTX}-${LLAMA_EMBD}x${LLAMA_HEAD}x${LLAMA_LAYER}-f32.bin
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+ CHECKPOINT=$HOME/.ai/training/chk-${MODEL_NAME}-${LLAMA_CTX}-${LLAMA_EMBD}x${LLAMA_HEAD}x${LLAMA_LAYER}.bin
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+
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+ function train() {
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+ time ~/Work/llama.cpp/build/bin/train-text-from-scratch \
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+ --train-data "$TRAIN_DATA" \
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+ --model-out "$MODEL_OUT" \
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+ --checkpoint-in "$CHECKPOINT" \
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+ --checkpoint-out "$CHECKPOINT" \
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+ --vocab-model "$VOCAB" \
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+ --ctx $LLAMA_CTX \
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+ --embd $LLAMA_EMBD \
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+ --head $LLAMA_HEAD \
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+ --layer $LLAMA_LAYER \
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+ --batch $LLAMA_BATCH \
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+ --examples 128 \
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+ --rotmax 128 \
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+ --seed 1 \
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+ --adam-iter 16 \
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+ --print-details-interval 0 \
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+ --predict 16 \
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+ --use-flash \
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+ --threads 6
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+ }
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+
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+ function print_params() {
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+ echo "TRAIN_DATA: $TRAIN_DATA"
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+ echo "CTX: $LLAMA_CTX"
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+ echo "EMBD: $LLAMA_EMBD"
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+ echo "HEAD: $LLAMA_HEAD"
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+ echo "LAYER: $LLAMA_LAYER"
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+ echo "BATCH: $LLAMA_BATCH"
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+ echo
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+ echo "$HOME/Work/llama.cpp/build/bin/main --temp 0.05 --top_k 70 --top_p 0.79 -m $MODEL_OUT --repeat-penalty 1.3"
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+ }
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+
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+ function main() {
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+ print_params
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+ train
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+ print_params
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+ }
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+
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+ main