llama.cpp/examples/chat-persistent.sh

#!/usr/bin/env bash

set -euo pipefail

cd "$(dirname "$0")/.." || exit

if [[ -z "${PROMPT_CACHE_FILE+x}" || -z "${CHAT_SAVE_DIR+x}" ]]; then
    echo >&2 "error: PROMPT_CACHE_FILE and CHAT_SAVE_DIR must be provided"
    exit 1
fi

MODEL="${MODEL:-./models/llama-13b/ggml-model-q4_0.gguf}"
PROMPT_TEMPLATE="${PROMPT_TEMPLATE:-./prompts/chat.txt}"
USER_NAME="${USER_NAME:-User}"
AI_NAME="${AI_NAME:-ChatLLaMa}"
DATE_TIME="$(date +%H:%M)"
DATE_YEAR="$(date +%Y)"

LOG="${CHAT_SAVE_DIR}/main.log"
LOG_BG="${CHAT_SAVE_DIR}/main-bg.log"
CUR_PROMPT_FILE="${CHAT_SAVE_DIR}/current-prompt.txt"
CUR_PROMPT_CACHE="${CHAT_SAVE_DIR}/current-cache.bin"
NEXT_PROMPT_FILE="${CHAT_SAVE_DIR}/next-prompt.txt"
NEXT_PROMPT_CACHE="${CHAT_SAVE_DIR}/next-cache.bin"

SESSION_AND_SAMPLE_PATTERN='main: session file matches [[:digit:]]+ / [[:digit:]]+'\
'|'\
'sampling time =[[:space:]]+[[:digit:]]+.[[:digit:]]+ ms /[[:space:]]+[[:digit:]]+'
SED_DELETE_MESSAGES="/^(${USER_NAME}:|${AI_NAME}:|\\.\\.\\.)/,\$d"

CTX_SIZE=2048
CTX_ROTATE_POINT=$((CTX_SIZE * 3 / 5)) # REVIEW
OPTS=(--model "$MODEL" --ctx_size "$CTX_SIZE" --repeat_last_n 256 "$@")

# An unbuffered `tail -c+N`
skip_bytes() {
    LANG=C IFS= read -r -n "$1" -d '' c
    while LANG=C IFS= read -r -n 1 -d '' c; do
        printf '%s' "$c"
    done
}

mkdir -p "$CHAT_SAVE_DIR"
echo >"$LOG"
trap "tail -n100 ${LOG}" EXIT

if [[ ! -e "$CUR_PROMPT_FILE" ]]; then
    sed -e "s/\[\[USER_NAME\]\]/${USER_NAME}/g" \
        -e "s/\[\[AI_NAME\]\]/${AI_NAME}/g" \
        -e "s/\[\[DATE_TIME\]\]/${DATE_TIME}/g" \
        -e "s/\[\[DATE_YEAR\]\]/${DATE_YEAR}/g" \
        "$PROMPT_TEMPLATE" >"$CUR_PROMPT_FILE"
fi

if [[ ! -e "$NEXT_PROMPT_FILE" ]]; then
    sed -r "$SED_DELETE_MESSAGES" "$CUR_PROMPT_FILE" >"$NEXT_PROMPT_FILE"
fi

if [[ "$(tail -c4 "$NEXT_PROMPT_FILE")" != "..." ]]; then
    echo '...' >>"$NEXT_PROMPT_FILE"
fi

if [[ ! -e "$PROMPT_CACHE_FILE" ]]; then
    echo 'Prompt cache does not exist, building...'
    # Default batch_size to 64 here for better user feedback during initial prompt processing
    ./llama-cli 2>>"$LOG" \
        --batch_size 64 \
        "${OPTS[@]}" \
        --prompt-cache "$PROMPT_CACHE_FILE" \
        --file "$CUR_PROMPT_FILE" \
        --n_predict 1
    echo
    echo 'Done!'
fi

if [[ ! -e "$CUR_PROMPT_CACHE" ]]; then
    cp "$PROMPT_CACHE_FILE" "$CUR_PROMPT_CACHE"
fi
if [[ ! -e "$NEXT_PROMPT_CACHE" ]]; then
    cp "$PROMPT_CACHE_FILE" "$NEXT_PROMPT_CACHE"
fi

printf '%s ' "$(< "$CUR_PROMPT_FILE")"
n_tokens=0

while read -e line; do
    # Limit generation to remaining context, with a buffer and estimating 2 chars/token for input
    n_predict=$((CTX_SIZE - n_tokens - ${#line} / 2 - 32))

    # Swap prompts when we're about to run out of context
    if ((n_predict <= 0)); then
        wait # for background main (below) to finish with next prompt
        mv "$NEXT_PROMPT_FILE"  "$CUR_PROMPT_FILE"
        mv "$NEXT_PROMPT_CACHE" "$CUR_PROMPT_CACHE"

        sed -r "$SED_DELETE_MESSAGES" "$CUR_PROMPT_FILE" >"$NEXT_PROMPT_FILE"
        echo '...' >>"$NEXT_PROMPT_FILE"
        cp "$PROMPT_CACHE_FILE" "$NEXT_PROMPT_CACHE"

        n_tokens=0
        n_predict=$((CTX_SIZE / 2))
    fi

    echo " ${line}" >>"$CUR_PROMPT_FILE"
    if ((n_tokens > CTX_ROTATE_POINT)); then
        echo " ${line}" >>"$NEXT_PROMPT_FILE"
    fi

    n_prompt_len_pre=$(($(wc -c <"$CUR_PROMPT_FILE")))

    printf '%s: ' "$AI_NAME" >>"$CUR_PROMPT_FILE"

    ./llama-cli 2>>"$LOG" "${OPTS[@]}" \
            --prompt-cache "$CUR_PROMPT_CACHE" \
            --prompt-cache-all \
            --file "$CUR_PROMPT_FILE" \
            --reverse-prompt "${USER_NAME}:" \
            --n_predict "$n_predict" |
        skip_bytes 1 |                  # skip BOS token added by ./llama-cli
        tee "$CUR_PROMPT_FILE.tmp" |    # save prompt + generation to tmp file
        skip_bytes "$n_prompt_len_pre"  # print generation

    mv "$CUR_PROMPT_FILE.tmp" "$CUR_PROMPT_FILE"

    # if we hit n_predict instead of reverse-prompt, we need to add the prompt
    if [[ "$(tail -n1 "$CUR_PROMPT_FILE")" != "${USER_NAME}:" ]]; then
        printf '\n%s:' "$USER_NAME"
        printf '\n%s:' "$USER_NAME" >> "$CUR_PROMPT_FILE"
    fi

    printf ' '

    if ! session_and_sample_msg=$(tail -n30 "$LOG" | grep -oE "$SESSION_AND_SAMPLE_PATTERN"); then
        echo >&2 "Couldn't get number of tokens from ./llama-cli output!"
        exit 1
    fi

    n_tokens=$(awk '{sum+=$1} END {print sum}' <<< "$(cut -d/ -f2 <<< "$session_and_sample_msg")")

    if ((n_tokens > CTX_ROTATE_POINT)); then
        tail -c+$((n_prompt_len_pre + 1)) "$CUR_PROMPT_FILE" >>"$NEXT_PROMPT_FILE"
    fi

    # Update cache for next prompt in background, ideally during user input
    ./llama-cli >>"$LOG_BG" 2>&1 "${OPTS[@]}" \
          --prompt-cache "$NEXT_PROMPT_CACHE" \
          --file "$NEXT_PROMPT_FILE" \
          --n_predict 1 &
done